| S2M2_XL |  | 0.93 1 | 0.78 57 | 3.42 52 | 1.97 14 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 3 | 0.99 6 | 1.17 26 | 2.70 74 | 1.74 89 | 1.21 65 | 1.17 1 | 1.00 96 | 0.00 1 | 0.01 45 | 0.01 250 | 0.00 1 | 0.02 10 | 0.02 20 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| PSi22a |  | 0.94 2 | 0.55 5 | 2.07 1 | 2.13 26 | 0.25 8 | 1.14 5 | 0.09 20 | 4.93 29 | 0.89 1 | 0.74 5 | 0.08 2 | 2.33 125 | 1.03 58 | 1.87 3 | 0.49 11 | 0.01 143 | 0.05 206 | 0.00 1 | 0.00 1 | 0.03 48 | 0.03 53 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 6 | 2.24 36 | 0.21 7 | 1.31 10 | 0.09 20 | 4.21 12 | 0.95 5 | 1.20 30 | 0.42 15 | 2.79 143 | 0.29 11 | 1.78 2 | 0.54 13 | 0.02 229 | 0.08 313 | 0.03 300 | 0.00 1 | 0.03 48 | 0.03 53 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 33 | 2.65 83 | 0.36 48 | 0.56 2 | 0.27 56 | 1.94 4 | 1.86 43 | 1.00 15 | 2.57 68 | 1.18 61 | 0.15 1 | 1.90 4 | 1.49 140 | 0.14 379 | 0.01 45 | 0.00 1 | 0.02 245 | 0.03 48 | 0.03 53 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 27 | 0.25 8 | 1.23 7 | 0.13 32 | 5.00 30 | 0.90 2 | 0.64 2 | 0.09 4 | 3.29 152 | 0.60 32 | 2.65 21 | 0.46 7 | 0.03 267 | 0.11 375 | 0.00 1 | 0.00 1 | 0.03 48 | 0.03 53 |
|
| DepthFocus |  | 1.04 6 | 0.68 35 | 3.33 46 | 1.97 14 | 0.42 66 | 1.27 9 | 0.87 114 | 2.04 5 | 1.22 9 | 0.66 4 | 1.71 54 | 1.75 91 | 0.90 51 | 3.46 42 | 0.44 4 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 84 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 28 | 0.26 10 | 1.22 6 | 0.10 26 | 5.28 37 | 0.91 3 | 0.64 2 | 0.09 4 | 3.41 153 | 0.88 49 | 2.66 22 | 0.46 7 | 0.02 229 | 0.10 353 | 0.00 1 | 0.00 1 | 0.03 48 | 0.04 84 |
|
| mm1 |  | 1.12 8 | 0.62 17 | 2.88 14 | 1.99 17 | 0.33 39 | 1.31 10 | 0.01 1 | 4.21 12 | 2.56 63 | 1.17 26 | 0.47 18 | 2.11 116 | 0.28 8 | 3.83 56 | 0.54 13 | 0.01 143 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| LACA1 |  | 1.12 8 | 0.73 41 | 2.61 8 | 1.25 3 | 0.59 105 | 2.50 40 | 0.45 72 | 4.45 15 | 0.93 4 | 1.64 64 | 0.22 9 | 0.47 30 | 1.78 98 | 4.39 74 | 0.36 3 | 0.00 1 | 0.03 145 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| mm2 |  | 1.15 10 | 0.62 17 | 2.88 14 | 1.99 17 | 0.33 39 | 1.31 10 | 0.01 1 | 4.81 22 | 2.56 63 | 1.17 26 | 0.47 18 | 2.11 116 | 0.28 8 | 3.83 56 | 0.54 13 | 0.01 143 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| WAFT-Stereo (FT) |  | 1.22 11 | 0.67 34 | 2.54 4 | 1.28 4 | 0.66 122 | 1.74 19 | 0.32 61 | 1.34 1 | 1.26 12 | 0.78 6 | 1.00 32 | 0.21 6 | 2.29 124 | 6.71 130 | 0.26 1 | 0.00 1 | 0.05 206 | 1.73 613 | 1.21 616 | 0.02 10 | 0.31 381 |
|
| LACA2 |  | 1.22 11 | 1.14 174 | 4.34 118 | 1.32 5 | 0.20 5 | 3.03 61 | 0.14 34 | 5.79 56 | 1.12 8 | 1.06 20 | 0.67 25 | 0.56 35 | 0.80 45 | 3.67 52 | 0.44 4 | 0.00 1 | 0.03 145 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 8 |
|
| derf |  | 1.23 13 | 0.58 10 | 3.00 24 | 2.94 116 | 0.35 43 | 1.60 16 | 0.09 20 | 4.56 17 | 3.52 120 | 1.15 25 | 0.33 11 | 1.14 60 | 0.25 5 | 4.24 69 | 0.48 9 | 0.01 143 | 0.07 275 | 0.00 1 | 0.25 484 | 0.02 10 | 0.02 20 |
|
| WAFT-Stereo (ZS) |  | 1.26 14 | 0.79 62 | 2.57 6 | 1.34 7 | 0.37 50 | 1.70 18 | 0.16 40 | 1.64 2 | 1.08 7 | 1.81 78 | 1.50 48 | 0.19 3 | 1.27 68 | 6.91 137 | 1.97 188 | 0.00 1 | 0.03 145 | 0.73 562 | 0.64 580 | 0.15 213 | 0.27 359 |
|
| LGCAT |  | 1.26 14 | 0.62 17 | 2.91 19 | 2.64 82 | 0.31 25 | 1.47 13 | 0.01 1 | 2.88 7 | 1.65 31 | 1.31 38 | 0.45 16 | 1.79 97 | 1.38 76 | 5.91 107 | 0.85 63 | 0.10 359 | 0.42 554 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 426 |
|
| FoundationStereo |  | 1.26 14 | 0.73 41 | 2.84 13 | 2.65 83 | 0.58 102 | 2.31 33 | 0.61 87 | 3.40 10 | 1.57 24 | 1.89 82 | 0.09 4 | 2.61 134 | 2.90 147 | 2.37 17 | 0.60 23 | 0.04 288 | 0.04 168 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| MonSter++ |  | 1.28 17 | 0.63 22 | 2.88 14 | 2.00 19 | 0.32 28 | 2.14 29 | 0.01 1 | 4.86 27 | 2.56 63 | 1.63 62 | 0.45 16 | 2.17 119 | 1.25 67 | 3.81 55 | 0.84 61 | 0.01 143 | 0.02 103 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 20 |
|
| GeoVLM |  | 1.29 18 | 0.62 17 | 2.88 14 | 2.04 20 | 0.32 28 | 2.13 27 | 0.01 1 | 4.81 22 | 2.57 68 | 1.67 65 | 0.50 21 | 2.09 115 | 1.29 70 | 3.91 59 | 0.85 63 | 0.01 143 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| LiteMatch* |   | 1.32 19 | 0.85 88 | 4.93 148 | 2.28 44 | 0.28 19 | 2.07 26 | 0.03 12 | 4.90 28 | 2.57 68 | 1.39 48 | 0.67 25 | 1.58 82 | 0.52 26 | 3.52 46 | 0.69 38 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.04 74 | 0.06 129 |
|
| HiDET |  | 1.32 19 | 0.56 6 | 3.12 36 | 2.54 73 | 0.43 73 | 1.92 23 | 0.02 10 | 5.70 48 | 2.72 78 | 1.35 40 | 0.52 22 | 1.27 65 | 0.97 54 | 4.05 62 | 1.19 120 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 20 |
|
| testmc14 |  | 1.36 21 | 0.57 7 | 3.06 29 | 2.59 79 | 0.35 43 | 3.43 83 | 0.73 99 | 3.49 11 | 1.80 40 | 1.39 48 | 2.52 65 | 2.65 138 | 1.41 78 | 2.18 10 | 0.93 77 | 0.00 1 | 0.02 103 | 0.00 1 | 0.02 245 | 0.03 48 | 0.10 179 |
|
| qqai |  | 1.38 22 | 0.60 15 | 3.39 51 | 2.92 113 | 0.35 43 | 1.60 16 | 0.11 29 | 5.17 31 | 3.33 114 | 1.10 21 | 0.34 12 | 3.06 148 | 0.27 6 | 4.38 73 | 0.57 18 | 0.02 229 | 0.06 246 | 0.00 1 | 0.28 500 | 0.02 10 | 0.03 53 |
|
| LACA3 |  | 1.38 22 | 0.90 110 | 2.71 10 | 1.21 2 | 0.85 164 | 2.34 35 | 1.64 202 | 4.58 18 | 1.22 9 | 1.13 23 | 0.63 24 | 0.64 42 | 0.61 34 | 8.78 209 | 0.31 2 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.03 48 | 0.00 1 |
|
| PointNet |  | 1.43 24 | 0.63 22 | 3.11 34 | 2.08 23 | 0.29 23 | 2.64 44 | 0.19 47 | 5.26 33 | 3.30 113 | 1.94 83 | 0.68 27 | 2.46 129 | 0.28 8 | 4.68 84 | 0.83 55 | 0.01 143 | 0.09 332 | 0.00 1 | 0.02 245 | 0.02 10 | 0.03 53 |
|
| BridgeDepth_RVC |   | 1.46 25 | 0.72 39 | 2.76 11 | 1.47 8 | 0.75 150 | 4.05 111 | 0.01 1 | 5.97 62 | 1.58 28 | 1.29 36 | 1.19 39 | 1.02 54 | 2.98 150 | 3.52 46 | 0.87 69 | 0.79 559 | 0.08 313 | 0.12 427 | 0.05 324 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MLG-Stereo |  | 1.48 26 | 0.65 31 | 3.04 28 | 2.52 69 | 0.79 155 | 3.11 65 | 0.16 40 | 6.26 75 | 1.80 40 | 0.84 7 | 0.10 8 | 1.51 77 | 0.65 38 | 7.44 154 | 0.53 12 | 0.02 229 | 0.09 332 | 0.00 1 | 0.03 272 | 0.03 48 | 0.02 20 |
|
| LGtest1 |  | 1.48 26 | 0.75 46 | 4.03 96 | 2.33 52 | 0.65 120 | 3.02 60 | 0.11 29 | 6.12 70 | 1.51 19 | 1.41 50 | 1.48 45 | 0.65 43 | 0.93 53 | 5.60 97 | 0.81 51 | 0.03 267 | 0.12 388 | 0.00 1 | 0.00 1 | 0.10 174 | 0.04 84 |
|
| depth_test_26 |  | 1.49 28 | 0.71 38 | 3.27 41 | 2.28 44 | 0.49 83 | 1.24 8 | 0.09 20 | 3.12 9 | 2.29 54 | 0.41 1 | 7.44 209 | 2.01 110 | 1.14 62 | 4.48 80 | 0.61 26 | 0.01 143 | 0.05 206 | 0.00 1 | 0.03 272 | 0.03 48 | 0.12 207 |
|
| MSE-Stereo |  | 1.49 28 | 0.75 46 | 3.35 47 | 2.32 49 | 1.32 232 | 3.23 72 | 0.68 91 | 5.27 34 | 2.97 95 | 1.47 53 | 0.87 29 | 1.67 84 | 0.35 12 | 4.46 78 | 0.75 45 | 0.03 267 | 0.15 428 | 0.00 1 | 0.00 1 | 0.06 97 | 0.04 84 |
|
| CSFM-Stereo |  | 1.49 28 | 0.59 12 | 3.11 34 | 2.47 64 | 0.31 25 | 3.07 62 | 0.15 38 | 6.28 81 | 2.36 59 | 2.48 115 | 1.08 35 | 1.50 76 | 1.10 60 | 4.29 72 | 0.89 70 | 0.02 229 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| MLG-Stereo_test1 |  | 1.51 31 | 0.65 31 | 3.00 24 | 2.47 64 | 2.46 353 | 2.84 54 | 0.16 40 | 5.64 46 | 1.77 37 | 0.98 14 | 0.09 4 | 1.53 78 | 0.52 26 | 7.44 154 | 0.56 16 | 0.02 229 | 0.09 332 | 0.00 1 | 0.03 272 | 0.03 48 | 0.02 20 |
|
| MGA |  | 1.52 32 | 0.75 46 | 3.13 37 | 2.32 49 | 1.59 266 | 3.94 104 | 0.86 112 | 4.84 24 | 2.96 94 | 1.47 53 | 1.42 44 | 1.41 72 | 0.19 4 | 4.46 78 | 0.75 45 | 0.03 267 | 0.15 428 | 0.00 1 | 0.00 1 | 0.06 97 | 0.04 84 |
|
| 252Zero-FE |  | 1.52 32 | 0.84 81 | 3.49 60 | 2.85 104 | 0.54 95 | 1.97 25 | 0.08 17 | 6.14 71 | 4.11 131 | 1.76 74 | 3.45 92 | 0.16 2 | 0.27 6 | 3.61 50 | 0.82 53 | 0.01 143 | 0.10 353 | 0.08 379 | 0.04 296 | 0.04 74 | 0.03 53 |
|
| MLG-Stereo_test2 |  | 1.52 32 | 0.64 25 | 2.81 12 | 2.52 69 | 1.79 293 | 2.76 51 | 0.16 40 | 4.70 20 | 1.80 40 | 1.75 72 | 0.08 2 | 3.21 151 | 0.17 3 | 7.28 146 | 0.64 27 | 0.02 229 | 0.11 375 | 0.00 1 | 0.00 1 | 0.04 74 | 0.03 53 |
|
| small-zeroshot |  | 1.53 35 | 0.76 51 | 2.99 23 | 0.95 1 | 0.27 16 | 1.53 15 | 1.40 160 | 3.08 8 | 1.54 20 | 0.87 10 | 1.49 47 | 0.15 1 | 1.54 84 | 3.30 39 | 0.95 82 | 8.50 666 | 0.02 103 | 0.60 550 | 0.63 578 | 0.03 48 | 0.03 53 |
|
| CAR |  | 1.55 36 | 0.76 51 | 3.35 47 | 2.32 49 | 1.32 232 | 3.23 72 | 0.68 91 | 5.27 34 | 2.97 95 | 2.35 109 | 0.87 29 | 1.67 84 | 0.35 12 | 4.80 86 | 0.84 61 | 0.03 267 | 0.16 439 | 0.00 1 | 0.00 1 | 0.06 97 | 0.04 84 |
|
| MLG-Stereo_test3 |  | 1.57 37 | 0.69 37 | 3.82 81 | 2.19 32 | 1.34 240 | 3.92 103 | 0.25 53 | 5.89 60 | 1.27 13 | 0.91 12 | 1.07 34 | 1.99 109 | 0.64 37 | 6.09 111 | 1.10 106 | 0.03 267 | 0.09 332 | 0.00 1 | 0.00 1 | 0.05 90 | 0.04 84 |
|
| dual_stereo |  | 1.57 37 | 0.64 25 | 2.56 5 | 2.33 52 | 0.47 77 | 2.62 42 | 0.08 17 | 4.85 25 | 1.95 46 | 1.01 17 | 0.69 28 | 1.90 105 | 0.61 34 | 10.34 270 | 0.96 84 | 0.01 143 | 0.20 465 | 0.00 1 | 0.18 433 | 0.01 1 | 0.03 53 |
|
| Pro-Stereo |  | 1.58 39 | 0.49 1 | 3.02 27 | 2.86 105 | 0.49 83 | 5.49 228 | 0.77 104 | 2.05 6 | 1.90 45 | 1.48 55 | 1.19 39 | 1.46 73 | 0.15 1 | 8.09 181 | 1.54 144 | 0.16 391 | 0.03 145 | 0.00 1 | 0.30 511 | 0.04 74 | 0.02 20 |
|
| BridgeDepth |   | 1.59 40 | 0.74 43 | 2.65 9 | 1.86 10 | 0.15 3 | 6.66 316 | 0.05 14 | 5.75 50 | 2.52 61 | 1.38 47 | 0.38 13 | 1.98 107 | 2.79 145 | 4.44 77 | 0.44 4 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| LG-Stereo_L2 |  | 1.59 40 | 0.87 94 | 4.31 115 | 2.54 73 | 0.69 128 | 2.76 51 | 0.44 70 | 6.85 100 | 1.57 24 | 1.59 59 | 0.39 14 | 0.39 27 | 0.52 26 | 7.85 171 | 0.82 53 | 0.04 288 | 0.12 388 | 0.00 1 | 0.00 1 | 0.03 48 | 0.02 20 |
|
| LG-Stereo_L1 |  | 1.59 40 | 0.89 101 | 4.07 102 | 2.55 75 | 0.95 182 | 2.93 56 | 0.50 76 | 6.75 95 | 1.54 20 | 1.32 39 | 0.24 10 | 0.50 32 | 0.59 31 | 7.91 172 | 0.85 63 | 0.04 288 | 0.12 388 | 0.01 250 | 0.00 1 | 0.03 48 | 0.02 20 |
|
| Test_v1 |  | 1.60 43 | 0.76 51 | 3.26 40 | 2.18 30 | 1.25 220 | 2.17 30 | 0.16 40 | 7.01 103 | 3.12 101 | 1.44 51 | 2.91 77 | 1.49 75 | 1.02 57 | 4.48 80 | 0.68 34 | 0.01 143 | 0.04 168 | 0.00 1 | 0.00 1 | 0.03 48 | 0.04 84 |
|
| Wavelet-MonSter |  | 1.61 44 | 0.84 81 | 4.03 96 | 2.47 64 | 2.55 359 | 2.93 56 | 0.03 12 | 4.71 21 | 1.40 16 | 1.96 84 | 4.34 117 | 0.34 24 | 0.83 48 | 4.87 89 | 0.90 71 | 0.00 1 | 0.03 145 | 0.02 280 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| over-8 |  | 1.69 45 | 1.25 212 | 3.48 59 | 3.07 131 | 0.32 28 | 4.01 108 | 0.01 1 | 5.22 32 | 1.74 35 | 1.21 31 | 1.34 42 | 1.34 69 | 2.51 136 | 7.71 163 | 0.57 18 | 0.01 143 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 48 | 0.00 1 |
|
| over-9 |  | 1.69 45 | 1.39 262 | 3.63 64 | 2.94 116 | 0.33 39 | 3.77 98 | 0.02 10 | 5.32 39 | 1.78 38 | 1.29 36 | 0.98 31 | 1.27 65 | 2.62 138 | 7.78 168 | 0.66 31 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 74 | 0.00 1 |
|
| MatchStereo |   | 1.70 47 | 0.88 96 | 3.85 82 | 2.11 25 | 0.14 1 | 2.35 36 | 0.33 62 | 5.87 58 | 4.80 149 | 0.90 11 | 4.35 119 | 0.81 50 | 1.32 71 | 4.93 90 | 1.30 126 | 0.01 143 | 0.05 206 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 8 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| LCMNet |  | 1.70 47 | 0.59 12 | 2.97 22 | 1.86 10 | 0.58 102 | 1.95 24 | 0.09 20 | 6.27 77 | 7.21 225 | 1.23 33 | 1.48 45 | 1.25 64 | 1.34 72 | 6.03 109 | 1.05 104 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| MonSter |  | 1.74 49 | 0.74 43 | 3.64 66 | 2.27 39 | 1.62 270 | 6.01 285 | 0.13 32 | 6.02 63 | 2.88 90 | 1.35 40 | 2.11 57 | 0.30 17 | 0.36 14 | 6.50 120 | 0.83 55 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 245 | 0.02 10 | 0.02 20 |
|
| monster-pro |  | 1.75 50 | 0.74 43 | 3.64 66 | 2.27 39 | 1.62 270 | 5.99 280 | 0.14 34 | 6.02 63 | 2.87 88 | 1.35 40 | 2.11 57 | 0.30 17 | 0.36 14 | 6.78 134 | 0.83 55 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 245 | 0.02 10 | 0.02 20 |
|
| Monster-pub-eth3d |  | 1.75 50 | 0.75 46 | 3.64 66 | 2.27 39 | 1.62 270 | 6.02 288 | 0.14 34 | 6.02 63 | 2.87 88 | 1.35 40 | 2.11 57 | 0.30 17 | 0.36 14 | 6.59 123 | 0.83 55 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 245 | 0.02 10 | 0.02 20 |
|
| MCSU-Stereo |  | 1.76 52 | 0.54 3 | 3.43 54 | 2.57 78 | 0.32 28 | 3.22 70 | 0.57 83 | 5.56 42 | 3.23 105 | 2.38 111 | 3.86 104 | 3.78 167 | 0.40 19 | 3.99 61 | 1.20 122 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| MonStereo |  | 1.76 52 | 0.75 46 | 3.64 66 | 2.27 39 | 1.61 269 | 6.04 289 | 0.14 34 | 6.02 63 | 2.88 90 | 1.35 40 | 2.11 57 | 0.30 17 | 0.36 14 | 6.84 135 | 0.83 55 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 203 | 0.02 10 | 0.02 20 |
|
| over v1 |  | 1.81 54 | 1.37 253 | 3.35 47 | 2.87 106 | 0.31 25 | 4.66 155 | 0.01 1 | 5.35 40 | 2.07 48 | 1.17 26 | 1.50 48 | 1.32 68 | 3.47 170 | 7.94 173 | 0.74 42 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.03 48 | 0.00 1 |
|
| 4.5_new |  | 1.82 55 | 0.79 62 | 3.44 55 | 2.35 54 | 1.84 296 | 5.69 257 | 1.28 145 | 5.59 44 | 2.60 70 | 3.74 163 | 3.37 87 | 0.43 28 | 0.97 54 | 3.16 37 | 0.98 86 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.07 122 | 0.16 264 |
|
| 4.5w-stereo |  | 1.83 56 | 0.79 62 | 3.45 57 | 2.35 54 | 1.84 296 | 5.69 257 | 1.29 148 | 5.59 44 | 2.60 70 | 3.75 164 | 3.37 87 | 0.43 28 | 0.97 54 | 3.16 37 | 0.98 86 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.07 122 | 0.16 264 |
|
| Monster-pub-mixall |  | 1.84 57 | 0.85 88 | 3.45 57 | 2.27 39 | 0.94 181 | 2.43 38 | 0.54 81 | 6.32 82 | 2.65 75 | 3.04 143 | 3.56 93 | 0.38 26 | 0.49 23 | 8.93 219 | 0.74 42 | 0.01 143 | 0.06 246 | 0.00 1 | 0.00 1 | 0.04 74 | 0.04 84 |
|
| over-6 |  | 1.85 58 | 1.26 216 | 3.73 72 | 2.47 64 | 0.35 43 | 2.67 45 | 0.25 53 | 9.42 180 | 2.07 48 | 1.03 18 | 1.50 48 | 1.02 54 | 2.97 148 | 7.54 158 | 0.56 16 | 0.09 352 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.00 1 |
|
| IGEV |   | 1.86 59 | 0.58 10 | 3.90 87 | 2.40 58 | 3.49 419 | 4.20 118 | 0.97 122 | 7.16 108 | 3.22 103 | 2.00 91 | 4.16 111 | 0.26 14 | 0.62 36 | 3.40 41 | 0.65 30 | 0.03 267 | 0.09 332 | 0.00 1 | 0.00 1 | 0.03 48 | 0.02 20 |
|
| SGD-Stereo |  | 1.88 60 | 0.76 51 | 3.80 79 | 2.37 56 | 0.33 39 | 3.48 85 | 0.93 119 | 6.52 87 | 2.22 53 | 3.84 168 | 1.08 35 | 1.78 93 | 1.34 72 | 8.32 185 | 0.70 39 | 0.09 352 | 0.01 45 | 0.00 1 | 0.00 1 | 0.06 97 | 0.03 53 |
|
| GEAStereo |  | 1.94 61 | 0.95 117 | 3.61 62 | 3.84 216 | 0.64 116 | 4.39 130 | 1.50 172 | 8.01 137 | 2.33 57 | 2.24 101 | 2.61 70 | 1.19 62 | 2.25 117 | 3.50 43 | 1.15 115 | 0.01 143 | 0.06 246 | 0.05 333 | 0.00 1 | 0.22 255 | 0.14 235 |
|
| 4.25_new |  | 1.94 61 | 0.81 67 | 3.74 73 | 2.82 97 | 2.69 369 | 4.37 126 | 2.37 308 | 5.76 51 | 2.78 82 | 1.99 88 | 3.60 94 | 0.23 7 | 2.40 129 | 4.13 63 | 0.99 88 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 146 |
|
| 4.5w_new |  | 1.94 61 | 0.81 67 | 3.74 73 | 2.82 97 | 2.69 369 | 4.37 126 | 2.37 308 | 5.76 51 | 2.78 82 | 1.99 88 | 3.60 94 | 0.23 7 | 2.40 129 | 4.13 63 | 0.99 88 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 146 |
|
| 4.25w-stereo |  | 1.94 61 | 0.81 67 | 3.74 73 | 2.82 97 | 2.69 369 | 4.37 126 | 2.37 308 | 5.76 51 | 2.78 82 | 1.99 88 | 3.60 94 | 0.23 7 | 2.40 129 | 4.13 63 | 0.99 88 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 146 |
|
| asda |  | 1.95 65 | 0.81 67 | 4.14 110 | 2.66 86 | 1.93 313 | 3.30 78 | 0.86 112 | 5.92 61 | 3.10 100 | 2.41 112 | 3.10 79 | 0.63 40 | 2.99 151 | 5.57 96 | 1.48 138 | 0.02 229 | 0.01 45 | 0.00 1 | 0.00 1 | 0.07 122 | 0.07 146 |
|
| 4w-stereo |  | 2.03 66 | 0.98 125 | 4.12 108 | 2.31 48 | 1.96 314 | 3.70 96 | 0.61 87 | 6.37 84 | 2.37 60 | 2.10 96 | 4.19 112 | 0.33 22 | 3.33 164 | 7.03 139 | 1.12 109 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 48 | 0.08 161 |
|
| LiteMatch |  | 2.05 67 | 1.75 396 | 2.89 18 | 3.57 190 | 0.63 114 | 2.13 27 | 1.54 183 | 4.85 25 | 2.56 63 | 1.63 62 | 0.47 18 | 2.13 118 | 4.42 210 | 3.83 56 | 7.98 451 | 0.00 1 | 0.04 168 | 0.00 1 | 0.00 1 | 0.29 315 | 0.31 381 |
|
| asd |  | 2.06 68 | 0.78 57 | 3.85 82 | 2.45 61 | 2.18 332 | 3.99 107 | 0.35 63 | 6.94 101 | 2.60 70 | 2.99 140 | 2.79 75 | 0.52 33 | 2.27 122 | 8.33 186 | 0.93 77 | 0.02 229 | 0.01 45 | 0.00 1 | 0.00 1 | 0.07 122 | 0.11 197 |
|
| S2M2_L |  | 2.06 68 | 1.28 222 | 4.05 101 | 3.20 143 | 1.14 209 | 2.31 33 | 0.06 15 | 6.26 75 | 6.67 206 | 1.75 72 | 4.48 126 | 4.47 185 | 0.81 46 | 2.36 16 | 1.52 143 | 0.25 443 | 0.10 353 | 0.03 300 | 0.00 1 | 0.49 427 | 0.03 53 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT26K |  | 2.09 70 | 1.04 141 | 5.75 221 | 2.56 77 | 0.65 120 | 2.75 49 | 1.75 235 | 8.35 155 | 1.65 31 | 2.30 107 | 3.44 91 | 1.73 88 | 3.12 154 | 5.03 92 | 1.14 114 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 490 | 0.09 150 | 0.11 197 |
|
| Anonymus |   | 2.10 71 | 1.12 169 | 3.31 45 | 3.49 176 | 0.52 92 | 2.37 37 | 0.28 57 | 5.87 58 | 2.72 78 | 2.59 119 | 1.68 53 | 4.85 198 | 1.81 102 | 8.52 192 | 2.63 247 | 0.10 359 | 0.04 168 | 0.00 1 | 0.00 1 | 0.04 74 | 0.13 224 |
|
| 2.5w |  | 2.10 71 | 0.78 57 | 4.30 114 | 2.96 122 | 1.85 299 | 3.22 70 | 2.25 299 | 6.05 68 | 2.69 76 | 1.80 77 | 5.44 169 | 0.23 7 | 2.01 107 | 7.36 150 | 1.01 99 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 129 |
|
| 2.75w_new |  | 2.10 71 | 0.82 71 | 3.93 90 | 2.18 30 | 1.44 248 | 3.52 89 | 2.30 303 | 5.52 41 | 2.91 93 | 4.14 182 | 3.93 107 | 0.27 15 | 2.38 126 | 6.17 113 | 2.32 222 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 129 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 74 | 0.85 88 | 4.64 129 | 2.77 95 | 1.97 316 | 3.66 95 | 1.64 202 | 8.33 154 | 3.33 114 | 1.46 52 | 3.30 84 | 0.63 40 | 4.15 199 | 2.05 9 | 0.67 33 | 0.02 229 | 0.17 444 | 0.00 1 | 0.43 553 | 0.26 293 | 2.07 579 |
|
| LG-G_1 |  | 2.14 75 | 0.64 25 | 4.04 98 | 3.18 141 | 0.37 50 | 11.00 407 | 0.60 85 | 6.27 77 | 1.55 22 | 1.28 34 | 1.15 37 | 1.34 69 | 2.14 112 | 8.08 179 | 0.99 88 | 0.04 288 | 0.12 388 | 0.00 1 | 0.00 1 | 0.06 97 | 0.03 53 |
|
| LG-G |  | 2.14 75 | 0.64 25 | 4.04 98 | 3.18 141 | 0.37 50 | 11.00 407 | 0.60 85 | 6.27 77 | 1.55 22 | 1.28 34 | 1.15 37 | 1.34 69 | 2.14 112 | 8.08 179 | 0.99 88 | 0.04 288 | 0.12 388 | 0.00 1 | 0.00 1 | 0.06 97 | 0.03 53 |
|
| aanet-new-28k |  | 2.16 77 | 1.14 174 | 7.58 307 | 2.96 122 | 0.49 83 | 4.51 139 | 1.81 254 | 6.35 83 | 2.32 56 | 1.74 71 | 4.46 124 | 1.54 79 | 4.71 241 | 2.29 13 | 0.81 51 | 0.00 1 | 0.04 168 | 0.00 1 | 0.29 504 | 0.07 122 | 0.08 161 |
|
| GSStereo |  | 2.16 77 | 0.95 117 | 3.61 62 | 4.08 229 | 0.64 116 | 4.39 130 | 1.50 172 | 8.60 162 | 4.56 143 | 2.71 127 | 2.61 70 | 1.86 102 | 2.25 117 | 3.50 43 | 1.15 115 | 0.00 1 | 0.07 275 | 0.00 1 | 0.39 542 | 0.22 255 | 0.15 255 |
|
| GREAT-IGEV |   | 2.18 79 | 1.15 180 | 4.04 98 | 2.89 110 | 0.69 128 | 2.95 58 | 0.20 48 | 5.82 57 | 5.88 187 | 0.92 13 | 5.07 158 | 1.08 57 | 1.46 81 | 9.60 245 | 0.86 68 | 0.00 1 | 0.13 404 | 0.00 1 | 0.24 478 | 0.14 205 | 0.46 433 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| AdaDepth |  | 2.20 80 | 0.82 71 | 4.90 146 | 3.27 152 | 2.91 387 | 3.54 92 | 0.70 95 | 5.30 38 | 3.05 99 | 1.73 70 | 3.31 85 | 0.49 31 | 1.60 85 | 10.91 300 | 0.96 84 | 0.03 267 | 0.11 375 | 0.00 1 | 0.23 468 | 0.04 74 | 0.03 53 |
|
| IGEV-Stereo++ |  | 2.20 80 | 0.79 62 | 3.67 70 | 3.72 204 | 3.17 400 | 3.39 80 | 0.10 26 | 8.37 157 | 3.77 125 | 2.11 97 | 4.25 115 | 2.01 110 | 4.78 248 | 2.96 30 | 0.59 21 | 0.01 143 | 0.02 103 | 0.08 379 | 0.00 1 | 0.06 97 | 0.05 114 |
|
| monsters |  | 2.21 82 | 1.25 212 | 4.09 104 | 3.59 192 | 4.35 475 | 2.20 32 | 0.18 46 | 8.31 153 | 2.84 87 | 4.11 180 | 2.86 76 | 0.20 4 | 0.76 41 | 8.41 188 | 0.95 82 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 8 |
|
| DEFOM-Stereo |  | 2.21 82 | 0.88 96 | 3.63 64 | 3.42 166 | 0.89 171 | 13.14 448 | 0.83 109 | 4.68 19 | 1.96 47 | 2.72 129 | 1.66 52 | 0.59 36 | 0.54 29 | 8.53 193 | 0.68 34 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| aanet-new-34k |  | 2.22 84 | 1.33 241 | 6.99 281 | 2.55 75 | 0.37 50 | 2.69 46 | 1.58 190 | 8.25 150 | 2.14 51 | 1.11 22 | 5.28 162 | 2.45 128 | 6.42 325 | 2.04 8 | 0.80 48 | 0.00 1 | 0.08 313 | 0.03 300 | 0.02 245 | 0.07 122 | 0.20 304 |
|
| aanet-new-16k |  | 2.22 84 | 1.02 135 | 5.90 228 | 3.73 205 | 0.42 66 | 3.84 101 | 1.65 204 | 7.64 125 | 2.53 62 | 1.54 57 | 4.47 125 | 2.61 134 | 4.68 235 | 2.97 31 | 1.19 120 | 0.00 1 | 0.04 168 | 0.00 1 | 0.03 272 | 0.07 122 | 0.10 179 |
|
| 3.25w_new |  | 2.24 86 | 0.88 96 | 3.97 92 | 2.28 44 | 1.34 240 | 6.00 282 | 1.19 137 | 6.56 88 | 3.26 109 | 3.90 171 | 3.77 99 | 0.62 37 | 2.46 133 | 7.46 157 | 0.99 88 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.06 97 | 0.06 129 |
|
| 3.25w |  | 2.24 86 | 0.88 96 | 3.97 92 | 2.28 44 | 1.34 240 | 6.01 285 | 1.19 137 | 6.56 88 | 3.26 109 | 3.90 171 | 3.77 99 | 0.62 37 | 2.46 133 | 7.44 154 | 0.99 88 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.06 97 | 0.06 129 |
|
| aanet-new-40k |  | 2.30 88 | 1.29 226 | 8.15 341 | 2.62 81 | 2.23 335 | 5.47 227 | 1.80 250 | 6.79 97 | 1.59 29 | 1.14 24 | 4.71 137 | 1.12 59 | 5.55 282 | 2.35 15 | 0.85 63 | 0.00 1 | 0.06 246 | 0.02 280 | 0.04 296 | 0.04 74 | 0.18 283 |
|
| aanet-new-24k |  | 2.30 88 | 1.22 198 | 5.12 161 | 2.70 89 | 1.53 259 | 5.69 257 | 1.70 214 | 6.27 77 | 1.48 18 | 2.45 114 | 5.91 183 | 2.25 122 | 4.48 219 | 3.69 53 | 1.10 106 | 0.00 1 | 0.03 145 | 0.01 250 | 0.25 484 | 0.11 185 | 0.02 20 |
|
| aanet-new-12k |  | 2.30 88 | 0.79 62 | 8.45 358 | 4.28 256 | 0.45 75 | 4.57 144 | 1.75 235 | 8.28 152 | 2.63 74 | 2.70 126 | 1.35 43 | 1.74 89 | 4.57 228 | 3.03 32 | 1.10 106 | 0.01 143 | 0.03 145 | 0.07 368 | 0.01 203 | 0.12 191 | 0.06 129 |
|
| qwe |  | 2.30 88 | 0.82 71 | 3.76 77 | 2.60 80 | 2.75 375 | 4.59 148 | 0.28 57 | 6.62 91 | 2.90 92 | 4.62 195 | 4.62 133 | 0.55 34 | 0.89 50 | 8.78 209 | 2.09 204 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.07 122 | 0.14 235 |
|
| StereoAnything_RVC |  | 2.31 92 | 11.20 639 | 4.65 130 | 2.23 34 | 0.14 1 | 1.49 14 | 0.17 45 | 4.50 16 | 1.24 11 | 1.03 18 | 0.06 1 | 0.20 4 | 3.60 180 | 8.05 177 | 0.59 21 | 0.02 229 | 0.11 375 | 0.00 1 | 0.00 1 | 6.97 641 | 0.03 53 |
|
| aanet-new-32k |  | 2.32 93 | 1.33 241 | 5.55 205 | 2.88 107 | 1.83 294 | 5.87 273 | 1.73 228 | 7.45 116 | 1.37 14 | 1.71 67 | 4.22 113 | 2.66 139 | 6.13 309 | 2.81 26 | 0.64 27 | 0.00 1 | 0.12 388 | 0.00 1 | 0.00 1 | 0.08 139 | 0.09 167 |
|
| aanet-new-30k |  | 2.32 93 | 1.33 241 | 5.55 205 | 2.88 107 | 1.83 294 | 5.87 273 | 1.73 228 | 7.45 116 | 1.37 14 | 1.71 67 | 4.22 113 | 2.66 139 | 6.13 309 | 2.81 26 | 0.64 27 | 0.00 1 | 0.12 388 | 0.00 1 | 0.00 1 | 0.08 139 | 0.09 167 |
|
| 3.75w |  | 2.32 93 | 0.89 101 | 3.85 82 | 2.45 61 | 3.23 405 | 8.15 354 | 1.42 163 | 5.77 54 | 2.79 85 | 2.60 120 | 4.64 134 | 0.31 21 | 2.77 144 | 6.56 122 | 0.94 79 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.06 97 | 0.05 114 |
|
| RAStereo |  | 2.32 93 | 1.08 154 | 6.36 251 | 3.73 205 | 1.39 247 | 1.81 22 | 0.12 31 | 7.70 127 | 7.44 233 | 2.27 104 | 3.94 108 | 3.43 154 | 0.81 46 | 3.55 48 | 2.47 235 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 315 | 0.07 146 |
|
| 2.25w |  | 2.37 97 | 0.87 94 | 4.69 133 | 2.52 69 | 1.76 288 | 3.53 90 | 0.41 66 | 6.10 69 | 2.56 63 | 3.93 175 | 6.70 192 | 0.35 25 | 2.47 135 | 8.53 193 | 2.97 268 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| 2w_stereo |  | 2.37 97 | 0.83 75 | 4.12 108 | 2.73 90 | 1.22 218 | 4.67 156 | 3.90 385 | 6.98 102 | 3.62 121 | 3.48 155 | 5.01 153 | 0.24 11 | 4.36 206 | 4.43 76 | 1.70 162 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| WQFJA1++ |  | 2.38 99 | 0.59 12 | 4.21 113 | 2.66 86 | 1.85 299 | 2.47 39 | 0.29 60 | 7.02 104 | 2.10 50 | 3.41 154 | 2.43 64 | 0.68 45 | 1.63 88 | 7.27 145 | 1.00 96 | 0.01 143 | 0.05 206 | 0.01 250 | 0.01 203 | 9.83 657 | 0.09 167 |
|
| DispViT+ |  | 2.39 100 | 0.66 33 | 3.18 38 | 1.32 5 | 5.13 522 | 2.80 53 | 0.09 20 | 12.73 259 | 6.26 196 | 1.59 59 | 1.01 33 | 0.71 46 | 1.06 59 | 9.26 234 | 1.35 131 | 0.62 535 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 48 | 0.02 20 |
|
| gasm-f |  | 2.39 100 | 0.96 122 | 3.77 78 | 3.84 216 | 0.50 86 | 4.50 137 | 2.54 323 | 8.01 137 | 2.33 57 | 2.24 101 | 5.92 184 | 1.19 62 | 4.05 194 | 6.12 112 | 1.31 128 | 0.01 143 | 0.06 246 | 0.05 333 | 0.00 1 | 0.25 282 | 0.14 235 |
|
| aanet-new-22k |  | 2.41 102 | 1.25 212 | 5.47 195 | 3.25 148 | 0.40 58 | 4.44 134 | 2.00 279 | 8.36 156 | 5.01 156 | 1.72 69 | 4.75 139 | 1.55 80 | 4.99 258 | 3.65 51 | 1.01 99 | 0.00 1 | 0.07 275 | 0.01 250 | 0.03 272 | 0.09 150 | 0.10 179 |
|
| monsterstereo |  | 2.41 102 | 0.98 125 | 4.33 116 | 4.12 234 | 4.48 481 | 1.80 20 | 0.08 17 | 5.78 55 | 5.21 170 | 3.36 150 | 7.40 208 | 0.25 12 | 0.37 18 | 8.92 218 | 1.00 96 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 8 |
|
| aanet-new-90k |  | 2.42 104 | 1.26 216 | 9.16 407 | 2.92 113 | 1.53 259 | 3.13 66 | 1.43 165 | 6.60 90 | 1.73 34 | 0.84 7 | 3.32 86 | 0.91 53 | 5.09 265 | 9.29 236 | 0.80 48 | 0.00 1 | 0.05 206 | 0.00 1 | 0.00 1 | 0.05 90 | 0.25 349 |
|
| LG-Stereo |  | 2.43 105 | 1.44 280 | 7.64 312 | 3.73 205 | 0.82 161 | 3.64 94 | 1.24 142 | 6.41 86 | 5.30 173 | 1.97 85 | 7.31 204 | 0.84 51 | 0.74 39 | 4.85 87 | 2.21 217 | 0.05 314 | 0.04 168 | 0.01 250 | 0.03 272 | 0.33 354 | 0.10 179 |
|
| aanet-32k-new |  | 2.45 106 | 1.49 298 | 5.53 201 | 2.99 125 | 1.32 232 | 5.09 205 | 1.83 256 | 5.66 47 | 1.61 30 | 1.21 31 | 4.15 110 | 2.17 119 | 6.08 307 | 8.40 187 | 1.04 101 | 0.01 143 | 0.07 275 | 0.00 1 | 0.00 1 | 0.10 174 | 0.21 316 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 106 | 0.84 81 | 4.09 104 | 2.41 59 | 1.89 307 | 3.98 106 | 1.61 197 | 11.16 226 | 5.53 181 | 2.00 91 | 4.92 150 | 2.56 133 | 3.54 175 | 2.27 12 | 0.68 34 | 0.02 229 | 0.17 444 | 0.00 1 | 0.43 553 | 0.12 191 | 0.81 499 |
|
| 111111 |  | 2.45 106 | 1.01 132 | 3.89 86 | 3.60 193 | 4.13 456 | 3.49 88 | 0.23 51 | 8.63 165 | 3.25 106 | 2.15 98 | 4.26 116 | 2.29 124 | 2.03 108 | 8.86 217 | 0.94 79 | 0.01 143 | 0.02 103 | 0.08 379 | 0.00 1 | 0.14 205 | 0.04 84 |
|
| PhaseNet |  | 2.46 109 | 1.14 174 | 3.75 76 | 3.35 160 | 0.92 179 | 5.85 268 | 0.43 69 | 7.96 136 | 3.27 111 | 2.28 105 | 2.35 62 | 6.22 235 | 1.10 60 | 6.36 116 | 3.43 301 | 0.15 388 | 0.09 332 | 0.00 1 | 0.00 1 | 0.06 97 | 0.42 419 |
|
| 3.5w_stereo |  | 2.46 109 | 1.21 196 | 4.40 123 | 2.23 34 | 1.53 259 | 6.00 282 | 1.12 132 | 6.82 98 | 2.60 70 | 3.48 155 | 4.35 119 | 0.33 22 | 2.08 111 | 9.99 262 | 3.03 275 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 129 |
|
| aanet-new-78k |  | 2.47 111 | 1.27 219 | 10.18 457 | 3.08 133 | 0.28 19 | 2.19 31 | 1.35 157 | 6.66 93 | 1.44 17 | 1.58 58 | 4.08 109 | 1.02 54 | 6.47 327 | 8.61 196 | 0.83 55 | 0.00 1 | 0.04 168 | 0.00 1 | 0.00 1 | 0.03 48 | 0.22 324 |
|
| aanet-new-36k |  | 2.47 111 | 1.13 171 | 5.18 168 | 2.94 116 | 0.28 19 | 5.32 218 | 1.22 140 | 7.53 119 | 2.20 52 | 1.37 46 | 4.35 119 | 1.56 81 | 6.50 330 | 8.66 204 | 0.91 74 | 0.00 1 | 0.07 275 | 0.02 280 | 0.00 1 | 0.03 48 | 0.14 235 |
|
| aanet-new-70k |  | 2.48 113 | 1.18 188 | 8.17 345 | 2.76 94 | 0.62 112 | 4.98 190 | 1.52 179 | 6.84 99 | 1.57 24 | 1.69 66 | 3.83 103 | 0.84 51 | 5.29 275 | 8.97 222 | 1.12 109 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.03 48 | 0.11 197 |
|
| 3w_stereo |  | 2.49 114 | 0.84 81 | 5.43 188 | 2.46 63 | 0.46 76 | 5.44 225 | 6.54 483 | 7.07 105 | 3.41 118 | 3.30 148 | 4.77 143 | 0.28 16 | 4.24 203 | 4.24 69 | 1.30 126 | 0.00 1 | 0.01 45 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 146 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 115 | 0.89 101 | 4.37 120 | 3.28 153 | 3.42 412 | 3.39 80 | 1.45 166 | 7.88 132 | 3.22 103 | 2.29 106 | 7.74 213 | 3.46 155 | 5.13 266 | 2.00 7 | 0.75 45 | 0.02 229 | 0.30 527 | 0.00 1 | 0.43 553 | 0.11 185 | 0.27 359 |
|
| fffft |  | 2.58 116 | 0.86 91 | 5.15 166 | 3.15 139 | 1.32 232 | 4.44 134 | 4.17 396 | 8.04 140 | 3.29 112 | 3.03 142 | 2.20 61 | 1.88 104 | 1.45 80 | 10.41 273 | 1.80 169 | 0.00 1 | 0.04 168 | 0.00 1 | 0.00 1 | 0.31 336 | 0.10 179 |
| 1: 1. 1 |
| AIO_test |  | 2.59 117 | 0.89 101 | 4.07 102 | 3.70 202 | 2.35 346 | 5.35 220 | 2.39 312 | 8.10 143 | 4.33 137 | 1.35 40 | 4.60 130 | 4.27 180 | 1.35 74 | 7.29 148 | 0.71 41 | 0.76 552 | 0.07 275 | 0.00 1 | 0.09 377 | 0.06 97 | 0.03 53 |
|
| Replicate-Monster |  | 2.63 118 | 3.33 533 | 11.97 492 | 2.38 57 | 1.08 197 | 3.13 66 | 0.44 70 | 6.76 96 | 4.42 141 | 3.79 165 | 1.30 41 | 0.66 44 | 1.15 63 | 8.78 209 | 0.48 9 | 0.01 143 | 0.08 313 | 0.00 1 | 0.00 1 | 0.26 293 | 2.68 595 |
|
| TS12 |  | 2.64 119 | 0.78 57 | 3.08 32 | 2.06 21 | 0.32 28 | 6.38 305 | 0.20 48 | 8.17 146 | 4.25 135 | 2.93 135 | 10.46 256 | 1.46 73 | 3.07 152 | 7.82 169 | 1.77 167 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.04 74 | 0.02 20 |
|
| aanet-new-60k |  | 2.64 119 | 1.31 234 | 9.62 426 | 2.69 88 | 0.91 176 | 6.94 327 | 1.66 205 | 6.67 94 | 1.57 24 | 1.53 56 | 3.90 106 | 2.64 137 | 3.38 166 | 8.81 214 | 0.90 71 | 0.00 1 | 0.07 275 | 0.01 250 | 0.01 203 | 0.04 74 | 0.20 304 |
|
| GIP-stereo |  | 2.66 121 | 1.00 131 | 4.00 94 | 4.99 311 | 3.41 411 | 3.38 79 | 0.77 104 | 8.73 170 | 5.69 186 | 2.08 95 | 5.38 163 | 4.13 176 | 3.21 156 | 5.21 94 | 1.05 104 | 0.01 143 | 0.06 246 | 0.00 1 | 0.00 1 | 0.07 122 | 0.04 84 |
|
| aanet-new-10k |  | 2.69 122 | 1.23 203 | 9.26 409 | 4.00 224 | 0.52 92 | 8.39 359 | 1.89 266 | 7.92 134 | 1.69 33 | 2.89 134 | 2.99 78 | 2.76 141 | 5.48 279 | 3.07 34 | 1.35 131 | 0.00 1 | 0.11 375 | 0.05 333 | 0.04 296 | 0.09 150 | 0.04 84 |
|
| Foundation-i1c-attn |  | 2.71 123 | 0.60 15 | 3.06 29 | 2.24 36 | 0.51 88 | 5.22 211 | 4.50 407 | 8.99 175 | 3.66 123 | 3.62 160 | 3.42 89 | 5.81 224 | 4.90 252 | 6.67 129 | 0.91 74 | 0.02 229 | 0.09 332 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 129 |
|
| Zero-FE251 |  | 2.73 124 | 1.57 334 | 5.05 157 | 4.17 237 | 1.92 312 | 7.26 335 | 0.75 101 | 7.75 130 | 3.01 97 | 4.88 208 | 2.40 63 | 5.44 215 | 4.17 200 | 4.39 74 | 1.31 128 | 0.27 450 | 0.06 246 | 0.04 322 | 0.03 272 | 0.03 48 | 0.12 207 |
|
| MaDis-Stereo |  | 2.73 124 | 1.56 330 | 6.21 249 | 2.96 122 | 2.45 352 | 1.80 20 | 0.28 57 | 7.43 115 | 5.07 163 | 2.57 117 | 3.43 90 | 7.13 262 | 4.71 241 | 5.74 102 | 2.91 265 | 0.00 1 | 0.05 206 | 0.00 1 | 0.00 1 | 0.15 213 | 0.12 207 |
|
| GCAP-Stereo-cres-4k |  | 2.74 126 | 1.02 135 | 5.23 171 | 4.54 278 | 2.61 362 | 9.27 372 | 1.75 235 | 7.23 111 | 3.64 122 | 1.98 87 | 5.02 154 | 2.28 123 | 5.13 266 | 3.57 49 | 1.16 119 | 0.00 1 | 0.13 404 | 0.00 1 | 0.02 245 | 0.05 90 | 0.13 224 |
|
| HUF |  | 2.75 127 | 1.32 238 | 5.28 175 | 2.83 100 | 0.55 97 | 5.23 213 | 2.19 290 | 8.97 173 | 4.23 134 | 1.97 85 | 4.39 122 | 5.03 201 | 2.64 139 | 6.86 136 | 1.44 137 | 0.73 549 | 0.63 595 | 0.09 391 | 0.00 1 | 0.17 236 | 0.44 426 |
|
| LG-Stereo_Zeroshot |  | 2.77 128 | 0.90 110 | 5.49 197 | 4.91 307 | 1.75 287 | 3.75 97 | 0.85 111 | 7.14 107 | 3.33 114 | 3.51 158 | 10.67 259 | 2.03 112 | 5.26 274 | 3.11 35 | 1.80 169 | 0.00 1 | 0.06 246 | 0.00 1 | 0.19 446 | 0.43 397 | 0.19 299 |
|
| IGEV-Stereo+ |  | 2.77 128 | 0.92 113 | 4.09 104 | 3.14 138 | 4.62 492 | 2.57 41 | 0.70 95 | 4.34 14 | 2.29 54 | 1.76 74 | 0.59 23 | 0.77 49 | 3.49 173 | 8.65 202 | 0.68 34 | 0.03 267 | 0.10 353 | 0.00 1 | 0.24 478 | 5.77 635 | 10.68 674 |
|
| gcap_with_dpt |  | 2.78 130 | 0.83 75 | 5.55 205 | 3.02 128 | 4.35 475 | 5.14 208 | 1.31 149 | 7.11 106 | 4.14 132 | 5.93 226 | 11.93 280 | 2.05 114 | 0.57 30 | 2.55 19 | 0.80 48 | 0.00 1 | 0.08 313 | 0.01 250 | 0.09 377 | 0.11 185 | 0.05 114 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 131 | 0.82 71 | 4.94 149 | 2.88 107 | 4.51 487 | 7.85 348 | 1.68 209 | 7.92 134 | 2.72 78 | 2.50 116 | 5.74 181 | 3.82 170 | 6.75 343 | 2.59 20 | 0.94 79 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 185 | 0.03 53 |
|
| AIO_rvc |  | 2.81 132 | 1.10 162 | 4.88 144 | 3.63 196 | 2.59 361 | 5.36 221 | 1.85 259 | 8.21 149 | 4.37 139 | 1.60 61 | 4.74 138 | 4.74 194 | 1.16 64 | 10.10 265 | 1.13 113 | 0.47 506 | 0.04 168 | 0.00 1 | 0.04 296 | 0.15 213 | 0.12 207 |
|
| SMoEStereo_RVC |  | 2.81 132 | 1.07 151 | 5.08 159 | 3.86 219 | 0.60 109 | 6.39 306 | 1.91 268 | 7.82 131 | 3.79 126 | 3.87 170 | 3.69 98 | 2.78 142 | 2.25 117 | 10.60 280 | 1.99 192 | 0.00 1 | 0.02 103 | 0.03 300 | 0.00 1 | 0.25 282 | 0.17 273 |
|
| mms |  | 2.86 134 | 1.38 259 | 5.26 173 | 3.68 199 | 1.84 296 | 4.23 120 | 4.01 388 | 8.01 137 | 4.29 136 | 2.43 113 | 5.53 177 | 3.05 146 | 1.35 74 | 9.22 231 | 2.06 200 | 0.00 1 | 0.06 246 | 0.00 1 | 0.00 1 | 0.36 366 | 0.44 426 |
|
| aanet-new-8k |  | 2.87 135 | 1.08 154 | 5.00 156 | 3.55 183 | 0.36 48 | 5.96 278 | 1.77 245 | 9.42 180 | 4.81 150 | 2.01 93 | 3.89 105 | 1.30 67 | 6.79 346 | 9.92 258 | 1.42 136 | 0.01 143 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 139 | 0.04 84 |
|
| gcap-zeroshot |  | 2.89 136 | 0.89 101 | 5.46 192 | 2.84 101 | 4.48 481 | 4.56 141 | 1.32 152 | 8.66 166 | 7.60 234 | 5.67 221 | 10.03 244 | 1.78 93 | 0.45 21 | 2.69 23 | 1.04 101 | 0.00 1 | 0.07 275 | 0.00 1 | 0.06 344 | 0.10 174 | 0.04 84 |
|
| UniTT-Stereo |  | 2.89 136 | 0.90 110 | 6.74 265 | 4.08 229 | 2.42 349 | 2.63 43 | 0.42 67 | 5.57 43 | 4.88 153 | 5.36 217 | 7.63 211 | 1.09 58 | 1.47 82 | 8.80 213 | 5.11 376 | 0.03 267 | 0.07 275 | 0.00 1 | 0.01 203 | 0.48 418 | 0.11 197 |
|
| testlalala |  | 2.89 136 | 0.89 101 | 5.46 192 | 2.84 101 | 4.48 481 | 4.56 141 | 1.32 152 | 8.66 166 | 7.60 234 | 5.67 221 | 10.03 244 | 1.78 93 | 0.45 21 | 2.69 23 | 1.04 101 | 0.00 1 | 0.07 275 | 0.00 1 | 0.06 344 | 0.10 174 | 0.04 84 |
|
| 1w_stereo |  | 2.90 139 | 0.72 39 | 3.59 61 | 3.30 156 | 2.15 330 | 4.37 126 | 6.74 492 | 6.40 85 | 5.23 171 | 2.83 133 | 7.30 203 | 0.25 12 | 4.36 206 | 8.30 184 | 2.44 233 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 20 |
|
| ours_stereo |  | 2.91 140 | 1.34 246 | 5.14 163 | 3.67 197 | 1.49 255 | 3.87 102 | 2.80 338 | 8.10 143 | 6.28 197 | 2.15 98 | 5.66 179 | 3.98 172 | 1.84 104 | 9.38 238 | 1.77 167 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.32 346 | 0.34 392 |
|
| AIO-Stereo |   | 2.91 140 | 1.19 191 | 5.14 163 | 4.15 236 | 0.79 155 | 4.67 156 | 1.76 241 | 9.59 187 | 5.19 169 | 2.66 125 | 4.76 142 | 5.40 214 | 0.78 42 | 10.30 269 | 1.23 124 | 0.00 1 | 0.06 246 | 0.00 1 | 0.36 532 | 0.09 150 | 0.15 255 |
|
| aanet-new-14k |  | 2.92 142 | 0.98 125 | 7.97 329 | 3.81 213 | 0.32 28 | 4.39 130 | 1.76 241 | 10.49 211 | 9.76 279 | 2.98 139 | 4.82 147 | 0.62 37 | 6.72 338 | 2.51 18 | 1.21 123 | 0.00 1 | 0.02 103 | 0.01 250 | 0.00 1 | 0.08 139 | 0.03 53 |
|
| Foundation-i1b |  | 2.92 142 | 0.62 17 | 3.27 41 | 2.10 24 | 0.80 158 | 6.05 290 | 4.79 418 | 9.72 193 | 3.49 119 | 4.53 192 | 3.28 83 | 6.44 245 | 5.47 278 | 6.76 133 | 0.92 76 | 0.02 229 | 0.09 332 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 53 |
|
| EGLCR-Stereo |  | 2.92 142 | 1.06 144 | 5.28 175 | 3.38 163 | 0.55 97 | 4.59 148 | 0.66 89 | 10.43 210 | 4.81 150 | 3.30 148 | 3.23 82 | 7.93 283 | 1.71 94 | 9.22 231 | 1.62 154 | 0.05 314 | 0.12 388 | 0.00 1 | 0.00 1 | 0.23 270 | 0.16 264 |
|
| Foundation-i1a |  | 2.94 145 | 0.64 25 | 3.21 39 | 2.24 36 | 0.39 57 | 5.32 218 | 3.99 386 | 9.68 189 | 3.94 130 | 5.17 214 | 3.16 81 | 6.62 249 | 5.95 302 | 7.03 139 | 1.32 130 | 0.02 229 | 0.10 353 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 129 |
|
| IGEV++ |  | 2.98 146 | 1.27 219 | 5.17 167 | 5.41 362 | 0.47 77 | 4.63 153 | 1.71 226 | 9.97 199 | 4.75 147 | 2.58 118 | 6.27 188 | 4.35 182 | 4.44 215 | 4.98 91 | 3.05 278 | 0.00 1 | 0.07 275 | 0.00 1 | 0.08 363 | 0.24 277 | 0.18 283 |
|
| IGEV-RUCA |  | 3.00 147 | 1.12 169 | 4.51 126 | 4.78 295 | 2.30 341 | 6.18 293 | 1.80 250 | 7.24 113 | 4.79 148 | 2.63 124 | 4.91 148 | 4.06 173 | 2.44 132 | 9.70 250 | 1.50 141 | 0.14 379 | 0.26 514 | 0.21 482 | 0.29 504 | 0.74 502 | 0.35 398 |
|
| zero-FE |  | 3.01 148 | 1.06 144 | 4.57 128 | 4.18 241 | 4.04 451 | 3.24 74 | 1.51 176 | 6.17 73 | 1.87 44 | 1.00 15 | 2.52 65 | 1.72 87 | 4.92 253 | 6.19 114 | 2.77 255 | 0.27 450 | 0.10 353 | 0.00 1 | 0.05 324 | 13.94 674 | 0.09 167 |
|
| MSCF |  | 3.01 148 | 1.87 422 | 5.23 171 | 3.98 223 | 0.70 130 | 5.42 224 | 1.48 167 | 8.59 159 | 4.59 146 | 5.05 211 | 6.40 189 | 1.76 92 | 7.07 350 | 5.69 100 | 1.36 133 | 0.00 1 | 0.02 103 | 0.00 1 | 0.63 578 | 0.16 225 | 0.24 342 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 150 | 0.89 101 | 5.34 180 | 2.90 111 | 4.48 481 | 4.69 159 | 1.34 155 | 8.59 159 | 8.81 262 | 5.94 228 | 10.70 261 | 1.84 100 | 0.51 24 | 2.94 28 | 1.12 109 | 0.00 1 | 0.07 275 | 0.00 1 | 0.04 296 | 0.09 150 | 0.04 84 |
|
| test_for_model |  | 3.02 150 | 0.89 101 | 5.34 180 | 2.90 111 | 4.48 481 | 4.69 159 | 1.34 155 | 8.59 159 | 8.81 262 | 5.94 228 | 10.70 261 | 1.84 100 | 0.51 24 | 2.94 28 | 1.12 109 | 0.00 1 | 0.07 275 | 0.00 1 | 0.04 296 | 0.09 150 | 0.04 84 |
|
| BStereo |   | 3.05 152 | 1.51 306 | 15.51 549 | 2.95 119 | 1.03 186 | 5.97 279 | 3.41 364 | 6.02 63 | 5.56 182 | 2.75 131 | 1.76 55 | 2.49 131 | 0.78 42 | 7.72 164 | 3.07 279 | 0.01 143 | 0.03 145 | 0.04 322 | 0.09 377 | 0.09 150 | 0.17 273 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 153 | 0.86 91 | 5.37 184 | 2.84 101 | 4.43 479 | 4.03 109 | 1.27 144 | 7.50 118 | 7.27 230 | 6.46 237 | 12.28 286 | 2.19 121 | 0.60 32 | 4.86 88 | 0.90 71 | 0.00 1 | 0.07 275 | 0.00 1 | 0.08 363 | 0.09 150 | 0.05 114 |
|
| Selective-IGEV-i32 |  | 3.06 153 | 1.11 165 | 4.98 150 | 3.56 184 | 1.63 273 | 4.72 163 | 2.15 289 | 10.74 222 | 4.55 142 | 2.94 137 | 4.60 130 | 5.53 217 | 1.78 98 | 10.82 295 | 1.69 159 | 0.00 1 | 0.01 45 | 0.00 1 | 0.14 414 | 0.06 97 | 0.13 224 |
|
| Selective-IGEV |  | 3.06 153 | 1.11 165 | 4.98 150 | 3.56 184 | 1.66 275 | 4.73 164 | 2.14 288 | 10.73 221 | 4.56 143 | 2.93 135 | 4.60 130 | 5.54 218 | 1.77 97 | 10.82 295 | 1.69 159 | 0.00 1 | 0.01 45 | 0.00 1 | 0.14 414 | 0.06 97 | 0.13 224 |
|
| RSM++ |  | 3.08 156 | 1.04 141 | 5.27 174 | 4.25 252 | 0.50 86 | 5.04 201 | 2.63 328 | 10.11 201 | 4.34 138 | 3.16 145 | 4.66 135 | 6.73 251 | 1.87 106 | 9.96 260 | 1.69 159 | 0.00 1 | 0.00 1 | 0.01 250 | 0.18 433 | 0.14 205 | 0.10 179 |
|
| aanet-new |  | 3.09 157 | 1.23 203 | 5.57 210 | 4.01 225 | 2.64 367 | 10.34 384 | 1.80 250 | 7.22 110 | 1.74 35 | 1.88 81 | 5.05 157 | 2.33 125 | 7.68 362 | 9.12 229 | 0.99 88 | 0.01 143 | 0.07 275 | 0.00 1 | 0.00 1 | 0.05 90 | 0.05 114 |
|
| RSM |  | 3.10 158 | 0.98 125 | 4.86 143 | 4.17 237 | 1.08 197 | 4.76 172 | 1.83 256 | 10.14 202 | 4.21 133 | 3.38 152 | 4.34 117 | 7.82 279 | 1.75 96 | 10.69 284 | 1.64 157 | 0.00 1 | 0.03 145 | 0.00 1 | 0.18 433 | 0.13 199 | 0.07 146 |
|
| VIP-Stereo |  | 3.13 159 | 1.39 262 | 4.85 142 | 3.02 128 | 4.34 473 | 15.03 489 | 1.76 241 | 5.70 48 | 3.66 123 | 1.87 80 | 5.38 163 | 2.42 127 | 1.84 104 | 9.45 239 | 1.65 158 | 0.00 1 | 0.08 313 | 0.00 1 | 0.00 1 | 0.06 97 | 0.13 224 |
|
| FlowAnything_test |  | 3.13 159 | 1.42 270 | 6.59 257 | 8.69 536 | 1.35 243 | 8.70 362 | 2.51 319 | 7.60 124 | 3.03 98 | 4.10 179 | 2.67 73 | 3.52 162 | 0.75 40 | 5.86 106 | 4.48 353 | 0.06 335 | 0.03 145 | 0.15 451 | 0.66 582 | 0.16 225 | 0.18 283 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 161 | 0.89 101 | 5.41 187 | 2.73 90 | 4.54 489 | 4.68 158 | 1.28 145 | 9.18 179 | 9.89 282 | 5.93 226 | 11.97 281 | 1.79 97 | 0.42 20 | 3.06 33 | 0.85 63 | 0.00 1 | 0.07 275 | 0.00 1 | 0.07 355 | 0.09 150 | 0.04 84 |
|
| DNS |  | 3.17 162 | 1.01 132 | 5.78 224 | 4.37 265 | 1.53 259 | 4.89 182 | 0.23 51 | 9.46 184 | 5.04 157 | 6.04 232 | 5.88 182 | 8.57 295 | 3.10 153 | 3.80 54 | 1.82 173 | 0.76 552 | 0.07 275 | 0.00 1 | 0.09 377 | 0.72 495 | 0.35 398 |
|
| DDF-Stereo |  | 3.17 162 | 1.08 154 | 4.40 123 | 4.63 286 | 4.02 450 | 3.40 82 | 1.51 176 | 5.27 34 | 1.78 38 | 0.85 9 | 2.57 68 | 1.68 86 | 4.63 234 | 8.01 176 | 2.80 259 | 0.27 450 | 0.13 404 | 0.00 1 | 0.14 414 | 16.19 680 | 0.09 167 |
|
| AEACV |  | 3.17 162 | 1.11 165 | 5.39 186 | 4.55 279 | 5.35 539 | 4.29 123 | 1.60 194 | 6.21 74 | 5.43 177 | 3.08 144 | 7.85 215 | 4.23 178 | 6.55 333 | 5.51 95 | 1.56 147 | 0.00 1 | 0.09 332 | 0.03 300 | 0.32 519 | 0.20 247 | 0.12 207 |
|
| GASTEREO |  | 3.18 165 | 1.99 443 | 5.13 162 | 4.28 256 | 0.70 130 | 5.59 239 | 1.49 171 | 8.66 166 | 4.94 155 | 5.17 214 | 6.84 197 | 1.58 82 | 7.14 352 | 7.72 164 | 1.38 134 | 0.00 1 | 0.02 103 | 0.00 1 | 0.64 580 | 0.08 139 | 0.23 335 |
|
| DEFOM-Stereo_RVC |  | 3.18 165 | 6.90 604 | 3.85 82 | 10.48 590 | 1.59 266 | 4.71 162 | 0.47 74 | 8.39 158 | 2.76 81 | 2.34 108 | 3.12 80 | 0.74 47 | 7.20 355 | 9.02 227 | 1.62 154 | 0.00 1 | 0.14 421 | 0.00 1 | 0.19 446 | 0.02 10 | 0.03 53 |
|
| NLSM3 |  | 3.19 167 | 0.86 91 | 3.90 87 | 3.11 136 | 4.00 449 | 3.18 68 | 0.55 82 | 13.79 295 | 8.23 251 | 3.39 153 | 6.88 199 | 1.79 97 | 3.97 190 | 7.12 143 | 3.01 271 | 0.01 143 | 0.00 1 | 0.05 333 | 0.00 1 | 0.03 48 | 0.01 8 |
|
| SCV |  | 3.20 168 | 1.40 265 | 5.96 232 | 4.71 289 | 0.71 135 | 4.21 119 | 1.70 214 | 10.94 223 | 6.06 191 | 1.85 79 | 4.80 145 | 6.16 231 | 2.74 143 | 9.82 253 | 1.74 164 | 0.05 314 | 0.09 332 | 0.00 1 | 0.24 478 | 0.50 432 | 0.30 373 |
|
| tt45 |  | 3.20 168 | 0.95 117 | 4.36 119 | 3.73 205 | 1.86 301 | 8.19 355 | 2.05 286 | 9.12 178 | 3.36 117 | 5.60 220 | 4.42 123 | 4.61 193 | 2.39 128 | 11.00 304 | 1.96 185 | 0.00 1 | 0.04 168 | 0.00 1 | 0.01 203 | 0.32 346 | 0.10 179 |
|
| MoCha-V2 |  | 3.20 168 | 0.92 113 | 4.82 141 | 5.09 320 | 0.40 58 | 4.63 153 | 1.37 159 | 9.81 195 | 5.41 176 | 5.58 219 | 5.26 161 | 2.63 136 | 6.48 328 | 9.90 257 | 1.15 115 | 0.02 229 | 0.24 502 | 0.00 1 | 0.25 484 | 0.07 122 | 0.04 84 |
|
| Pointernet |  | 3.22 171 | 0.84 81 | 5.79 225 | 3.22 147 | 0.35 43 | 5.27 216 | 0.37 64 | 16.46 346 | 5.96 189 | 4.11 180 | 6.81 196 | 4.84 197 | 2.73 142 | 4.78 85 | 2.52 238 | 0.00 1 | 0.15 428 | 0.00 1 | 0.22 459 | 0.04 74 | 0.02 20 |
|
| SCV_C0 |  | 3.23 172 | 1.31 234 | 6.44 253 | 3.20 143 | 0.82 161 | 4.84 179 | 1.61 197 | 10.34 208 | 6.85 211 | 2.74 130 | 4.91 148 | 6.26 238 | 1.81 102 | 11.06 308 | 1.50 141 | 0.11 366 | 0.06 246 | 0.00 1 | 0.23 468 | 0.33 354 | 0.11 197 |
|
| MGS-Stereo |  | 3.26 173 | 1.29 226 | 6.73 263 | 3.30 156 | 0.47 77 | 4.89 182 | 1.55 185 | 6.15 72 | 8.88 267 | 4.31 184 | 10.15 247 | 5.48 216 | 1.27 68 | 8.09 181 | 1.97 188 | 0.04 288 | 0.01 45 | 0.02 280 | 0.00 1 | 0.57 460 | 0.04 84 |
|
| rrr |  | 3.26 173 | 1.57 334 | 7.72 317 | 3.36 161 | 0.60 109 | 4.93 186 | 1.59 191 | 10.72 220 | 5.11 167 | 3.79 165 | 4.58 128 | 4.53 189 | 4.00 192 | 10.13 266 | 2.09 204 | 0.00 1 | 0.06 246 | 0.00 1 | 0.22 459 | 0.12 191 | 0.18 283 |
|
| CroCo-Stereo |   | 3.27 175 | 1.90 425 | 7.18 287 | 8.50 534 | 1.11 199 | 0.96 3 | 0.97 122 | 10.18 203 | 8.20 249 | 3.59 159 | 4.69 136 | 8.02 287 | 4.53 225 | 2.75 25 | 2.34 224 | 0.01 143 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 336 | 0.11 197 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| fffy |  | 3.28 176 | 1.20 193 | 5.94 231 | 3.67 197 | 0.85 164 | 4.84 179 | 1.75 235 | 10.18 203 | 6.44 199 | 2.60 120 | 6.15 185 | 6.33 241 | 3.16 155 | 10.08 264 | 1.62 154 | 0.00 1 | 0.12 388 | 0.00 1 | 0.00 1 | 0.30 324 | 0.33 388 |
|
| IGEVStereo-DCA |  | 3.31 177 | 1.57 334 | 6.20 244 | 3.36 161 | 0.60 109 | 4.93 186 | 1.70 214 | 13.26 273 | 5.04 157 | 3.79 165 | 4.58 128 | 4.53 189 | 4.00 192 | 10.13 266 | 2.09 204 | 0.00 1 | 0.06 246 | 0.00 1 | 0.18 433 | 0.12 191 | 0.14 235 |
|
| test_xeample3 |  | 3.34 178 | 1.54 317 | 7.67 313 | 3.33 159 | 0.68 124 | 5.74 260 | 1.63 200 | 12.05 237 | 3.88 129 | 6.71 238 | 3.81 102 | 3.17 150 | 3.34 165 | 10.59 279 | 2.07 201 | 0.00 1 | 0.02 103 | 0.00 1 | 0.27 497 | 0.13 199 | 0.16 264 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 179 | 5.20 576 | 20.75 602 | 3.26 149 | 3.66 426 | 3.19 69 | 1.77 245 | 8.61 164 | 2.83 86 | 2.16 100 | 3.61 97 | 3.75 166 | 3.63 182 | 3.13 36 | 1.41 135 | 0.05 314 | 0.12 388 | 0.00 1 | 0.01 203 | 0.13 199 | 0.22 324 |
|
| GLC_STEREO |  | 3.40 180 | 1.06 144 | 3.44 55 | 6.52 448 | 0.20 5 | 4.76 172 | 1.66 205 | 8.97 173 | 6.59 203 | 5.39 218 | 9.04 226 | 5.23 209 | 2.03 108 | 9.76 252 | 2.77 255 | 0.01 143 | 0.03 145 | 0.21 482 | 0.00 1 | 0.23 270 | 0.06 129 |
|
| VMStereo-Base |   | 3.41 181 | 0.84 81 | 4.19 112 | 1.72 9 | 0.47 77 | 3.01 59 | 0.57 83 | 10.10 200 | 14.58 349 | 3.85 169 | 9.11 228 | 7.48 276 | 2.36 125 | 7.75 167 | 1.90 178 | 0.07 346 | 0.08 313 | 0.04 322 | 0.00 1 | 0.06 97 | 0.02 20 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 182 | 0.76 51 | 17.99 581 | 1.92 12 | 2.08 325 | 4.60 150 | 1.60 194 | 7.55 120 | 3.25 106 | 2.62 122 | 5.03 155 | 3.50 160 | 4.57 228 | 1.99 5 | 0.60 23 | 0.04 288 | 0.16 439 | 0.00 1 | 0.20 452 | 0.89 518 | 9.42 669 |
|
| 999 |  | 3.44 182 | 0.92 113 | 4.78 137 | 4.69 288 | 2.34 345 | 7.58 345 | 2.20 291 | 9.81 195 | 6.11 193 | 2.96 138 | 4.79 144 | 5.07 202 | 2.27 122 | 12.10 377 | 2.76 254 | 0.03 267 | 0.09 332 | 0.00 1 | 0.00 1 | 0.29 315 | 0.10 179 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 182 | 0.76 51 | 17.99 581 | 1.92 12 | 2.08 325 | 4.60 150 | 1.60 194 | 7.55 120 | 3.25 106 | 2.62 122 | 5.03 155 | 3.50 160 | 4.57 228 | 1.99 5 | 0.60 23 | 0.04 288 | 0.16 439 | 0.00 1 | 0.20 452 | 0.89 518 | 9.42 669 |
|
| DF |  | 3.48 185 | 1.24 210 | 6.65 259 | 4.11 233 | 1.07 194 | 4.50 137 | 1.71 226 | 8.04 140 | 4.39 140 | 3.91 174 | 9.37 233 | 9.95 318 | 1.48 83 | 9.73 251 | 2.61 243 | 0.01 143 | 0.22 483 | 0.00 1 | 0.33 524 | 0.06 97 | 0.16 264 |
|
| ff7 |  | 3.48 185 | 1.76 402 | 6.20 244 | 3.45 168 | 1.13 203 | 5.02 195 | 1.70 214 | 13.26 273 | 5.04 157 | 4.66 199 | 5.47 172 | 3.49 156 | 4.70 237 | 11.14 313 | 2.01 193 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.30 324 | 0.14 235 |
|
| ffff |  | 3.48 185 | 1.76 402 | 6.20 244 | 3.45 168 | 1.13 203 | 5.02 195 | 1.70 214 | 13.26 273 | 5.04 157 | 4.66 199 | 5.47 172 | 3.49 156 | 4.70 237 | 11.14 313 | 2.01 193 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.30 324 | 0.14 235 |
|
| 11t |  | 3.48 185 | 1.76 402 | 6.20 244 | 3.45 168 | 1.13 203 | 5.02 195 | 1.70 214 | 13.26 273 | 5.04 157 | 4.66 199 | 5.47 172 | 3.49 156 | 4.70 237 | 11.14 313 | 2.01 193 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.30 324 | 0.14 235 |
|
| ccc-4 |  | 3.48 185 | 1.76 402 | 6.20 244 | 3.45 168 | 1.13 203 | 5.02 195 | 1.70 214 | 13.26 273 | 5.04 157 | 4.66 199 | 5.47 172 | 3.49 156 | 4.70 237 | 11.14 313 | 2.01 193 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.30 324 | 0.14 235 |
|
| anonymousdsp |  | 3.51 190 | 1.75 396 | 5.66 215 | 3.49 176 | 1.13 203 | 5.04 201 | 1.74 232 | 13.69 287 | 5.07 163 | 4.83 204 | 5.42 167 | 4.25 179 | 4.44 215 | 11.14 313 | 1.98 190 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.31 336 | 0.13 224 |
|
| castereo++ |  | 3.52 191 | 1.28 222 | 3.96 91 | 3.76 210 | 2.61 362 | 16.87 535 | 1.95 276 | 7.57 122 | 8.51 257 | 2.26 103 | 4.54 127 | 5.10 203 | 2.04 110 | 8.75 208 | 0.74 42 | 0.00 1 | 0.15 428 | 0.00 1 | 0.35 529 | 0.05 90 | 0.02 20 |
|
| IGEV-Stereo |   | 3.52 191 | 1.75 396 | 5.67 216 | 3.49 176 | 1.12 201 | 5.04 201 | 1.73 228 | 13.70 288 | 5.07 163 | 4.83 204 | 5.42 167 | 4.27 180 | 4.43 214 | 11.15 318 | 1.98 190 | 0.00 1 | 0.04 168 | 0.00 1 | 0.18 433 | 0.31 336 | 0.12 207 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 193 | 0.63 22 | 2.94 21 | 3.20 143 | 3.52 420 | 6.18 293 | 4.51 408 | 12.68 258 | 5.38 174 | 5.96 231 | 6.16 186 | 7.37 274 | 4.87 250 | 6.38 117 | 1.27 125 | 0.02 229 | 0.09 332 | 0.00 1 | 0.00 1 | 0.03 48 | 0.04 84 |
|
| CREStereo |  | 3.58 194 | 1.05 143 | 3.35 47 | 2.17 29 | 0.59 105 | 5.61 242 | 0.40 65 | 10.50 212 | 13.34 333 | 6.93 245 | 10.44 254 | 5.29 212 | 3.47 170 | 5.82 104 | 2.62 246 | 0.01 143 | 0.01 45 | 0.02 280 | 0.01 203 | 0.04 74 | 0.01 8 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| LoS |  | 3.59 195 | 1.07 151 | 3.81 80 | 2.80 96 | 0.52 92 | 4.98 190 | 1.18 136 | 10.35 209 | 12.97 323 | 4.54 193 | 10.75 264 | 3.89 171 | 3.27 160 | 8.78 209 | 2.63 247 | 0.03 267 | 0.03 145 | 0.09 391 | 0.00 1 | 0.12 191 | 0.04 84 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 196 | 1.91 428 | 6.17 243 | 3.31 158 | 0.67 123 | 5.51 229 | 6.46 479 | 12.60 256 | 6.23 194 | 3.18 146 | 4.80 145 | 3.64 164 | 3.57 176 | 11.15 318 | 2.11 208 | 0.02 229 | 0.21 473 | 0.01 250 | 0.01 203 | 0.41 391 | 0.14 235 |
|
| trnet |  | 3.62 197 | 0.95 117 | 3.30 43 | 2.21 33 | 0.56 99 | 5.67 255 | 0.42 67 | 10.62 218 | 13.30 331 | 6.89 243 | 10.45 255 | 5.78 222 | 3.69 183 | 5.80 103 | 2.61 243 | 0.00 1 | 0.02 103 | 0.03 300 | 0.01 203 | 0.04 74 | 0.02 20 |
|
| GCAP-BAT |  | 3.64 198 | 1.06 144 | 7.37 301 | 3.46 172 | 3.60 423 | 2.72 47 | 1.55 185 | 8.93 171 | 12.16 309 | 4.62 195 | 6.47 190 | 7.18 267 | 1.80 100 | 9.68 248 | 1.82 173 | 0.04 288 | 0.10 353 | 0.00 1 | 0.01 203 | 0.07 122 | 0.14 235 |
|
| GCAPDPT-zeroshot |  | 3.64 198 | 1.06 144 | 7.35 300 | 3.46 172 | 3.60 423 | 2.72 47 | 1.55 185 | 8.93 171 | 12.16 309 | 4.62 195 | 6.47 190 | 7.18 267 | 1.80 100 | 9.68 248 | 1.81 171 | 0.04 288 | 0.10 353 | 0.00 1 | 0.01 203 | 0.07 122 | 0.14 235 |
|
| U |  | 3.65 200 | 0.64 25 | 5.91 229 | 3.91 220 | 11.89 659 | 11.50 415 | 0.20 48 | 7.66 126 | 5.38 174 | 1.79 76 | 2.55 67 | 0.76 48 | 1.61 86 | 2.34 14 | 0.70 39 | 0.00 1 | 0.04 168 | 10.60 672 | 5.47 661 | 0.04 74 | 0.02 20 |
|
| water-stereo |  | 3.66 201 | 0.84 81 | 4.79 140 | 3.60 193 | 0.79 155 | 5.03 200 | 0.89 116 | 12.93 263 | 5.45 179 | 5.82 224 | 14.74 309 | 6.51 248 | 4.76 247 | 3.37 40 | 3.26 293 | 0.03 267 | 0.13 404 | 0.09 391 | 0.04 296 | 0.06 97 | 0.07 146 |
|
| Anonymus123 |  | 3.68 202 | 1.51 306 | 15.51 549 | 2.95 119 | 1.03 186 | 12.63 438 | 3.41 364 | 11.91 234 | 5.56 182 | 2.75 131 | 1.76 55 | 2.49 131 | 0.78 42 | 7.72 164 | 3.07 279 | 0.01 143 | 0.03 145 | 0.04 322 | 0.09 377 | 0.09 150 | 0.17 273 |
|
| Occ-G |  | 3.68 202 | 1.07 151 | 4.68 131 | 3.11 136 | 1.26 222 | 3.63 93 | 6.75 493 | 7.88 132 | 4.90 154 | 4.37 189 | 8.36 217 | 9.68 315 | 4.39 209 | 9.65 246 | 3.23 292 | 0.00 1 | 0.11 375 | 0.00 1 | 0.19 446 | 0.19 243 | 0.07 146 |
|
| DA |  | 3.70 204 | 0.83 75 | 4.78 137 | 5.07 317 | 0.70 130 | 16.50 530 | 1.94 273 | 9.42 180 | 7.22 226 | 4.02 176 | 6.78 193 | 5.96 227 | 4.49 221 | 4.16 66 | 1.54 144 | 0.05 314 | 0.12 388 | 0.00 1 | 0.00 1 | 0.06 97 | 0.26 353 |
|
| GGEV |  | 3.70 204 | 0.83 75 | 4.78 137 | 5.07 317 | 0.70 130 | 16.50 530 | 1.94 273 | 9.42 180 | 7.22 226 | 4.02 176 | 6.78 193 | 5.96 227 | 4.49 221 | 4.16 66 | 1.54 144 | 0.05 314 | 0.12 388 | 0.00 1 | 0.00 1 | 0.06 97 | 0.26 353 |
|
| rvit_stereo_0081_aga |  | 3.72 206 | 2.39 490 | 8.60 370 | 5.27 349 | 2.99 394 | 5.02 195 | 1.94 273 | 8.12 145 | 6.24 195 | 6.74 239 | 6.85 198 | 5.85 225 | 3.28 162 | 7.31 149 | 3.04 276 | 0.02 229 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 466 | 0.22 324 |
|
| GCAP-Stereo |  | 3.72 206 | 1.60 344 | 7.39 302 | 4.24 247 | 0.37 50 | 5.78 262 | 1.12 132 | 12.28 241 | 6.53 202 | 8.35 263 | 9.69 237 | 6.62 249 | 3.57 176 | 4.58 83 | 1.91 180 | 0.00 1 | 0.07 275 | 0.05 333 | 0.00 1 | 0.25 282 | 0.04 84 |
|
| LoS_RVC |  | 3.72 206 | 2.57 503 | 3.90 87 | 4.27 254 | 7.61 614 | 5.39 223 | 2.90 343 | 7.29 114 | 3.84 127 | 3.67 162 | 10.20 248 | 3.66 165 | 4.48 219 | 6.19 114 | 2.14 212 | 0.01 143 | 0.03 145 | 0.00 1 | 0.00 1 | 0.06 97 | 6.15 638 |
|
| HART |  | 3.80 209 | 1.52 310 | 5.45 191 | 4.85 301 | 0.51 88 | 4.41 133 | 0.76 102 | 12.59 255 | 5.08 166 | 5.95 230 | 12.76 290 | 6.87 256 | 1.72 95 | 10.71 286 | 1.84 175 | 0.00 1 | 0.13 404 | 0.10 410 | 0.00 1 | 0.45 402 | 0.26 353 |
|
| DN |  | 3.83 210 | 1.19 191 | 4.90 146 | 4.27 254 | 3.75 431 | 6.26 298 | 0.71 97 | 11.51 229 | 11.19 299 | 3.90 171 | 5.72 180 | 10.08 320 | 2.26 121 | 7.28 146 | 1.96 185 | 0.00 1 | 0.20 465 | 0.32 518 | 0.32 519 | 0.32 346 | 0.53 448 |
|
| CES |  | 3.85 211 | 1.14 174 | 2.91 19 | 3.05 130 | 11.37 654 | 5.37 222 | 1.02 126 | 9.52 186 | 8.82 264 | 3.50 157 | 9.21 232 | 1.78 93 | 0.90 51 | 6.53 121 | 2.37 226 | 0.02 229 | 0.04 168 | 0.01 250 | 0.00 1 | 1.62 557 | 7.74 659 |
|
| WCG-NET |  | 3.86 212 | 0.96 122 | 5.80 226 | 2.92 113 | 0.28 19 | 4.48 136 | 1.80 250 | 7.23 111 | 15.03 352 | 8.77 274 | 9.58 236 | 6.94 260 | 4.20 201 | 6.92 138 | 2.05 198 | 0.00 1 | 0.08 313 | 0.00 1 | 0.00 1 | 0.14 205 | 0.08 161 |
|
| CASnet |  | 3.91 213 | 1.03 140 | 4.68 131 | 4.98 309 | 0.27 16 | 4.99 193 | 2.95 344 | 11.02 225 | 11.02 294 | 10.61 297 | 11.76 277 | 4.15 177 | 1.65 91 | 5.85 105 | 1.91 180 | 0.50 512 | 0.00 1 | 0.59 548 | 0.12 403 | 0.13 199 | 0.02 20 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 214 | 1.78 411 | 8.60 370 | 6.26 431 | 1.73 283 | 3.48 85 | 2.36 305 | 7.71 128 | 15.81 371 | 4.41 190 | 5.39 165 | 5.14 205 | 3.94 188 | 7.95 174 | 3.57 304 | 0.01 143 | 0.01 45 | 0.00 1 | 0.01 203 | 0.39 383 | 0.10 179 |
|
| rvit_stereo_0082 |  | 3.93 214 | 1.78 411 | 8.60 370 | 6.26 431 | 1.73 283 | 3.48 85 | 2.36 305 | 7.71 128 | 15.81 371 | 4.41 190 | 5.39 165 | 5.14 205 | 3.94 188 | 7.95 174 | 3.57 304 | 0.01 143 | 0.01 45 | 0.00 1 | 0.01 203 | 0.39 383 | 0.10 179 |
|
| castereo |  | 3.96 216 | 1.45 282 | 4.33 116 | 3.73 205 | 1.04 189 | 6.35 303 | 7.23 510 | 9.95 198 | 15.86 374 | 3.01 141 | 7.69 212 | 3.59 163 | 7.43 358 | 5.17 93 | 1.88 176 | 0.03 267 | 0.13 404 | 0.00 1 | 0.26 490 | 0.07 122 | 0.03 53 |
|
| rvit_stereo_0080 |  | 3.98 217 | 2.11 468 | 7.62 310 | 3.68 199 | 1.90 310 | 4.16 113 | 7.60 517 | 9.69 190 | 8.13 246 | 5.08 212 | 7.39 206 | 6.27 239 | 4.44 215 | 6.73 131 | 3.92 329 | 0.20 410 | 0.01 45 | 0.00 1 | 0.00 1 | 0.55 451 | 0.12 207 |
|
| whm_eth |  | 3.98 217 | 2.11 468 | 7.62 310 | 3.68 199 | 1.90 310 | 4.16 113 | 7.60 517 | 9.69 190 | 8.13 246 | 5.08 212 | 7.39 206 | 6.27 239 | 4.44 215 | 6.73 131 | 3.92 329 | 0.20 410 | 0.01 45 | 0.00 1 | 0.00 1 | 0.55 451 | 0.12 207 |
|
| MC-Stereo |  | 3.99 219 | 0.95 117 | 4.70 135 | 5.09 320 | 0.44 74 | 3.77 98 | 1.79 248 | 9.86 197 | 7.05 223 | 6.34 236 | 13.35 297 | 6.83 255 | 6.34 323 | 10.80 293 | 1.75 165 | 0.00 1 | 0.11 375 | 0.06 356 | 0.24 478 | 0.12 191 | 0.14 235 |
|
| CroCo-Stereo Lap2 |  | 4.01 220 | 2.03 458 | 8.14 340 | 9.82 569 | 6.03 571 | 1.11 4 | 0.79 106 | 9.71 192 | 7.98 242 | 3.26 147 | 4.99 151 | 9.08 302 | 5.80 294 | 6.08 110 | 4.39 349 | 0.00 1 | 0.05 206 | 0.00 1 | 0.00 1 | 0.71 491 | 0.30 373 |
|
| depthmonostereo |  | 4.02 221 | 1.64 361 | 5.29 178 | 4.40 266 | 1.19 214 | 8.04 352 | 1.16 135 | 15.24 318 | 12.52 314 | 4.62 195 | 7.49 210 | 4.11 175 | 4.80 249 | 6.61 124 | 2.71 252 | 0.04 288 | 0.21 473 | 0.11 423 | 0.07 355 | 0.07 122 | 0.02 20 |
|
| MM-Stereo_test2 |  | 4.03 222 | 1.20 193 | 7.42 303 | 5.18 338 | 0.76 151 | 7.24 334 | 2.26 300 | 14.57 304 | 8.19 248 | 6.89 243 | 5.13 159 | 4.85 198 | 3.80 185 | 10.49 276 | 1.96 185 | 0.00 1 | 0.12 388 | 0.00 1 | 0.09 377 | 0.33 354 | 0.08 161 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 223 | 10.05 625 | 27.86 621 | 2.06 21 | 3.89 437 | 3.82 100 | 1.73 228 | 8.20 147 | 3.20 102 | 2.36 110 | 4.75 139 | 2.89 144 | 2.70 140 | 4.26 71 | 0.58 20 | 0.04 288 | 0.14 421 | 0.00 1 | 0.44 557 | 0.47 415 | 1.52 558 |
|
| CAS++ |  | 4.07 224 | 1.67 370 | 6.02 236 | 4.17 237 | 1.02 185 | 4.26 122 | 1.68 209 | 19.10 401 | 10.01 284 | 9.18 277 | 9.17 230 | 1.98 107 | 1.41 78 | 9.54 242 | 1.73 163 | 0.02 229 | 0.05 206 | 0.00 1 | 0.00 1 | 0.32 346 | 0.11 197 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 225 | 9.32 616 | 33.97 640 | 2.49 68 | 3.65 425 | 2.87 55 | 1.51 176 | 8.07 142 | 2.71 77 | 2.04 94 | 4.75 139 | 3.05 146 | 3.21 156 | 2.20 11 | 0.66 31 | 0.03 267 | 0.19 459 | 0.00 1 | 0.41 546 | 0.75 503 | 1.05 529 |
|
| plain |  | 4.15 225 | 1.67 370 | 9.97 447 | 4.86 302 | 2.97 393 | 3.27 75 | 1.41 161 | 8.20 147 | 5.51 180 | 3.37 151 | 16.69 335 | 3.03 145 | 2.71 141 | 14.44 467 | 3.91 328 | 0.14 379 | 0.00 1 | 0.03 300 | 0.01 203 | 0.69 486 | 0.14 235 |
|
| PSi22 |  | 4.19 227 | 1.37 253 | 4.15 111 | 3.83 215 | 0.37 50 | 4.56 141 | 0.25 53 | 7.21 109 | 15.42 362 | 4.31 184 | 6.96 200 | 13.76 393 | 5.93 298 | 13.23 436 | 1.88 176 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.37 373 | 0.20 304 |
|
| DilatedVolume-Stereo |   | 4.23 228 | 1.38 259 | 5.58 213 | 3.85 218 | 1.58 264 | 10.80 399 | 1.02 126 | 11.59 230 | 5.65 184 | 11.75 309 | 9.98 238 | 4.54 191 | 3.29 163 | 9.83 254 | 3.01 271 | 0.05 314 | 0.18 452 | 0.08 379 | 0.23 468 | 0.08 139 | 0.06 129 |
|
| quiztm |  | 4.28 229 | 1.71 381 | 5.37 184 | 4.86 302 | 5.11 519 | 4.60 150 | 2.84 341 | 13.08 271 | 7.79 240 | 8.37 265 | 11.40 273 | 6.75 253 | 2.57 137 | 7.18 144 | 2.59 242 | 0.80 561 | 0.03 145 | 0.00 1 | 0.07 355 | 0.41 391 | 0.11 197 |
|
| MIF-Stereo (partial) |  | 4.33 230 | 1.23 203 | 7.27 293 | 5.04 313 | 5.31 537 | 3.47 84 | 0.95 121 | 9.06 176 | 7.41 232 | 4.15 183 | 15.76 322 | 5.38 213 | 5.22 271 | 11.56 338 | 4.21 342 | 0.04 288 | 0.02 103 | 0.05 333 | 0.03 272 | 0.34 360 | 0.12 207 |
|
| MyStereo07 |  | 4.38 231 | 1.92 432 | 5.06 158 | 6.09 418 | 4.31 469 | 6.54 312 | 9.96 554 | 15.35 322 | 5.15 168 | 4.34 187 | 5.65 178 | 3.15 149 | 5.77 293 | 11.33 327 | 1.81 171 | 0.06 335 | 0.10 353 | 0.03 300 | 0.04 296 | 0.63 475 | 0.30 373 |
|
| XX-TBD |  | 4.45 232 | 10.67 632 | 3.01 26 | 10.28 586 | 0.57 101 | 5.84 266 | 0.07 16 | 7.57 122 | 12.24 312 | 11.43 307 | 14.74 309 | 4.07 174 | 1.66 92 | 4.51 82 | 2.05 198 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.26 293 | 0.01 8 |
|
| rvit_stereo_0083 |  | 4.53 233 | 1.94 436 | 9.94 445 | 7.12 486 | 1.67 277 | 4.98 190 | 2.80 338 | 8.25 150 | 18.22 407 | 4.76 203 | 7.78 214 | 6.41 244 | 4.87 250 | 7.54 158 | 3.74 316 | 0.11 366 | 0.04 168 | 0.00 1 | 0.01 203 | 0.24 277 | 0.16 264 |
|
| FE-Mocha |  | 4.54 234 | 2.08 464 | 9.99 449 | 4.36 264 | 2.16 331 | 4.76 172 | 0.81 107 | 13.59 283 | 4.81 150 | 13.39 357 | 11.04 267 | 11.38 341 | 3.45 167 | 5.97 108 | 2.12 211 | 0.03 267 | 0.14 421 | 0.14 444 | 0.38 539 | 0.12 191 | 0.18 283 |
|
| Reg-Stereo(zero) |  | 4.54 234 | 0.68 35 | 4.39 122 | 3.20 143 | 1.30 226 | 3.29 77 | 0.89 116 | 16.64 349 | 12.89 322 | 10.01 286 | 10.70 261 | 10.29 323 | 4.51 224 | 8.83 215 | 2.63 247 | 0.01 143 | 0.14 421 | 0.00 1 | 0.13 408 | 0.03 48 | 0.17 273 |
|
| NLMM |  | 4.55 236 | 1.18 188 | 5.44 189 | 3.48 174 | 5.88 569 | 13.44 454 | 1.59 191 | 11.98 236 | 8.84 265 | 4.92 209 | 5.44 169 | 6.20 233 | 5.05 261 | 9.85 255 | 7.60 438 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.09 150 | 0.10 179 |
|
| WQFJA1 |  | 4.56 237 | 1.18 188 | 5.44 189 | 3.48 174 | 5.88 569 | 13.44 454 | 1.59 191 | 11.97 235 | 8.85 266 | 4.92 209 | 5.44 169 | 6.20 233 | 5.05 261 | 10.03 263 | 7.60 438 | 0.01 143 | 0.01 45 | 0.00 1 | 0.00 1 | 0.09 150 | 0.10 179 |
|
| WCG-NET(raft) |  | 4.57 238 | 1.16 182 | 6.01 235 | 2.95 119 | 0.19 4 | 5.09 205 | 2.01 281 | 10.28 206 | 15.34 360 | 8.64 272 | 11.43 274 | 9.63 313 | 5.06 263 | 10.96 302 | 2.19 215 | 0.00 1 | 0.13 404 | 0.00 1 | 0.01 203 | 0.14 205 | 0.12 207 |
|
| SE |  | 4.60 239 | 1.47 285 | 5.19 169 | 4.23 245 | 0.85 164 | 9.99 377 | 4.88 423 | 12.51 248 | 10.59 289 | 10.28 292 | 11.98 282 | 4.92 200 | 5.94 299 | 3.97 60 | 1.76 166 | 2.49 624 | 0.07 275 | 0.26 497 | 0.19 446 | 0.37 373 | 0.12 207 |
|
| CREStereo++_RVC |  | 4.61 240 | 0.99 130 | 3.70 71 | 4.08 229 | 2.01 321 | 3.94 104 | 0.10 26 | 9.10 177 | 16.94 386 | 8.65 273 | 16.77 337 | 4.46 184 | 2.18 114 | 5.72 101 | 3.12 283 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 682 | 0.02 10 | 0.01 8 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| WQFJX1 |  | 4.68 241 | 1.09 160 | 5.54 204 | 4.07 226 | 5.82 564 | 10.92 406 | 3.99 386 | 10.31 207 | 10.17 285 | 5.90 225 | 4.99 151 | 5.79 223 | 5.18 268 | 12.80 415 | 6.89 419 | 0.01 143 | 0.00 1 | 0.01 250 | 0.00 1 | 0.15 213 | 0.06 129 |
|
| iRaftStereo_RVC |  | 4.68 241 | 1.51 306 | 6.89 276 | 4.91 307 | 0.72 144 | 5.26 215 | 0.46 73 | 17.60 363 | 10.47 288 | 9.53 281 | 15.13 314 | 5.75 221 | 3.24 159 | 8.93 219 | 2.22 218 | 0.00 1 | 0.09 332 | 0.00 1 | 0.00 1 | 0.46 408 | 0.41 416 |
|
| WQFJX |  | 4.69 243 | 1.22 198 | 5.36 183 | 3.29 155 | 5.73 560 | 14.19 471 | 1.93 271 | 11.24 227 | 8.68 259 | 5.78 223 | 5.47 172 | 5.72 220 | 5.99 305 | 12.05 369 | 6.87 417 | 0.02 229 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 185 | 0.15 255 |
|
| Former-RAFT_DAM_RVC |  | 4.69 243 | 2.56 502 | 8.72 375 | 4.26 253 | 3.52 420 | 9.22 370 | 1.48 167 | 13.54 281 | 18.88 414 | 7.47 254 | 7.08 202 | 2.04 113 | 2.24 116 | 9.66 247 | 2.27 221 | 0.05 314 | 0.02 103 | 0.07 368 | 0.00 1 | 0.53 444 | 0.21 316 |
|
| TANstereo |  | 4.70 245 | 1.08 154 | 4.01 95 | 3.53 182 | 0.47 77 | 14.26 472 | 0.15 38 | 8.67 169 | 12.54 315 | 12.50 322 | 18.43 357 | 5.20 207 | 4.54 227 | 5.68 99 | 2.07 201 | 0.00 1 | 0.13 404 | 0.00 1 | 0.01 203 | 0.02 10 | 0.63 469 |
|
| Weightmod |  | 4.73 246 | 1.47 285 | 4.38 121 | 2.73 90 | 2.87 382 | 10.79 398 | 1.76 241 | 11.42 228 | 9.66 275 | 8.14 258 | 10.48 257 | 9.45 309 | 6.51 332 | 9.57 244 | 3.48 302 | 0.87 571 | 0.25 510 | 0.06 356 | 0.02 245 | 0.55 451 | 0.18 283 |
|
| rvit_stereo_ft |  | 4.73 246 | 2.68 508 | 9.30 412 | 11.34 612 | 2.74 374 | 4.18 117 | 8.45 528 | 9.77 194 | 9.90 283 | 4.04 178 | 6.26 187 | 6.73 251 | 4.72 243 | 8.99 223 | 5.03 374 | 0.01 143 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 307 | 0.09 167 |
|
| MSKI-zero shot |  | 4.76 248 | 1.56 330 | 5.98 233 | 5.14 331 | 1.13 203 | 6.55 314 | 1.55 185 | 12.76 260 | 8.06 244 | 10.44 295 | 11.50 275 | 13.47 389 | 2.38 126 | 12.07 375 | 1.90 178 | 0.01 143 | 0.20 465 | 0.02 280 | 0.29 504 | 0.14 205 | 0.14 235 |
|
| Weightmod_eth |  | 4.78 249 | 1.21 196 | 4.72 136 | 4.31 262 | 4.65 495 | 7.97 350 | 2.77 334 | 13.53 280 | 6.62 204 | 7.96 257 | 8.11 216 | 9.28 304 | 8.39 382 | 9.49 240 | 1.48 138 | 4.37 646 | 0.10 353 | 0.00 1 | 0.00 1 | 0.51 436 | 0.18 283 |
|
| NLSM1 |  | 4.91 250 | 1.17 185 | 5.72 220 | 4.31 262 | 5.71 559 | 13.78 460 | 1.41 161 | 14.12 298 | 9.85 281 | 5.22 216 | 10.88 266 | 4.43 183 | 4.74 245 | 10.99 303 | 5.64 394 | 0.00 1 | 0.00 1 | 0.01 250 | 0.00 1 | 0.09 150 | 0.04 84 |
|
| GGDA |   | 4.98 251 | 1.35 250 | 5.28 175 | 3.28 153 | 1.27 223 | 5.60 241 | 1.68 209 | 13.06 270 | 14.02 339 | 10.05 287 | 15.39 317 | 7.15 264 | 5.21 270 | 11.58 340 | 4.40 350 | 0.01 143 | 0.01 45 | 0.01 250 | 0.00 1 | 0.11 185 | 0.05 114 |
|
| NLCSM |  | 4.99 252 | 1.39 262 | 5.75 221 | 5.86 393 | 5.86 568 | 11.21 412 | 3.80 381 | 10.71 219 | 8.54 258 | 8.36 264 | 5.25 160 | 4.57 192 | 6.65 335 | 13.57 447 | 7.59 437 | 0.29 456 | 0.01 45 | 0.00 1 | 0.01 203 | 0.24 277 | 0.13 224 |
|
| MM-Stereo_test1 |  | 5.04 253 | 1.17 185 | 6.08 238 | 5.38 358 | 0.80 158 | 4.99 193 | 7.07 502 | 13.43 279 | 12.00 307 | 12.94 342 | 10.20 248 | 5.92 226 | 6.69 336 | 11.26 325 | 2.19 215 | 0.01 143 | 0.11 375 | 0.00 1 | 0.00 1 | 0.42 395 | 0.07 146 |
|
| sCroCo_RVC |  | 5.06 254 | 3.29 531 | 16.45 563 | 10.72 594 | 6.64 587 | 5.83 264 | 2.74 332 | 9.67 188 | 8.06 244 | 3.66 161 | 9.20 231 | 4.81 196 | 4.95 255 | 8.12 183 | 4.64 358 | 0.64 539 | 0.50 577 | 0.06 356 | 0.03 272 | 0.70 489 | 0.42 419 |
|
| RT-Monster |  | 5.07 255 | 1.10 162 | 4.69 133 | 3.44 167 | 4.24 460 | 5.19 210 | 0.81 107 | 12.47 245 | 19.77 420 | 13.38 356 | 13.37 298 | 9.84 316 | 3.27 160 | 7.69 162 | 1.91 180 | 0.04 288 | 0.08 313 | 0.00 1 | 0.00 1 | 0.05 90 | 0.12 207 |
|
| RAFT-Stereo-weight |  | 5.07 255 | 0.93 116 | 5.57 210 | 4.24 247 | 0.72 144 | 6.05 290 | 1.63 200 | 17.77 368 | 17.16 387 | 10.99 303 | 10.22 250 | 12.06 359 | 1.67 93 | 9.25 233 | 2.69 250 | 0.06 335 | 0.11 375 | 0.00 1 | 0.00 1 | 0.15 213 | 0.12 207 |
|
| tg |  | 5.09 257 | 1.48 292 | 6.73 263 | 4.83 297 | 1.23 219 | 7.57 344 | 0.49 75 | 18.35 382 | 11.87 303 | 9.28 279 | 14.61 306 | 7.15 264 | 4.12 196 | 10.58 277 | 2.74 253 | 0.00 1 | 0.04 168 | 0.00 1 | 0.00 1 | 0.45 402 | 0.36 402 |
|
| model_zeroshot |  | 5.12 258 | 1.53 312 | 9.70 437 | 5.33 354 | 1.54 263 | 8.71 363 | 2.23 297 | 15.60 329 | 8.29 252 | 13.74 361 | 10.02 243 | 10.57 327 | 2.97 148 | 8.47 190 | 2.61 243 | 0.02 229 | 0.18 452 | 0.14 444 | 0.25 484 | 0.06 97 | 0.34 392 |
|
| AE-Stereo |  | 5.15 259 | 1.56 330 | 7.99 332 | 8.70 537 | 2.18 332 | 9.12 369 | 3.02 348 | 11.78 232 | 13.30 331 | 4.34 187 | 12.84 291 | 10.83 330 | 4.53 225 | 8.71 206 | 2.82 260 | 0.04 288 | 0.44 561 | 0.05 333 | 0.33 524 | 0.20 247 | 0.17 273 |
|
| 4D-IteraStereo |  | 5.15 259 | 1.47 285 | 7.98 330 | 4.89 306 | 4.69 496 | 6.25 296 | 1.85 259 | 13.23 272 | 16.30 377 | 14.18 367 | 11.26 270 | 8.33 291 | 1.61 86 | 8.07 178 | 2.42 228 | 0.00 1 | 0.05 206 | 0.08 379 | 0.01 203 | 0.19 243 | 0.15 255 |
|
| ManiGeoR |   | 5.19 261 | 1.66 367 | 8.59 368 | 3.09 134 | 3.05 396 | 5.94 276 | 1.66 205 | 19.05 398 | 9.74 277 | 6.25 233 | 14.27 303 | 6.24 236 | 4.97 256 | 12.44 393 | 6.57 412 | 0.01 143 | 0.00 1 | 0.05 333 | 0.00 1 | 0.15 213 | 0.03 53 |
|
| HLf10 |  | 5.19 261 | 1.66 367 | 8.59 368 | 3.09 134 | 3.05 396 | 5.94 276 | 1.66 205 | 19.05 398 | 9.74 277 | 6.25 233 | 14.27 303 | 6.24 236 | 4.97 256 | 12.44 393 | 6.57 412 | 0.01 143 | 0.00 1 | 0.05 333 | 0.00 1 | 0.15 213 | 0.03 53 |
|
| CAS |  | 5.20 263 | 0.78 57 | 3.30 43 | 17.06 653 | 7.59 613 | 8.07 353 | 6.31 469 | 9.46 184 | 9.09 268 | 4.57 194 | 10.67 259 | 1.91 106 | 1.22 66 | 4.18 68 | 2.16 213 | 10.33 673 | 0.02 103 | 0.00 1 | 0.02 245 | 0.44 400 | 6.83 647 |
|
| test_1 |  | 5.20 263 | 1.06 144 | 7.72 317 | 4.21 244 | 0.59 105 | 6.69 317 | 3.03 349 | 12.98 266 | 17.51 396 | 12.35 320 | 8.66 221 | 13.20 380 | 4.12 196 | 9.00 225 | 2.11 208 | 0.00 1 | 0.05 206 | 0.00 1 | 0.32 519 | 0.25 282 | 0.18 283 |
|
| NLMM1 |  | 5.21 265 | 1.29 226 | 6.55 256 | 3.79 212 | 5.49 546 | 12.43 435 | 3.31 361 | 12.18 240 | 15.22 355 | 7.19 253 | 8.46 218 | 5.22 208 | 4.60 232 | 12.03 365 | 6.29 408 | 0.00 1 | 0.02 103 | 0.00 1 | 0.00 1 | 0.10 174 | 0.07 146 |
|
| test-3 |  | 5.21 265 | 1.06 144 | 7.71 316 | 4.19 242 | 0.59 105 | 6.72 320 | 3.01 347 | 12.96 264 | 17.49 395 | 12.53 330 | 8.65 219 | 13.20 380 | 4.14 198 | 9.00 225 | 2.11 208 | 0.00 1 | 0.05 206 | 0.00 1 | 0.32 519 | 0.25 282 | 0.18 283 |
|
| EAI-Stereo |  | 5.21 265 | 1.74 387 | 8.46 360 | 5.69 376 | 1.37 246 | 5.67 255 | 3.52 370 | 18.77 391 | 5.65 184 | 9.75 282 | 16.08 326 | 6.36 242 | 3.57 176 | 11.73 353 | 3.64 309 | 0.01 143 | 0.33 539 | 0.03 300 | 1.06 608 | 0.21 252 | 0.65 477 |
|
| TestStereo_HL2 |  | 5.22 268 | 1.38 259 | 5.53 201 | 3.26 149 | 1.86 301 | 5.59 239 | 2.00 279 | 12.91 262 | 13.35 334 | 10.93 302 | 18.83 364 | 7.13 262 | 5.06 263 | 11.93 362 | 4.59 356 | 0.01 143 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 139 | 0.02 20 |
|
| tt1 |  | 5.27 269 | 1.99 443 | 5.11 160 | 6.02 414 | 0.26 10 | 10.59 393 | 4.22 400 | 18.45 384 | 16.31 378 | 6.75 240 | 8.95 225 | 4.75 195 | 9.15 399 | 10.82 295 | 1.61 152 | 0.00 1 | 0.05 206 | 0.00 1 | 0.04 296 | 0.26 293 | 0.14 235 |
|
| IGEV-FE |  | 5.28 270 | 2.03 458 | 14.26 533 | 6.10 421 | 1.33 237 | 4.32 124 | 1.03 129 | 14.46 299 | 6.50 200 | 13.33 354 | 11.86 278 | 11.00 332 | 3.47 170 | 10.71 286 | 3.65 311 | 0.03 267 | 0.22 483 | 0.15 451 | 0.26 490 | 0.80 508 | 0.20 304 |
|
| ACVNet-DCA |  | 5.28 270 | 2.00 445 | 4.99 152 | 5.89 395 | 0.26 10 | 10.85 401 | 5.38 432 | 20.20 414 | 11.88 304 | 6.95 246 | 10.01 239 | 4.49 186 | 9.78 414 | 10.79 290 | 1.59 149 | 0.00 1 | 0.05 206 | 0.00 1 | 0.04 296 | 0.25 282 | 0.20 304 |
|
| IGEV_Zeroshot_test |  | 5.28 270 | 2.03 458 | 14.26 533 | 6.09 418 | 1.33 237 | 4.32 124 | 1.03 129 | 14.46 299 | 6.50 200 | 13.33 354 | 11.89 279 | 11.01 333 | 3.45 167 | 10.71 286 | 3.64 309 | 0.03 267 | 0.22 483 | 0.15 451 | 0.26 490 | 0.80 508 | 0.20 304 |
|
| HLf8 |  | 5.31 273 | 1.68 376 | 7.70 315 | 3.15 139 | 2.75 375 | 7.19 332 | 1.88 262 | 17.68 365 | 16.71 382 | 7.82 255 | 13.88 300 | 6.00 229 | 3.75 184 | 11.89 361 | 3.81 322 | 0.01 143 | 0.00 1 | 0.01 250 | 0.00 1 | 0.15 213 | 0.04 84 |
|
| RCA-Stereo |  | 5.32 274 | 1.08 154 | 5.91 229 | 4.29 260 | 0.51 88 | 5.65 245 | 4.12 393 | 16.97 353 | 18.67 412 | 8.27 262 | 14.16 301 | 8.86 297 | 8.90 394 | 6.45 119 | 2.18 214 | 0.00 1 | 0.07 275 | 0.10 410 | 0.00 1 | 0.10 174 | 0.07 146 |
|
| cc1 |  | 5.34 275 | 2.00 445 | 4.99 152 | 5.89 395 | 0.26 10 | 10.85 401 | 5.38 432 | 17.85 372 | 15.48 364 | 6.95 246 | 10.01 239 | 4.49 186 | 9.78 414 | 10.79 290 | 1.59 149 | 0.00 1 | 0.05 206 | 0.00 1 | 0.04 296 | 0.30 324 | 0.13 224 |
|
| PMTNet |  | 5.36 276 | 0.97 124 | 3.42 52 | 1.97 14 | 1.30 226 | 8.96 364 | 0.69 94 | 12.33 242 | 12.16 309 | 8.50 269 | 11.35 271 | 6.09 230 | 4.50 223 | 9.34 237 | 2.70 251 | 22.71 689 | 0.01 45 | 0.04 322 | 0.02 245 | 0.06 97 | 0.01 8 |
|
| cross-raft |  | 5.37 277 | 1.23 203 | 6.66 261 | 5.91 400 | 1.25 220 | 6.00 282 | 1.48 167 | 15.82 335 | 7.70 238 | 12.95 343 | 20.80 399 | 11.63 344 | 4.42 210 | 8.59 195 | 2.23 219 | 0.01 143 | 0.21 473 | 0.00 1 | 0.22 459 | 0.21 252 | 0.10 179 |
|
| xyz-stereo-finetune |  | 5.39 278 | 1.47 285 | 5.53 201 | 2.65 83 | 0.30 24 | 11.94 423 | 3.28 354 | 12.96 264 | 21.28 440 | 8.14 258 | 12.32 287 | 6.19 232 | 3.62 181 | 11.80 357 | 5.98 400 | 0.01 143 | 0.02 103 | 0.00 1 | 0.02 245 | 0.16 225 | 0.04 84 |
|
| TestStereo-Hl |   | 5.40 279 | 1.33 241 | 5.55 205 | 3.00 126 | 0.89 171 | 5.51 229 | 4.03 389 | 14.53 302 | 13.48 335 | 10.10 289 | 16.08 326 | 8.99 299 | 8.18 378 | 12.60 406 | 3.48 302 | 0.05 314 | 0.03 145 | 0.01 250 | 0.00 1 | 0.16 225 | 0.06 129 |
|
| HH |  | 5.47 280 | 2.08 464 | 9.00 390 | 4.88 304 | 1.07 194 | 4.93 186 | 3.60 377 | 16.68 350 | 6.83 209 | 8.39 266 | 12.14 284 | 15.05 411 | 9.06 397 | 12.68 407 | 1.93 183 | 0.02 229 | 0.17 444 | 0.18 466 | 0.00 1 | 0.28 307 | 0.48 438 |
|
| HanStereo |  | 5.47 280 | 2.08 464 | 9.00 390 | 4.88 304 | 1.07 194 | 4.93 186 | 3.60 377 | 16.68 350 | 6.83 209 | 8.39 266 | 12.14 284 | 15.05 411 | 9.06 397 | 12.68 407 | 1.93 183 | 0.02 229 | 0.17 444 | 0.18 466 | 0.00 1 | 0.28 307 | 0.48 438 |
|
| test_4 |  | 5.47 280 | 0.98 125 | 5.56 209 | 6.55 452 | 0.62 112 | 5.53 232 | 1.88 262 | 11.68 231 | 6.00 190 | 12.60 334 | 30.86 530 | 7.48 276 | 3.87 186 | 12.25 385 | 2.97 268 | 0.00 1 | 0.07 275 | 0.03 300 | 0.14 414 | 0.34 360 | 0.04 84 |
|
| HUI-Stereo |  | 5.48 283 | 1.74 387 | 9.01 392 | 5.08 319 | 0.42 66 | 5.65 245 | 2.77 334 | 12.55 254 | 7.03 222 | 12.54 332 | 18.10 351 | 13.07 378 | 6.71 337 | 9.92 258 | 3.74 316 | 0.61 532 | 0.08 313 | 0.09 391 | 0.00 1 | 0.22 255 | 0.23 335 |
|
| RAFT-Stereo + iAFF |  | 5.48 283 | 1.66 367 | 7.56 306 | 3.49 176 | 0.40 58 | 2.75 49 | 0.67 90 | 16.07 341 | 14.76 350 | 12.27 317 | 18.67 362 | 11.95 354 | 8.08 376 | 7.84 170 | 2.89 262 | 0.01 143 | 0.06 246 | 0.00 1 | 0.00 1 | 0.37 373 | 0.04 84 |
|
| ROB_FTStereo |  | 5.49 285 | 1.74 387 | 8.96 387 | 5.09 320 | 0.42 66 | 5.65 245 | 1.68 209 | 12.53 253 | 7.00 215 | 12.53 330 | 18.00 348 | 13.02 374 | 6.74 340 | 11.51 335 | 3.81 322 | 0.60 528 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.22 324 |
|
| PSM-adaLoss |  | 5.50 286 | 1.74 387 | 9.03 396 | 5.09 320 | 0.42 66 | 5.66 250 | 1.98 278 | 12.50 246 | 7.01 220 | 12.52 324 | 18.13 354 | 12.96 370 | 6.77 345 | 11.11 311 | 3.83 324 | 0.72 545 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.22 324 |
|
| ROB_FTStereo_v2 |  | 5.53 287 | 1.74 387 | 8.97 389 | 5.09 320 | 0.42 66 | 5.64 244 | 2.02 282 | 12.50 246 | 7.00 215 | 12.51 323 | 18.10 351 | 12.99 371 | 6.72 338 | 11.50 334 | 4.04 340 | 0.70 541 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.23 335 |
|
| CRE-IMP |  | 5.53 287 | 1.63 360 | 9.62 426 | 5.65 371 | 0.48 82 | 7.02 329 | 1.70 214 | 11.84 233 | 8.33 254 | 12.99 346 | 16.02 325 | 11.08 335 | 6.23 315 | 12.06 372 | 5.06 375 | 0.28 454 | 0.07 275 | 0.09 391 | 0.00 1 | 0.24 277 | 0.21 316 |
|
| RAFT-IKP |  | 5.53 287 | 1.74 387 | 8.95 384 | 5.09 320 | 0.41 61 | 5.45 226 | 2.08 287 | 12.52 250 | 7.00 215 | 12.52 324 | 18.13 354 | 12.93 369 | 6.79 346 | 11.59 343 | 3.99 335 | 0.80 561 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.22 324 |
|
| LL-Strereo2 |  | 5.54 290 | 2.17 475 | 9.12 402 | 5.65 371 | 2.54 358 | 6.48 308 | 2.27 301 | 15.08 313 | 7.79 240 | 10.99 303 | 10.26 251 | 15.94 425 | 3.50 174 | 13.25 437 | 3.63 308 | 0.00 1 | 0.13 404 | 1.34 606 | 0.10 390 | 0.30 324 | 0.19 299 |
|
| iGMRVC |  | 5.54 290 | 1.74 387 | 9.01 392 | 5.09 320 | 0.42 66 | 5.66 250 | 1.81 254 | 12.61 257 | 7.02 221 | 12.52 324 | 18.11 353 | 13.02 374 | 6.64 334 | 11.57 339 | 4.16 341 | 0.82 565 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.21 316 |
|
| Gwc-CoAtRS |  | 5.54 290 | 1.22 198 | 8.40 353 | 4.28 256 | 1.36 245 | 6.93 326 | 1.31 149 | 15.48 324 | 15.03 352 | 12.62 335 | 13.32 296 | 12.74 367 | 5.71 291 | 8.61 196 | 2.98 270 | 0.01 143 | 0.22 483 | 0.00 1 | 0.29 504 | 0.28 307 | 0.07 146 |
|
| test_3 |  | 5.55 293 | 1.02 135 | 8.07 337 | 6.18 426 | 0.54 95 | 9.00 365 | 3.28 354 | 13.55 282 | 18.66 411 | 11.97 314 | 8.89 224 | 13.98 395 | 4.05 194 | 8.96 221 | 2.10 207 | 0.00 1 | 0.05 206 | 0.00 1 | 0.31 516 | 0.26 293 | 0.18 283 |
|
| CFNet-RSSM |  | 5.55 293 | 1.08 154 | 8.60 370 | 4.30 261 | 1.21 217 | 6.42 307 | 1.25 143 | 16.12 342 | 17.84 400 | 13.12 347 | 11.14 269 | 11.84 349 | 5.52 280 | 9.14 230 | 2.35 225 | 0.01 143 | 0.20 465 | 0.00 1 | 0.36 532 | 0.34 360 | 0.07 146 |
|
| TestStereo_HLe17 |  | 5.56 295 | 1.69 379 | 9.09 400 | 3.07 131 | 2.43 351 | 7.21 333 | 2.98 345 | 17.93 375 | 16.13 376 | 8.49 268 | 16.14 329 | 5.57 219 | 4.29 205 | 12.87 417 | 3.21 290 | 0.04 288 | 0.00 1 | 0.01 250 | 0.00 1 | 0.10 174 | 0.04 84 |
|
| Patchmatch Stereo++ |  | 5.56 295 | 1.74 387 | 9.01 392 | 5.09 320 | 0.41 61 | 5.66 250 | 2.40 313 | 12.52 250 | 7.00 215 | 12.52 324 | 18.08 349 | 13.02 374 | 6.74 340 | 11.59 343 | 4.01 337 | 0.78 555 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.22 324 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.56 295 | 1.74 387 | 9.01 392 | 5.09 320 | 0.41 61 | 5.66 250 | 2.40 313 | 12.52 250 | 7.00 215 | 12.52 324 | 18.08 349 | 13.02 374 | 6.74 340 | 11.59 343 | 4.01 337 | 0.78 555 | 0.09 332 | 0.09 391 | 0.00 1 | 0.22 255 | 0.22 324 |
|
| raftrobust |  | 5.56 295 | 1.42 270 | 6.00 234 | 7.04 480 | 5.11 519 | 4.90 185 | 1.88 262 | 17.13 356 | 13.72 337 | 11.87 311 | 11.58 276 | 7.82 279 | 9.21 400 | 10.28 268 | 2.92 266 | 0.02 229 | 0.05 206 | 0.00 1 | 0.00 1 | 0.22 255 | 0.11 197 |
|
| 1test111 |  | 5.59 299 | 2.00 445 | 4.99 152 | 5.89 395 | 0.26 10 | 10.85 401 | 5.38 432 | 20.20 414 | 11.88 304 | 6.95 246 | 10.01 239 | 4.49 186 | 9.78 414 | 11.09 309 | 7.45 430 | 0.00 1 | 0.05 206 | 0.00 1 | 0.04 296 | 0.25 282 | 0.20 304 |
|
| xyz-stereo-finetune2 |  | 5.60 300 | 1.64 361 | 5.87 227 | 2.44 60 | 0.32 28 | 15.39 497 | 1.90 267 | 10.59 217 | 5.28 172 | 10.58 296 | 17.82 346 | 7.37 274 | 8.93 395 | 14.86 476 | 8.46 466 | 0.01 143 | 0.02 103 | 0.08 379 | 0.14 414 | 0.23 270 | 0.04 84 |
|
| test-1 |  | 5.62 301 | 1.53 312 | 14.78 544 | 7.44 499 | 1.11 199 | 7.99 351 | 1.19 137 | 13.03 268 | 12.04 308 | 9.39 280 | 15.23 316 | 11.15 338 | 5.56 283 | 7.06 141 | 3.57 304 | 0.07 346 | 0.50 577 | 0.00 1 | 0.10 390 | 0.16 225 | 0.47 434 |
|
| DeepStereo_RVC |  | 5.65 302 | 1.65 363 | 9.06 398 | 5.21 344 | 0.56 99 | 5.55 237 | 1.84 258 | 12.16 239 | 7.22 226 | 13.94 363 | 14.96 312 | 12.58 363 | 10.27 423 | 11.25 324 | 5.81 398 | 0.39 486 | 0.10 353 | 0.11 423 | 0.00 1 | 0.18 239 | 0.22 324 |
|
| HLF11 |  | 5.67 303 | 1.55 320 | 8.56 365 | 3.38 163 | 3.06 398 | 4.57 144 | 1.23 141 | 18.20 381 | 9.49 274 | 9.83 284 | 16.96 338 | 7.53 278 | 4.93 254 | 15.35 483 | 8.47 467 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 270 | 0.01 8 |
|
| MM-Stereo_test3 |  | 5.71 304 | 1.22 198 | 5.59 214 | 5.84 392 | 5.43 543 | 4.74 169 | 6.54 483 | 19.30 403 | 23.72 473 | 8.53 270 | 11.36 272 | 7.15 264 | 2.84 146 | 8.62 198 | 2.51 237 | 0.05 314 | 0.07 275 | 0.00 1 | 0.00 1 | 0.45 402 | 0.17 273 |
|
| EKT-Stereo |  | 5.73 305 | 1.42 270 | 7.85 321 | 7.16 488 | 5.35 539 | 5.22 211 | 4.41 404 | 18.13 380 | 14.05 340 | 8.77 274 | 12.85 292 | 9.55 311 | 4.26 204 | 11.19 320 | 2.45 234 | 0.45 500 | 0.23 491 | 0.07 368 | 0.10 390 | 0.16 225 | 0.87 510 |
|
| NRIStereo |  | 5.73 305 | 1.67 370 | 8.42 355 | 5.72 382 | 0.41 61 | 6.71 319 | 2.60 325 | 14.73 308 | 10.71 293 | 12.39 321 | 15.07 313 | 11.58 343 | 6.23 315 | 12.06 372 | 4.78 362 | 0.61 532 | 0.17 444 | 0.11 423 | 0.00 1 | 0.28 307 | 0.27 359 |
|
| rvit_0105_6 |  | 5.74 307 | 2.76 509 | 14.29 535 | 9.83 571 | 1.73 283 | 5.18 209 | 5.24 427 | 10.21 205 | 20.31 426 | 6.26 235 | 6.78 193 | 10.10 322 | 6.43 326 | 11.20 322 | 3.33 296 | 0.18 398 | 0.29 524 | 0.00 1 | 0.00 1 | 0.51 436 | 0.14 235 |
|
| RAFT-Test |  | 5.75 308 | 1.32 238 | 6.77 270 | 4.07 226 | 1.71 281 | 9.95 376 | 1.56 189 | 15.78 334 | 8.34 256 | 12.73 338 | 23.83 439 | 11.80 347 | 4.69 236 | 8.99 223 | 2.57 240 | 0.01 143 | 0.29 524 | 0.00 1 | 0.38 539 | 0.16 225 | 0.07 146 |
|
| Selective-RAFT |  | 5.78 309 | 0.83 75 | 10.24 458 | 6.70 463 | 0.72 144 | 15.49 502 | 1.13 134 | 13.82 296 | 15.41 361 | 6.97 250 | 6.97 201 | 11.63 344 | 8.27 380 | 12.32 387 | 4.73 360 | 0.10 359 | 0.01 45 | 0.00 1 | 0.26 490 | 0.07 122 | 0.03 53 |
|
| SMOE |  | 5.86 310 | 1.15 180 | 5.68 217 | 4.41 267 | 0.90 174 | 13.49 456 | 6.83 495 | 17.46 361 | 11.25 300 | 11.53 308 | 14.89 311 | 9.61 312 | 7.48 359 | 6.40 118 | 2.77 255 | 0.23 431 | 0.01 45 | 2.36 627 | 0.05 324 | 0.45 402 | 0.34 392 |
|
| 11t1 |  | 5.86 310 | 1.10 162 | 7.74 319 | 5.18 338 | 1.44 248 | 13.82 463 | 2.36 305 | 14.92 311 | 7.26 229 | 12.98 345 | 11.10 268 | 11.24 339 | 9.30 402 | 11.59 343 | 6.54 410 | 0.10 359 | 0.16 439 | 0.00 1 | 0.01 203 | 0.18 239 | 0.23 335 |
|
| s12784h |  | 5.87 312 | 0.88 96 | 4.11 107 | 3.01 127 | 0.51 88 | 18.49 555 | 0.98 124 | 18.89 395 | 17.60 397 | 12.52 324 | 12.46 288 | 7.87 282 | 5.01 260 | 11.05 307 | 3.13 285 | 0.73 549 | 0.01 45 | 0.04 322 | 0.00 1 | 0.07 122 | 0.01 8 |
|
| H2IRNET |  | 5.89 313 | 1.14 174 | 6.65 259 | 4.13 235 | 2.24 337 | 4.15 112 | 0.73 99 | 12.10 238 | 13.21 327 | 7.09 251 | 20.45 391 | 15.74 421 | 10.74 431 | 10.36 271 | 7.84 446 | 0.06 335 | 0.00 1 | 0.07 368 | 0.53 570 | 0.37 373 | 0.16 264 |
|
| anonymousdsp2 |  | 5.93 314 | 1.54 317 | 8.34 347 | 4.43 272 | 0.38 56 | 9.24 371 | 4.11 391 | 21.92 442 | 17.36 392 | 12.28 319 | 10.08 246 | 10.05 319 | 4.42 210 | 11.04 305 | 2.54 239 | 0.01 143 | 0.02 103 | 0.30 516 | 0.18 433 | 0.21 252 | 0.18 283 |
|
| GMStereo |   | 5.94 315 | 3.84 550 | 10.86 474 | 5.13 330 | 0.71 135 | 7.27 336 | 2.66 330 | 12.38 243 | 25.14 490 | 12.01 316 | 10.66 258 | 5.12 204 | 3.46 169 | 11.39 330 | 6.16 406 | 0.45 500 | 0.02 103 | 0.05 333 | 0.31 516 | 0.86 514 | 0.25 349 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| S0 |  | 5.95 316 | 1.20 193 | 5.32 179 | 4.51 275 | 2.78 378 | 18.26 550 | 13.84 609 | 12.84 261 | 7.10 224 | 11.37 306 | 13.26 295 | 8.10 288 | 5.94 299 | 8.70 205 | 2.58 241 | 1.95 610 | 0.27 518 | 0.15 451 | 0.07 355 | 0.45 402 | 0.20 304 |
|
| RALCasStereoNet |  | 5.95 316 | 2.02 455 | 7.09 286 | 7.06 481 | 5.10 518 | 6.36 304 | 5.44 438 | 13.97 297 | 13.25 329 | 9.93 285 | 17.45 342 | 10.37 325 | 3.89 187 | 11.64 348 | 4.24 345 | 0.02 229 | 0.46 568 | 0.10 410 | 0.00 1 | 0.20 247 | 0.31 381 |
|
| GMOStereo |  | 5.97 318 | 1.55 320 | 7.18 287 | 5.17 333 | 0.71 135 | 5.54 233 | 2.21 292 | 10.54 213 | 12.86 318 | 18.29 474 | 22.01 417 | 17.06 441 | 6.27 317 | 6.62 125 | 2.43 229 | 0.00 1 | 0.23 491 | 0.12 427 | 0.00 1 | 0.46 408 | 0.10 179 |
|
| error version |  | 5.97 318 | 1.55 320 | 7.18 287 | 5.17 333 | 0.71 135 | 5.54 233 | 2.21 292 | 10.54 213 | 12.86 318 | 18.29 474 | 22.01 417 | 17.06 441 | 6.27 317 | 6.62 125 | 2.43 229 | 0.00 1 | 0.23 491 | 0.12 427 | 0.00 1 | 0.46 408 | 0.10 179 |
|
| test-v |  | 5.97 318 | 1.55 320 | 7.18 287 | 5.17 333 | 0.71 135 | 5.54 233 | 2.21 292 | 10.54 213 | 12.86 318 | 18.29 474 | 22.01 417 | 17.06 441 | 6.27 317 | 6.62 125 | 2.43 229 | 0.00 1 | 0.23 491 | 0.12 427 | 0.00 1 | 0.46 408 | 0.10 179 |
|
| test-2 |  | 5.97 318 | 1.55 320 | 7.18 287 | 5.17 333 | 0.71 135 | 5.54 233 | 2.21 292 | 10.54 213 | 12.86 318 | 18.29 474 | 22.01 417 | 17.06 441 | 6.27 317 | 6.62 125 | 2.43 229 | 0.00 1 | 0.23 491 | 0.12 427 | 0.00 1 | 0.46 408 | 0.10 179 |
|
| xx1 |  | 5.99 322 | 2.00 445 | 4.99 152 | 5.89 395 | 0.26 10 | 10.85 401 | 5.38 432 | 17.84 370 | 15.48 364 | 6.95 246 | 10.01 239 | 16.02 428 | 11.15 443 | 10.79 290 | 1.59 149 | 0.00 1 | 0.05 206 | 0.02 280 | 0.05 324 | 0.25 282 | 0.20 304 |
|
| rafts_anoy |  | 6.02 323 | 1.67 370 | 6.27 250 | 6.53 449 | 4.98 508 | 5.30 217 | 2.53 320 | 13.77 293 | 21.01 434 | 12.70 337 | 16.23 331 | 8.56 294 | 5.65 289 | 9.09 228 | 5.22 381 | 0.04 288 | 0.31 531 | 0.09 391 | 0.03 272 | 0.25 282 | 0.17 273 |
|
| TestStereo |  | 6.02 323 | 2.55 501 | 7.33 299 | 5.57 367 | 1.68 280 | 6.05 290 | 1.78 247 | 13.73 290 | 16.40 381 | 10.87 301 | 23.79 438 | 9.00 300 | 5.63 288 | 11.26 325 | 3.96 332 | 0.09 352 | 0.01 45 | 0.00 1 | 0.00 1 | 0.69 486 | 0.01 8 |
|
| Any-RAFT |  | 6.04 325 | 1.16 182 | 4.52 127 | 4.47 273 | 1.20 215 | 10.46 385 | 1.97 277 | 21.84 437 | 15.52 366 | 11.21 305 | 19.37 370 | 13.34 383 | 4.72 243 | 8.65 202 | 2.03 197 | 0.01 143 | 0.19 459 | 0.00 1 | 0.00 1 | 0.04 74 | 0.08 161 |
|
| iRaft-Stereo_20w |  | 6.06 326 | 1.84 419 | 12.04 494 | 4.23 245 | 1.67 277 | 6.77 323 | 2.22 296 | 18.73 390 | 6.08 192 | 14.72 377 | 10.33 252 | 13.42 388 | 8.14 377 | 15.88 499 | 3.08 282 | 0.01 143 | 0.24 502 | 0.13 439 | 0.39 542 | 0.61 469 | 0.71 487 |
|
| DCRE |  | 6.07 327 | 1.75 396 | 8.41 354 | 7.20 489 | 3.82 436 | 6.48 308 | 4.18 399 | 15.52 326 | 10.42 287 | 9.24 278 | 22.47 427 | 11.71 346 | 5.46 277 | 10.62 281 | 3.02 274 | 0.02 229 | 0.26 514 | 0.05 333 | 0.30 511 | 0.15 213 | 0.24 342 |
|
| XX-Stereo |  | 6.14 328 | 1.47 285 | 9.11 401 | 11.87 619 | 6.76 591 | 3.27 75 | 0.93 119 | 15.13 315 | 5.43 177 | 8.79 276 | 28.46 493 | 13.71 392 | 2.22 115 | 11.51 335 | 2.07 201 | 0.20 410 | 0.24 502 | 0.08 379 | 0.29 504 | 1.04 528 | 0.13 224 |
|
| AFF-stereo |  | 6.17 329 | 1.61 349 | 7.02 283 | 4.08 229 | 0.64 116 | 3.53 90 | 0.76 102 | 16.00 339 | 13.14 325 | 12.86 339 | 25.42 455 | 15.67 420 | 7.86 369 | 11.12 312 | 3.21 290 | 0.02 229 | 0.06 246 | 0.00 1 | 0.00 1 | 0.40 388 | 0.08 161 |
|
| knoymous |  | 6.19 330 | 1.49 298 | 4.49 125 | 3.81 213 | 1.87 305 | 5.84 266 | 5.76 446 | 14.51 301 | 14.18 343 | 13.31 353 | 21.59 413 | 12.64 364 | 6.49 329 | 12.41 392 | 4.03 339 | 0.12 372 | 0.13 404 | 0.12 427 | 0.00 1 | 0.71 491 | 0.35 398 |
|
| TRStereo |  | 6.22 331 | 6.09 590 | 11.30 479 | 9.19 550 | 7.41 609 | 4.75 171 | 1.74 232 | 19.70 406 | 11.74 302 | 10.61 297 | 8.65 219 | 10.67 328 | 3.22 158 | 13.81 453 | 3.60 307 | 0.31 461 | 0.23 491 | 0.12 427 | 0.36 532 | 0.48 418 | 0.38 406 |
|
| AnonymousM |  | 6.33 332 | 11.42 640 | 3.06 29 | 3.93 221 | 1.49 255 | 4.54 140 | 3.29 356 | 11.00 224 | 7.70 238 | 16.52 430 | 9.38 234 | 9.07 301 | 3.97 190 | 7.10 142 | 3.01 271 | 0.43 496 | 0.07 275 | 22.69 685 | 7.67 671 | 0.06 97 | 0.21 316 |
|
| AIO-test1 |  | 6.38 333 | 1.41 269 | 5.70 219 | 9.77 567 | 5.61 550 | 9.09 367 | 1.79 248 | 21.63 435 | 20.69 430 | 6.75 240 | 17.68 344 | 8.19 289 | 4.99 258 | 10.38 272 | 3.16 286 | 0.01 143 | 0.01 45 | 0.00 1 | 0.13 408 | 0.28 307 | 0.26 353 |
|
| MyStereo06 |  | 6.40 334 | 1.76 402 | 13.15 509 | 6.19 427 | 4.40 477 | 7.09 330 | 9.95 552 | 16.68 350 | 6.98 214 | 12.91 340 | 10.76 265 | 17.84 462 | 5.71 291 | 9.97 261 | 3.39 299 | 0.06 335 | 0.10 353 | 0.02 280 | 0.04 296 | 0.73 497 | 0.29 370 |
|
| DCANet-4 |  | 6.41 335 | 1.02 135 | 9.66 431 | 3.41 165 | 0.68 124 | 4.73 164 | 1.70 214 | 17.70 366 | 24.33 483 | 15.10 388 | 20.25 385 | 6.45 246 | 8.65 386 | 8.47 190 | 5.31 385 | 0.01 143 | 0.04 168 | 0.00 1 | 0.00 1 | 0.09 150 | 0.63 469 |
|
| riskmin |  | 6.42 336 | 1.29 226 | 6.76 269 | 3.95 222 | 2.25 338 | 10.49 387 | 2.53 320 | 15.11 314 | 17.60 397 | 9.77 283 | 12.91 293 | 15.25 416 | 12.04 468 | 11.58 340 | 5.11 376 | 0.14 379 | 0.24 502 | 0.13 439 | 0.03 272 | 0.61 469 | 0.69 482 |
|
| DisPM |  | 6.43 337 | 1.31 234 | 8.36 349 | 6.61 458 | 1.06 193 | 5.83 264 | 3.82 383 | 13.04 269 | 11.63 301 | 16.38 425 | 23.88 441 | 12.80 368 | 6.50 330 | 13.03 431 | 3.04 276 | 0.51 515 | 0.01 45 | 0.08 379 | 0.15 423 | 0.10 174 | 0.42 419 |
|
| Lsterematch |  | 6.44 338 | 1.75 396 | 6.90 277 | 3.57 190 | 0.63 114 | 8.44 360 | 1.54 183 | 12.51 248 | 16.89 385 | 16.22 420 | 25.52 457 | 9.64 314 | 4.42 210 | 12.06 372 | 7.98 451 | 0.00 1 | 0.04 168 | 0.00 1 | 0.00 1 | 0.29 315 | 0.31 381 |
|
| DCANet |  | 6.46 339 | 1.59 340 | 7.28 294 | 3.51 181 | 0.68 124 | 4.77 177 | 1.75 235 | 15.33 320 | 23.62 468 | 15.55 404 | 20.73 398 | 7.31 271 | 11.56 458 | 8.83 215 | 5.26 383 | 0.00 1 | 0.05 206 | 0.00 1 | 0.00 1 | 0.26 293 | 1.11 534 |
|
| S |  | 6.47 340 | 1.14 174 | 6.16 242 | 3.77 211 | 5.27 532 | 15.96 510 | 7.30 511 | 15.06 312 | 16.00 375 | 13.40 358 | 17.00 339 | 6.36 242 | 8.81 392 | 7.41 153 | 3.32 295 | 0.22 421 | 0.07 275 | 0.59 548 | 0.41 546 | 0.53 444 | 0.57 459 |
|
| RALAANet |  | 6.49 341 | 2.49 497 | 9.69 436 | 7.09 482 | 4.98 508 | 6.23 295 | 1.68 209 | 19.90 411 | 14.26 344 | 15.04 387 | 14.56 305 | 12.69 366 | 4.38 208 | 12.91 421 | 3.07 279 | 0.02 229 | 0.07 275 | 0.00 1 | 0.10 390 | 0.51 436 | 0.15 255 |
|
| Pruner-Stereo |  | 6.59 342 | 1.51 306 | 8.71 374 | 6.34 436 | 0.85 164 | 5.66 250 | 4.15 394 | 13.74 291 | 11.02 294 | 18.11 469 | 22.09 422 | 15.86 424 | 5.80 294 | 11.75 355 | 5.15 378 | 0.60 528 | 0.02 103 | 0.18 466 | 0.10 390 | 0.07 122 | 0.16 264 |
|
| sAnonymous2 |  | 6.59 342 | 6.21 592 | 19.05 588 | 8.91 540 | 5.27 532 | 4.58 146 | 6.69 489 | 15.56 327 | 11.12 297 | 4.86 206 | 8.71 222 | 3.81 168 | 7.93 370 | 7.38 151 | 2.89 262 | 0.09 352 | 0.07 275 | 0.05 333 | 0.28 500 | 11.25 665 | 7.10 652 |
|
| CroCo_RVC |  | 6.59 342 | 6.21 592 | 19.05 588 | 8.91 540 | 5.27 532 | 4.58 146 | 6.69 489 | 15.56 327 | 11.12 297 | 4.86 206 | 8.71 222 | 3.81 168 | 7.93 370 | 7.38 151 | 2.89 262 | 0.09 352 | 0.07 275 | 0.05 333 | 0.28 500 | 11.25 665 | 7.10 652 |
|
| SST-Stereo |  | 6.60 345 | 1.46 283 | 8.37 350 | 6.68 461 | 0.77 152 | 6.01 285 | 1.93 271 | 14.68 307 | 9.24 270 | 19.09 492 | 20.43 390 | 16.86 439 | 8.59 385 | 13.49 443 | 3.80 321 | 0.22 421 | 0.05 206 | 0.13 439 | 0.00 1 | 0.08 139 | 0.05 114 |
|
| PSM-softLoss |  | 6.61 346 | 1.60 344 | 9.42 418 | 6.48 444 | 0.88 169 | 5.65 245 | 2.04 284 | 22.64 447 | 8.77 260 | 13.95 364 | 22.11 424 | 13.01 372 | 5.22 271 | 12.73 411 | 6.05 401 | 0.49 509 | 0.06 246 | 0.27 500 | 0.56 573 | 0.16 225 | 0.06 129 |
|
| KMStereo |  | 6.61 346 | 1.60 344 | 9.42 418 | 6.48 444 | 0.88 169 | 5.65 245 | 2.04 284 | 22.64 447 | 8.77 260 | 13.95 364 | 22.11 424 | 13.01 372 | 5.22 271 | 12.73 411 | 6.05 401 | 0.49 509 | 0.06 246 | 0.27 500 | 0.56 573 | 0.16 225 | 0.06 129 |
|
| ADStereo(finetuned) |  | 6.68 348 | 1.59 340 | 9.70 437 | 3.49 176 | 0.68 124 | 4.79 178 | 1.75 235 | 15.33 320 | 23.64 469 | 15.56 405 | 20.68 393 | 7.30 270 | 13.85 505 | 8.71 206 | 5.17 379 | 0.00 1 | 0.05 206 | 0.00 1 | 0.00 1 | 0.25 282 | 1.05 529 |
|
| PFNet+ |  | 6.68 348 | 1.40 265 | 9.60 424 | 5.64 370 | 0.85 164 | 5.79 263 | 1.74 232 | 13.63 284 | 15.30 358 | 17.88 462 | 21.38 410 | 14.52 403 | 6.07 306 | 12.74 413 | 4.89 370 | 0.63 537 | 0.20 465 | 0.11 423 | 0.30 511 | 0.05 90 | 0.91 516 |
|
| rvit_0105_4 |  | 6.69 350 | 2.81 511 | 15.46 548 | 10.22 583 | 1.58 264 | 5.99 280 | 5.81 447 | 13.77 293 | 23.65 470 | 7.16 252 | 9.46 235 | 12.64 364 | 7.78 367 | 12.03 365 | 3.83 324 | 0.19 402 | 0.47 570 | 0.00 1 | 0.01 203 | 0.60 467 | 0.37 403 |
|
| raft+_RVC |  | 6.69 350 | 1.61 349 | 5.57 210 | 6.37 437 | 4.62 492 | 6.51 311 | 6.18 466 | 20.39 421 | 23.38 465 | 10.62 299 | 17.82 346 | 9.89 317 | 5.65 289 | 10.70 285 | 3.67 313 | 0.00 1 | 0.14 421 | 0.00 1 | 0.00 1 | 0.34 360 | 0.27 359 |
|
| NF-Stereo |  | 6.72 352 | 1.59 340 | 8.93 380 | 6.60 456 | 0.73 149 | 6.27 299 | 3.38 363 | 20.21 420 | 18.01 403 | 13.22 352 | 19.46 374 | 11.82 348 | 6.16 311 | 12.39 391 | 4.74 361 | 0.33 464 | 0.06 246 | 0.20 477 | 0.23 468 | 0.08 139 | 0.05 114 |
|
| RE-Stereo |  | 6.73 353 | 1.58 337 | 8.94 382 | 6.59 453 | 0.71 135 | 6.27 299 | 3.51 368 | 20.20 414 | 17.99 401 | 13.21 349 | 19.46 374 | 11.94 352 | 6.20 313 | 12.34 388 | 4.79 365 | 0.34 468 | 0.05 206 | 0.20 477 | 0.23 468 | 0.09 150 | 0.05 114 |
|
| TVStereo |  | 6.73 353 | 1.58 337 | 8.94 382 | 6.59 453 | 0.71 135 | 6.27 299 | 3.51 368 | 20.20 414 | 17.99 401 | 13.21 349 | 19.46 374 | 11.94 352 | 6.20 313 | 12.34 388 | 4.79 365 | 0.34 468 | 0.05 206 | 0.20 477 | 0.23 468 | 0.09 150 | 0.05 114 |
|
| OCTAStereo |  | 6.74 355 | 1.59 340 | 8.96 387 | 6.60 456 | 0.72 144 | 6.25 296 | 3.50 366 | 20.20 414 | 18.03 404 | 13.21 349 | 19.45 372 | 12.07 360 | 6.16 311 | 12.36 390 | 4.78 362 | 0.35 471 | 0.06 246 | 0.20 477 | 0.23 468 | 0.09 150 | 0.05 114 |
|
| DIP-Stereo |  | 6.74 355 | 1.93 435 | 10.02 454 | 4.28 256 | 1.64 274 | 13.54 457 | 1.52 179 | 15.16 316 | 6.63 205 | 14.30 372 | 26.81 474 | 10.90 331 | 5.19 269 | 14.78 475 | 7.56 434 | 0.00 1 | 0.06 246 | 0.05 333 | 0.00 1 | 0.17 236 | 0.17 273 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| MIPNet |  | 6.75 357 | 1.67 370 | 12.34 496 | 4.67 287 | 1.47 250 | 10.01 378 | 2.24 298 | 26.43 492 | 17.22 388 | 14.72 377 | 12.75 289 | 7.02 261 | 9.68 412 | 8.44 189 | 5.26 383 | 0.01 143 | 0.04 168 | 0.05 333 | 0.09 377 | 0.35 364 | 0.55 453 |
|
| TestStereo_HL3 |  | 6.76 358 | 1.13 171 | 9.61 425 | 3.71 203 | 1.99 318 | 10.46 385 | 6.01 460 | 13.68 285 | 8.31 253 | 12.97 344 | 33.03 567 | 12.44 362 | 8.03 375 | 11.04 305 | 2.39 227 | 0.11 366 | 0.05 206 | 0.01 250 | 0.01 203 | 0.09 150 | 0.06 129 |
|
| RAFT-345 |  | 6.79 359 | 1.29 226 | 6.80 272 | 5.06 316 | 0.91 176 | 5.61 242 | 3.32 362 | 13.36 278 | 10.17 285 | 13.73 360 | 43.66 644 | 9.12 303 | 5.38 276 | 12.29 386 | 4.44 351 | 0.32 462 | 0.05 206 | 0.09 391 | 0.06 344 | 0.06 97 | 0.03 53 |
|
| x |  | 6.80 360 | 1.36 251 | 6.94 279 | 4.58 283 | 1.88 306 | 10.78 397 | 4.55 409 | 19.79 409 | 10.62 290 | 12.69 336 | 19.54 377 | 14.87 409 | 10.11 420 | 9.52 241 | 8.03 455 | 0.07 346 | 0.15 428 | 0.04 322 | 0.04 296 | 0.24 277 | 0.22 324 |
|
| PAM_32 |  | 6.82 361 | 1.73 384 | 14.16 530 | 5.34 356 | 1.47 250 | 13.84 464 | 0.88 115 | 14.75 309 | 6.34 198 | 14.22 370 | 9.14 229 | 24.94 547 | 11.87 464 | 12.50 401 | 2.79 258 | 0.14 379 | 0.27 518 | 0.09 391 | 0.42 550 | 0.54 447 | 0.89 512 |
|
| fff |  | 6.83 362 | 1.55 320 | 7.28 294 | 3.56 184 | 0.32 28 | 4.73 164 | 1.70 214 | 15.75 331 | 31.87 552 | 15.11 389 | 20.25 385 | 6.90 257 | 12.80 484 | 8.63 199 | 5.33 386 | 0.01 143 | 0.04 168 | 0.00 1 | 0.00 1 | 0.09 150 | 0.63 469 |
|
| csc |  | 6.83 362 | 1.55 320 | 7.28 294 | 3.56 184 | 0.32 28 | 4.73 164 | 1.70 214 | 15.75 331 | 31.87 552 | 15.11 389 | 20.25 385 | 6.90 257 | 12.80 484 | 8.63 199 | 5.33 386 | 0.01 143 | 0.04 168 | 0.00 1 | 0.00 1 | 0.09 150 | 0.63 469 |
|
| cscssc |  | 6.83 362 | 1.55 320 | 7.28 294 | 3.56 184 | 0.32 28 | 4.73 164 | 1.70 214 | 15.75 331 | 31.87 552 | 15.11 389 | 20.25 385 | 6.90 257 | 12.80 484 | 8.63 199 | 5.33 386 | 0.01 143 | 0.04 168 | 0.00 1 | 0.00 1 | 0.09 150 | 0.63 469 |
|
| Hybrid-DGEV-03 |  | 6.90 365 | 1.58 337 | 5.75 221 | 6.11 422 | 1.20 215 | 11.62 416 | 2.60 325 | 13.70 288 | 14.15 342 | 16.58 432 | 29.44 506 | 14.00 396 | 5.86 296 | 10.87 299 | 3.69 314 | 0.00 1 | 0.07 275 | 0.13 439 | 0.00 1 | 0.35 364 | 0.28 365 |
|
| UGAM-zero |  | 6.91 366 | 1.47 285 | 13.65 521 | 4.24 247 | 1.67 277 | 5.51 229 | 0.72 98 | 17.44 360 | 6.74 207 | 14.56 373 | 15.84 323 | 24.16 535 | 14.20 514 | 12.79 414 | 3.96 332 | 0.00 1 | 0.22 483 | 0.02 280 | 0.58 575 | 0.14 205 | 0.27 359 |
|
| RAFT_R40 |  | 6.91 366 | 1.53 312 | 8.45 358 | 6.79 469 | 0.77 152 | 5.86 271 | 3.82 383 | 14.85 310 | 14.53 348 | 18.05 468 | 20.03 382 | 17.06 441 | 8.69 387 | 13.40 440 | 3.84 326 | 0.14 379 | 0.02 103 | 0.14 444 | 0.00 1 | 0.09 150 | 0.05 114 |
|
| SME |  | 6.92 368 | 2.49 497 | 5.22 170 | 5.77 385 | 1.73 283 | 21.26 574 | 4.16 395 | 17.28 359 | 15.47 363 | 11.84 310 | 16.16 330 | 7.82 279 | 10.32 424 | 11.72 352 | 5.18 380 | 0.80 561 | 0.00 1 | 0.05 333 | 0.07 355 | 0.87 516 | 0.22 324 |
|
| OMP-Stereo |  | 6.93 369 | 2.57 503 | 9.03 396 | 10.63 592 | 1.72 282 | 4.89 182 | 1.91 268 | 17.84 370 | 15.56 367 | 16.69 436 | 14.16 301 | 17.70 459 | 7.33 356 | 12.93 422 | 4.83 368 | 0.24 437 | 0.03 145 | 0.06 356 | 0.02 245 | 0.19 243 | 0.39 409 |
|
| PAM |  | 6.94 370 | 1.65 363 | 14.88 545 | 5.38 358 | 1.98 317 | 14.76 486 | 1.28 145 | 14.54 303 | 6.77 208 | 15.52 402 | 9.10 227 | 24.15 534 | 11.60 460 | 12.46 398 | 2.33 223 | 0.04 288 | 0.28 523 | 0.07 368 | 0.42 550 | 0.57 460 | 0.99 524 |
|
| qqq |  | 6.96 371 | 1.40 265 | 8.15 341 | 4.50 274 | 1.03 186 | 8.55 361 | 6.93 500 | 20.20 414 | 11.88 304 | 12.00 315 | 18.19 356 | 16.02 428 | 11.15 443 | 11.09 309 | 7.45 430 | 0.06 335 | 0.13 404 | 0.02 280 | 0.05 324 | 0.25 282 | 0.20 304 |
|
| AIO-test2 |  | 7.01 372 | 2.23 482 | 6.87 274 | 8.42 532 | 5.28 535 | 9.03 366 | 5.32 429 | 25.92 485 | 23.54 466 | 6.78 242 | 20.55 392 | 5.25 210 | 3.58 179 | 9.56 243 | 2.50 236 | 3.96 640 | 0.04 168 | 0.03 300 | 0.47 562 | 0.56 458 | 0.33 388 |
|
| MIM_Stereo |  | 7.02 373 | 1.55 320 | 10.78 471 | 4.17 237 | 0.58 102 | 5.25 214 | 1.32 152 | 19.03 396 | 12.59 317 | 16.74 438 | 28.83 496 | 13.20 380 | 5.53 281 | 12.89 419 | 7.11 422 | 0.00 1 | 0.23 491 | 0.00 1 | 0.01 203 | 0.38 380 | 0.28 365 |
|
| R-Stereo Train |  | 7.04 374 | 1.34 246 | 7.89 324 | 6.23 429 | 2.30 341 | 7.51 340 | 5.54 440 | 23.96 459 | 6.94 212 | 16.26 422 | 33.57 576 | 12.04 357 | 5.61 284 | 7.67 160 | 3.74 316 | 0.01 143 | 0.05 206 | 0.01 250 | 0.00 1 | 0.10 174 | 0.12 207 |
|
| RAFT-Stereo |   | 7.04 374 | 1.34 246 | 7.89 324 | 6.23 429 | 2.30 341 | 7.51 340 | 5.54 440 | 23.96 459 | 6.94 212 | 16.26 422 | 33.57 576 | 12.04 357 | 5.61 284 | 7.67 160 | 3.74 316 | 0.01 143 | 0.05 206 | 0.01 250 | 0.00 1 | 0.10 174 | 0.12 207 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 376 | 2.38 489 | 13.26 510 | 7.36 494 | 4.86 499 | 10.28 381 | 4.40 402 | 15.51 325 | 13.69 336 | 17.22 448 | 19.23 369 | 8.00 285 | 4.20 201 | 10.64 282 | 8.50 468 | 0.33 464 | 0.32 534 | 0.03 300 | 0.14 414 | 0.37 373 | 0.77 497 |
|
| MyStereo8 |  | 7.13 377 | 2.48 495 | 10.86 474 | 6.81 471 | 4.98 508 | 10.73 394 | 1.42 163 | 14.58 305 | 9.73 276 | 15.75 407 | 23.16 433 | 12.17 361 | 7.96 373 | 9.85 255 | 10.21 497 | 0.04 288 | 0.19 459 | 0.08 379 | 0.21 456 | 0.58 464 | 0.82 501 |
|
| IPLGR |  | 7.14 378 | 1.31 234 | 13.14 508 | 4.24 247 | 1.15 210 | 9.78 375 | 0.98 124 | 23.98 461 | 21.70 447 | 16.22 420 | 18.43 357 | 8.45 293 | 7.66 361 | 9.26 234 | 5.45 391 | 0.21 415 | 0.05 206 | 0.04 322 | 0.06 344 | 0.32 346 | 0.38 406 |
|
| CIPLG |  | 7.15 379 | 2.44 492 | 12.82 503 | 7.38 495 | 4.93 503 | 10.51 388 | 4.56 410 | 15.17 317 | 13.25 329 | 17.45 453 | 19.75 378 | 8.42 292 | 4.60 232 | 11.41 331 | 8.31 462 | 0.33 464 | 0.32 534 | 0.03 300 | 0.14 414 | 0.37 373 | 0.72 489 |
|
| AIO-Stereo-zeroshot |   | 7.16 380 | 3.12 528 | 14.04 528 | 4.74 290 | 6.89 598 | 6.58 315 | 0.68 91 | 21.97 443 | 9.36 273 | 10.84 300 | 17.38 340 | 17.36 455 | 9.24 401 | 12.45 397 | 4.44 351 | 0.04 288 | 0.24 502 | 0.10 410 | 1.00 606 | 1.36 550 | 1.43 553 |
|
| IPLGR_C |  | 7.16 380 | 2.48 495 | 12.98 506 | 7.52 504 | 4.91 502 | 10.56 389 | 4.59 412 | 15.63 330 | 14.12 341 | 17.42 451 | 18.87 365 | 8.00 285 | 4.59 231 | 10.76 289 | 8.81 472 | 0.32 462 | 0.32 534 | 0.03 300 | 0.13 408 | 0.36 366 | 0.76 494 |
|
| IPLG |  | 7.20 382 | 1.43 274 | 12.55 500 | 5.17 333 | 4.32 472 | 11.11 410 | 1.48 167 | 21.79 436 | 15.10 354 | 19.16 493 | 20.23 384 | 5.26 211 | 5.61 284 | 11.68 349 | 8.14 458 | 0.05 314 | 0.06 246 | 0.03 300 | 0.07 355 | 0.33 354 | 0.50 443 |
|
| StereoVision |  | 7.21 383 | 2.17 475 | 9.29 410 | 9.43 554 | 3.91 441 | 5.09 205 | 1.91 268 | 20.04 412 | 17.37 393 | 8.57 271 | 29.59 509 | 11.08 335 | 6.76 344 | 12.44 393 | 4.71 359 | 0.54 519 | 0.05 206 | 0.16 459 | 0.03 272 | 0.82 510 | 0.30 373 |
|
| 111 |  | 7.26 384 | 1.65 363 | 7.28 294 | 3.56 184 | 0.32 28 | 10.76 395 | 3.53 371 | 20.55 423 | 27.51 516 | 10.07 288 | 16.62 334 | 14.30 398 | 9.53 410 | 12.02 364 | 5.87 399 | 0.14 379 | 0.01 45 | 0.00 1 | 0.00 1 | 0.31 336 | 1.14 538 |
|
| HHNet |  | 7.39 385 | 1.75 396 | 7.24 292 | 3.26 149 | 3.18 401 | 5.04 201 | 6.40 476 | 19.04 397 | 15.70 369 | 20.71 523 | 32.13 554 | 10.69 329 | 5.91 297 | 10.45 275 | 4.60 357 | 0.40 489 | 0.07 275 | 0.21 482 | 0.13 408 | 0.54 447 | 0.41 416 |
|
| ASMatch |  | 7.40 386 | 1.42 270 | 8.49 362 | 5.09 320 | 2.00 320 | 4.74 169 | 2.62 327 | 16.54 348 | 13.17 326 | 17.08 443 | 34.75 584 | 13.13 379 | 10.33 426 | 12.04 368 | 4.82 367 | 0.05 314 | 0.24 502 | 0.21 482 | 0.17 431 | 0.16 225 | 0.97 520 |
|
| IIG-Stereo |  | 7.41 387 | 2.13 473 | 8.55 364 | 10.02 577 | 1.76 288 | 6.82 324 | 1.53 181 | 17.17 357 | 15.84 373 | 18.74 487 | 20.30 389 | 18.01 466 | 8.39 382 | 12.89 419 | 5.22 381 | 0.27 450 | 0.03 145 | 0.03 300 | 0.00 1 | 0.16 225 | 0.30 373 |
|
| RAFT+CT+SA |  | 7.44 388 | 1.46 283 | 6.46 255 | 10.73 595 | 3.34 410 | 4.70 161 | 7.45 515 | 16.45 345 | 25.89 498 | 10.18 291 | 27.15 479 | 7.27 269 | 8.00 374 | 15.11 478 | 3.19 289 | 0.02 229 | 0.00 1 | 0.18 466 | 0.46 561 | 0.30 324 | 0.47 434 |
|
| LCNet |  | 7.52 389 | 1.23 203 | 5.35 182 | 6.42 442 | 1.29 225 | 9.27 372 | 5.64 443 | 17.85 372 | 10.63 291 | 16.54 431 | 24.54 446 | 14.85 408 | 11.29 447 | 11.74 354 | 3.88 327 | 0.02 229 | 0.02 103 | 0.22 486 | 2.04 633 | 0.90 522 | 6.76 645 |
|
| rvit_0105_5 |  | 7.60 390 | 3.13 529 | 16.37 562 | 9.97 576 | 1.59 266 | 7.41 338 | 6.27 468 | 17.78 369 | 25.62 495 | 10.30 293 | 10.39 253 | 14.79 407 | 8.95 396 | 12.51 402 | 4.87 369 | 0.17 395 | 0.42 554 | 0.00 1 | 0.11 400 | 0.62 472 | 0.71 487 |
|
| IGEV-BASED-STEREO- |  | 7.61 391 | 27.25 681 | 41.87 657 | 2.73 90 | 0.41 61 | 4.25 121 | 1.50 172 | 6.63 92 | 3.87 128 | 4.31 184 | 3.78 101 | 2.48 130 | 1.39 77 | 5.67 98 | 1.56 147 | 25.09 691 | 0.05 206 | 0.01 250 | 0.08 363 | 4.67 623 | 14.58 681 |
|
| TestStereo1 |  | 7.62 392 | 1.62 355 | 7.60 308 | 10.47 588 | 1.86 301 | 4.76 172 | 2.48 317 | 19.73 407 | 22.33 454 | 16.79 439 | 26.02 462 | 9.33 306 | 9.30 402 | 15.92 502 | 3.37 297 | 0.01 143 | 0.02 103 | 0.02 280 | 0.05 324 | 0.55 451 | 0.28 365 |
|
| SA-5K |  | 7.62 392 | 1.62 355 | 7.60 308 | 10.47 588 | 1.86 301 | 4.76 172 | 2.48 317 | 19.73 407 | 22.33 454 | 16.79 439 | 26.02 462 | 9.33 306 | 9.30 402 | 15.92 502 | 3.37 297 | 0.01 143 | 0.02 103 | 0.02 280 | 0.05 324 | 0.55 451 | 0.28 365 |
|
| Select-FE |  | 7.63 394 | 3.47 537 | 20.76 603 | 6.30 433 | 3.70 428 | 4.03 109 | 0.92 118 | 18.82 392 | 5.95 188 | 12.56 333 | 23.32 434 | 19.63 491 | 12.90 487 | 13.98 457 | 3.39 299 | 0.09 352 | 0.51 581 | 0.05 333 | 0.70 585 | 0.29 315 | 1.21 545 |
|
| FACV-RUCA |  | 7.66 395 | 1.94 436 | 9.40 417 | 7.72 513 | 6.03 571 | 12.99 446 | 3.10 351 | 19.47 404 | 18.51 409 | 12.27 317 | 18.43 357 | 8.28 290 | 10.16 421 | 11.38 329 | 5.62 393 | 0.36 473 | 0.62 594 | 4.36 644 | 0.30 511 | 1.72 564 | 0.55 453 |
|
| test_sample1 |  | 7.66 395 | 1.26 216 | 8.87 378 | 5.04 313 | 2.61 362 | 14.61 483 | 4.58 411 | 20.08 413 | 9.81 280 | 13.83 362 | 21.62 414 | 18.21 472 | 12.26 471 | 11.71 350 | 8.01 453 | 0.11 366 | 0.11 375 | 0.02 280 | 0.02 245 | 0.20 247 | 0.17 273 |
|
| mmm |  | 7.72 397 | 1.50 303 | 8.56 365 | 5.29 350 | 1.89 307 | 14.14 470 | 5.70 445 | 18.42 383 | 11.02 294 | 16.04 415 | 23.78 437 | 17.00 440 | 10.03 419 | 12.03 365 | 7.54 433 | 0.12 372 | 0.07 275 | 0.50 539 | 0.20 452 | 0.31 336 | 0.18 283 |
|
| RAFT-RH_RVC |  | 7.73 398 | 1.25 212 | 6.99 281 | 4.83 297 | 0.90 174 | 11.76 418 | 1.53 181 | 13.00 267 | 14.43 347 | 17.51 455 | 46.41 657 | 11.02 334 | 6.30 321 | 12.68 407 | 4.93 372 | 0.51 515 | 0.04 168 | 0.12 427 | 0.13 408 | 0.09 150 | 0.09 167 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 399 | 3.78 546 | 19.59 591 | 5.04 313 | 10.79 650 | 5.87 273 | 1.85 259 | 19.52 405 | 7.33 231 | 14.18 367 | 21.16 406 | 16.50 434 | 5.97 304 | 13.73 452 | 3.79 320 | 0.04 288 | 0.17 444 | 0.04 322 | 1.30 620 | 2.45 582 | 2.15 585 |
|
| TransformOpticalFlow |  | 7.76 399 | 1.90 425 | 9.31 413 | 5.50 365 | 1.18 213 | 6.97 328 | 8.27 523 | 17.86 374 | 13.21 327 | 14.58 374 | 29.13 498 | 19.01 479 | 10.85 433 | 12.51 402 | 3.69 314 | 0.01 143 | 0.04 168 | 0.20 477 | 0.04 296 | 0.17 236 | 0.84 504 |
|
| HITNet |  | 7.83 401 | 2.93 519 | 8.39 351 | 4.76 294 | 1.48 253 | 12.75 441 | 4.64 413 | 20.97 425 | 14.37 346 | 15.14 393 | 22.15 426 | 14.57 404 | 10.62 428 | 14.38 466 | 8.14 458 | 0.04 288 | 0.01 45 | 0.48 536 | 0.02 245 | 0.57 460 | 0.10 179 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| test_sample2 |  | 7.86 402 | 1.27 219 | 7.98 330 | 5.00 312 | 2.29 340 | 13.33 452 | 6.88 497 | 20.42 422 | 15.24 356 | 13.95 364 | 21.58 412 | 18.96 478 | 12.12 469 | 12.07 375 | 5.36 389 | 0.12 372 | 0.10 353 | 0.07 368 | 0.03 272 | 0.28 307 | 0.19 299 |
|
| PFNet |  | 7.91 403 | 1.44 280 | 11.60 485 | 7.03 478 | 2.42 349 | 7.60 346 | 6.03 461 | 23.36 456 | 17.24 390 | 20.29 515 | 17.67 343 | 15.44 419 | 7.71 364 | 13.02 430 | 5.71 396 | 0.24 437 | 0.20 465 | 0.12 427 | 0.19 446 | 0.31 336 | 0.61 467 |
|
| SA |  | 7.93 404 | 1.54 317 | 9.13 404 | 7.98 520 | 0.64 116 | 5.85 268 | 2.29 302 | 22.27 444 | 24.54 488 | 13.17 348 | 31.07 534 | 8.87 298 | 10.32 424 | 16.49 519 | 3.12 283 | 0.04 288 | 0.12 388 | 0.17 461 | 0.30 511 | 0.45 402 | 0.17 273 |
|
| AAGNet |  | 7.94 405 | 1.48 292 | 9.34 415 | 7.13 487 | 0.70 130 | 5.85 268 | 5.16 425 | 15.40 323 | 14.01 338 | 20.13 512 | 24.03 442 | 15.28 417 | 11.52 454 | 12.05 369 | 15.47 550 | 0.63 537 | 0.06 246 | 0.32 518 | 0.01 203 | 0.12 191 | 0.09 167 |
|
| FENet |  | 7.94 405 | 1.01 132 | 6.72 262 | 5.87 394 | 2.07 324 | 11.11 410 | 2.03 283 | 21.39 430 | 20.81 431 | 17.14 446 | 22.65 428 | 14.43 400 | 11.54 457 | 12.97 425 | 7.89 448 | 0.15 388 | 0.24 502 | 0.03 300 | 0.02 245 | 0.14 205 | 0.62 468 |
|
| dd |  | 7.96 407 | 4.08 554 | 11.49 484 | 6.53 449 | 0.93 180 | 8.28 358 | 4.03 389 | 16.53 347 | 33.82 571 | 15.17 395 | 16.50 333 | 6.79 254 | 5.96 303 | 14.30 463 | 9.90 488 | 1.13 590 | 0.42 554 | 0.17 461 | 0.44 557 | 2.01 575 | 0.79 498 |
|
| raft_robust |  | 7.97 408 | 2.26 484 | 6.75 266 | 5.83 390 | 0.72 144 | 5.57 238 | 0.84 110 | 33.59 592 | 34.21 577 | 18.17 470 | 19.88 381 | 6.50 247 | 5.62 287 | 15.33 481 | 2.83 261 | 0.03 267 | 0.23 491 | 0.00 1 | 0.37 536 | 0.32 346 | 0.39 409 |
|
| STrans-v2 |  | 7.98 409 | 1.84 419 | 9.42 418 | 4.84 300 | 1.48 253 | 12.23 430 | 10.05 557 | 19.06 400 | 12.32 313 | 13.63 359 | 26.06 466 | 18.13 471 | 12.35 474 | 12.99 427 | 3.99 335 | 0.01 143 | 0.01 45 | 0.18 466 | 0.01 203 | 0.22 255 | 0.83 502 |
|
| Prome-Stereo |  | 8.10 410 | 1.28 222 | 5.48 196 | 6.50 446 | 1.51 257 | 6.70 318 | 9.42 543 | 21.08 427 | 9.13 269 | 20.88 524 | 32.84 563 | 11.95 354 | 11.86 463 | 11.75 355 | 3.97 334 | 0.01 143 | 0.02 103 | 0.18 466 | 0.12 403 | 0.41 391 | 7.01 650 |
|
| IGEV_i1 |  | 8.11 411 | 1.53 312 | 9.99 449 | 5.80 386 | 1.15 210 | 16.03 511 | 7.19 509 | 19.82 410 | 15.30 358 | 16.39 426 | 17.38 340 | 17.95 465 | 8.38 381 | 14.44 467 | 7.44 428 | 0.25 443 | 0.19 459 | 1.08 592 | 1.12 613 | 0.26 293 | 0.54 451 |
|
| ffm |  | 8.12 412 | 1.43 274 | 9.67 432 | 5.70 377 | 3.44 413 | 11.96 424 | 6.35 470 | 18.45 384 | 16.31 378 | 15.83 410 | 31.44 542 | 17.22 450 | 10.87 435 | 10.82 295 | 1.61 152 | 0.00 1 | 0.05 206 | 0.80 570 | 0.08 363 | 0.26 293 | 0.14 235 |
|
| CASS |  | 8.15 413 | 1.67 370 | 7.68 314 | 8.25 529 | 1.52 258 | 14.39 475 | 2.72 331 | 22.65 449 | 17.23 389 | 15.42 400 | 22.68 429 | 13.47 389 | 11.87 464 | 12.44 393 | 6.07 404 | 0.96 579 | 0.05 206 | 0.12 427 | 0.01 203 | 0.71 491 | 3.14 608 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 414 | 2.51 500 | 8.34 347 | 8.55 535 | 1.17 212 | 11.10 409 | 1.08 131 | 30.90 554 | 27.91 517 | 12.92 341 | 15.67 319 | 11.91 351 | 14.50 524 | 11.71 350 | 4.55 354 | 0.05 314 | 0.08 313 | 0.00 1 | 0.05 324 | 0.28 307 | 0.13 224 |
|
| DN-CSS_ROB |  | 8.17 414 | 2.59 505 | 14.14 529 | 6.11 422 | 3.22 404 | 6.31 302 | 3.53 371 | 22.92 453 | 20.59 429 | 16.66 434 | 30.05 517 | 9.31 305 | 7.95 372 | 13.49 443 | 4.78 362 | 0.72 545 | 0.00 1 | 0.45 533 | 0.00 1 | 0.54 447 | 0.09 167 |
|
| RAFT_CTSACE |  | 8.24 416 | 1.97 440 | 8.39 351 | 6.89 475 | 5.11 519 | 5.86 271 | 2.63 328 | 14.62 306 | 16.88 384 | 23.52 562 | 34.77 585 | 16.02 428 | 7.37 357 | 17.91 536 | 2.23 219 | 0.00 1 | 0.12 388 | 0.00 1 | 0.03 272 | 0.39 383 | 0.05 114 |
|
| fast-iter |  | 8.30 417 | 2.00 445 | 6.75 266 | 4.58 283 | 5.15 524 | 4.16 113 | 0.50 76 | 17.99 377 | 9.24 270 | 25.03 576 | 28.22 489 | 20.23 494 | 12.47 477 | 17.93 537 | 11.49 514 | 0.00 1 | 0.10 353 | 0.00 1 | 0.05 324 | 0.08 139 | 0.05 114 |
|
| CoSv |  | 8.30 417 | 2.00 445 | 6.75 266 | 4.58 283 | 5.15 524 | 4.16 113 | 0.50 76 | 17.99 377 | 9.24 270 | 25.03 576 | 28.22 489 | 20.23 494 | 12.47 477 | 17.93 537 | 11.49 514 | 0.00 1 | 0.10 353 | 0.00 1 | 0.05 324 | 0.08 139 | 0.05 114 |
|
| GMM-Stereo |  | 8.34 419 | 1.09 160 | 6.42 252 | 6.14 425 | 2.52 355 | 10.30 383 | 9.64 548 | 23.44 457 | 10.64 292 | 17.84 460 | 29.89 513 | 17.37 456 | 7.75 366 | 11.55 337 | 4.36 347 | 0.05 314 | 0.01 45 | 0.23 490 | 0.90 595 | 0.46 408 | 6.26 639 |
|
| GANet-ADL |  | 8.36 420 | 2.31 487 | 8.44 357 | 7.39 497 | 2.65 368 | 12.58 437 | 5.24 427 | 29.55 536 | 25.24 491 | 14.19 369 | 16.70 336 | 17.07 446 | 6.91 348 | 10.65 283 | 6.26 407 | 0.38 477 | 0.39 546 | 0.10 410 | 0.12 403 | 0.75 503 | 0.28 365 |
|
| Sa-1000 |  | 8.38 421 | 1.50 303 | 8.13 339 | 7.56 506 | 0.89 171 | 14.39 475 | 2.47 316 | 24.31 467 | 23.74 474 | 15.18 396 | 28.35 492 | 11.42 342 | 8.85 393 | 16.20 514 | 3.28 294 | 0.17 395 | 0.23 491 | 0.15 451 | 0.23 468 | 0.46 408 | 0.19 299 |
|
| GwcNet-ADL |  | 8.48 422 | 1.70 380 | 9.38 416 | 7.10 484 | 2.78 378 | 6.74 322 | 6.57 486 | 30.15 541 | 26.01 502 | 15.15 394 | 17.77 345 | 13.93 394 | 6.96 349 | 12.96 424 | 9.91 489 | 0.48 508 | 0.72 601 | 0.01 250 | 0.01 203 | 0.51 436 | 0.84 504 |
|
| ARAFT |  | 8.50 423 | 3.19 530 | 16.58 564 | 5.52 366 | 0.91 176 | 12.13 429 | 11.20 580 | 17.19 358 | 18.28 408 | 18.40 481 | 16.33 332 | 17.10 447 | 8.58 384 | 18.56 543 | 5.00 373 | 0.11 366 | 0.04 168 | 0.00 1 | 0.00 1 | 0.55 451 | 0.25 349 |
|
| test_5 |  | 8.51 424 | 1.50 303 | 8.19 346 | 11.06 604 | 5.00 511 | 6.91 325 | 5.67 444 | 17.50 362 | 22.09 451 | 16.07 416 | 29.63 510 | 15.28 417 | 10.78 432 | 15.94 504 | 3.65 311 | 0.00 1 | 0.00 1 | 0.26 497 | 0.08 363 | 0.31 336 | 0.35 398 |
|
| RAFT |  | 8.51 424 | 2.16 474 | 8.93 380 | 8.14 524 | 0.81 160 | 12.63 438 | 8.49 530 | 16.34 343 | 15.56 367 | 22.31 545 | 18.99 367 | 19.29 486 | 11.39 452 | 17.57 532 | 6.05 401 | 0.01 143 | 0.19 459 | 0.27 500 | 0.02 245 | 0.64 479 | 0.45 431 |
|
| GES |  | 8.51 424 | 1.98 442 | 11.82 488 | 6.39 439 | 1.77 290 | 12.36 434 | 6.22 467 | 21.55 432 | 21.34 441 | 19.02 491 | 26.02 462 | 8.79 296 | 9.34 405 | 13.94 456 | 7.24 424 | 0.38 477 | 0.10 353 | 0.30 516 | 0.14 414 | 0.69 486 | 0.73 490 |
|
| DMCA |  | 8.51 424 | 1.90 425 | 9.96 446 | 5.16 332 | 4.14 457 | 10.29 382 | 4.46 406 | 25.52 477 | 19.55 417 | 16.33 424 | 20.69 394 | 17.59 457 | 11.26 446 | 10.42 274 | 11.36 513 | 0.50 512 | 0.08 313 | 0.35 522 | 0.05 324 | 0.36 366 | 0.31 381 |
|
| PSM-AAD |  | 8.62 428 | 1.22 198 | 5.69 218 | 6.31 435 | 1.12 201 | 12.74 440 | 10.01 556 | 19.29 402 | 15.25 357 | 21.54 539 | 25.11 451 | 14.24 397 | 13.47 495 | 12.15 380 | 3.93 331 | 0.01 143 | 0.06 246 | 2.48 629 | 0.16 426 | 0.38 380 | 7.28 655 |
|
| FTStereo |  | 8.67 429 | 1.13 171 | 6.04 237 | 6.04 415 | 2.39 348 | 7.86 349 | 12.05 594 | 17.72 367 | 8.33 254 | 20.16 513 | 41.41 628 | 16.10 432 | 12.64 482 | 10.80 293 | 4.37 348 | 0.18 398 | 0.01 45 | 0.09 391 | 0.16 426 | 0.15 213 | 5.71 633 |
|
| iRaft-Stereo_5w |  | 8.70 430 | 1.81 417 | 9.33 414 | 5.83 390 | 3.78 432 | 4.87 181 | 11.12 579 | 15.86 338 | 14.80 351 | 15.23 397 | 26.36 468 | 21.49 505 | 12.91 488 | 15.94 504 | 12.73 522 | 0.58 523 | 0.05 206 | 0.08 379 | 0.09 377 | 0.85 513 | 0.33 388 |
|
| test_sample3 |  | 8.76 431 | 1.62 355 | 9.99 449 | 5.21 344 | 2.61 362 | 17.43 541 | 5.37 430 | 26.91 499 | 19.77 420 | 17.13 445 | 20.82 400 | 16.55 436 | 9.70 413 | 12.52 404 | 8.59 469 | 0.21 415 | 0.07 275 | 0.05 333 | 0.04 296 | 0.39 383 | 0.30 373 |
|
| IRAFT_RVC |  | 8.76 431 | 1.47 285 | 9.55 423 | 7.31 491 | 1.77 290 | 6.49 310 | 10.43 567 | 25.94 486 | 27.33 512 | 17.50 454 | 19.85 380 | 17.93 464 | 10.21 422 | 12.88 418 | 5.44 390 | 0.17 395 | 0.30 527 | 0.19 474 | 0.05 324 | 0.22 255 | 0.12 207 |
|
| HCRNet |  | 8.80 433 | 1.43 274 | 7.74 319 | 14.41 640 | 5.25 528 | 10.85 401 | 2.56 324 | 26.07 488 | 18.04 405 | 15.48 401 | 25.03 449 | 18.63 476 | 9.93 417 | 13.01 428 | 6.76 415 | 0.04 288 | 0.04 168 | 0.10 410 | 0.01 203 | 0.18 239 | 0.38 406 |
|
| DEmStereo |  | 8.85 434 | 1.36 251 | 9.99 449 | 4.24 247 | 1.05 192 | 11.49 414 | 5.91 449 | 13.76 292 | 26.68 508 | 22.03 543 | 32.92 565 | 11.86 350 | 15.27 540 | 11.48 332 | 8.08 457 | 0.16 391 | 0.15 428 | 0.02 280 | 0.09 377 | 0.09 150 | 0.44 426 |
|
| SFCPSM |  | 8.85 434 | 1.40 265 | 11.34 480 | 5.23 348 | 3.47 418 | 16.55 532 | 7.18 508 | 30.71 552 | 25.24 491 | 16.45 427 | 19.45 372 | 11.10 337 | 9.61 411 | 11.88 359 | 5.52 392 | 0.22 421 | 0.17 444 | 0.36 525 | 0.22 459 | 0.29 315 | 0.58 462 |
|
| Selective-IGEV-i1 |  | 8.86 436 | 1.33 241 | 10.58 464 | 5.92 401 | 2.99 394 | 13.65 459 | 10.07 558 | 24.12 465 | 28.99 525 | 14.85 381 | 19.75 378 | 18.80 477 | 6.10 308 | 11.22 323 | 5.69 395 | 0.10 359 | 0.29 524 | 0.92 583 | 1.10 610 | 0.26 293 | 0.51 444 |
|
| GrayStereo |  | 8.86 436 | 1.17 185 | 6.94 279 | 8.09 522 | 2.82 380 | 10.58 392 | 11.40 585 | 17.93 375 | 15.74 370 | 22.43 548 | 30.95 531 | 17.80 461 | 12.44 476 | 11.19 320 | 4.57 355 | 0.02 229 | 0.02 103 | 0.18 466 | 0.79 591 | 0.31 336 | 1.90 573 |
|
| anonymousa |  | 9.03 438 | 1.62 355 | 8.03 336 | 4.19 242 | 5.53 548 | 15.37 496 | 3.81 382 | 18.55 387 | 21.20 439 | 18.28 473 | 30.99 532 | 20.79 497 | 13.42 493 | 10.58 277 | 7.57 435 | 0.00 1 | 0.05 206 | 0.29 512 | 0.18 433 | 0.10 174 | 0.11 197 |
|
| KYRaft |  | 9.04 439 | 1.11 165 | 7.02 283 | 6.50 446 | 0.97 184 | 8.27 357 | 8.19 522 | 22.86 452 | 8.20 249 | 21.30 536 | 31.38 539 | 22.64 517 | 8.20 379 | 11.99 363 | 2.96 267 | 0.02 229 | 0.02 103 | 0.05 333 | 0.68 584 | 0.40 388 | 18.09 689 |
|
| DFGA-Net |  | 9.06 440 | 3.56 539 | 17.96 580 | 5.71 381 | 3.89 437 | 10.76 395 | 3.08 350 | 25.17 474 | 29.50 526 | 16.21 419 | 18.47 360 | 9.49 310 | 6.31 322 | 15.80 495 | 12.54 519 | 0.05 314 | 0.00 1 | 0.06 356 | 0.09 377 | 1.76 565 | 0.83 502 |
|
| rvit_stereo_0075_2 |  | 9.10 441 | 3.87 551 | 19.26 590 | 11.81 617 | 8.82 636 | 5.75 261 | 4.40 402 | 22.77 450 | 17.68 399 | 11.90 312 | 28.34 491 | 16.05 431 | 6.35 324 | 14.30 463 | 7.67 443 | 0.52 517 | 0.34 542 | 0.51 540 | 0.08 363 | 0.38 380 | 1.14 538 |
|
| test_sample4 |  | 9.10 441 | 1.65 363 | 9.91 444 | 5.19 341 | 2.57 360 | 16.59 533 | 5.38 432 | 27.37 504 | 19.80 422 | 17.80 459 | 27.52 482 | 15.01 410 | 11.21 445 | 12.69 410 | 8.15 460 | 0.21 415 | 0.07 275 | 0.06 356 | 0.03 272 | 0.43 397 | 0.30 373 |
|
| BUS |  | 9.20 443 | 1.48 292 | 7.93 326 | 6.74 466 | 3.96 442 | 17.62 547 | 2.79 336 | 33.06 587 | 21.58 444 | 17.99 465 | 21.34 407 | 14.49 401 | 9.40 407 | 14.18 459 | 10.57 501 | 0.19 402 | 0.13 404 | 0.14 444 | 0.04 296 | 0.30 324 | 0.09 167 |
|
| rvit_0105_3 |  | 9.23 444 | 3.67 542 | 17.68 576 | 11.75 615 | 1.89 307 | 9.37 374 | 8.48 529 | 18.68 388 | 30.64 542 | 15.02 386 | 14.72 308 | 17.87 463 | 9.94 418 | 15.66 491 | 6.54 410 | 0.36 473 | 0.43 559 | 0.01 250 | 0.41 546 | 0.50 432 | 1.01 527 |
|
| MyStereo04 |  | 9.24 445 | 1.92 432 | 8.78 376 | 6.09 418 | 4.31 469 | 6.54 312 | 9.96 554 | 32.24 578 | 41.99 625 | 14.26 371 | 11.98 282 | 12.00 356 | 12.01 467 | 13.93 454 | 7.53 432 | 0.06 335 | 0.10 353 | 0.03 300 | 0.04 296 | 0.63 475 | 0.30 373 |
|
| CoDeX |  | 9.24 445 | 1.77 408 | 9.54 422 | 6.08 417 | 3.79 434 | 16.45 529 | 6.76 494 | 26.15 489 | 25.03 489 | 17.18 447 | 25.12 452 | 14.69 406 | 11.68 461 | 12.22 382 | 6.71 414 | 0.30 458 | 0.20 465 | 0.15 451 | 0.02 245 | 0.23 270 | 0.68 480 |
|
| CrosDoStereo |  | 9.24 445 | 1.29 226 | 8.16 343 | 4.56 281 | 1.04 189 | 7.52 342 | 15.00 623 | 15.85 336 | 24.31 481 | 24.27 565 | 33.44 573 | 13.37 384 | 13.82 503 | 12.23 383 | 8.86 475 | 0.01 143 | 0.11 375 | 0.09 391 | 0.04 296 | 0.36 366 | 0.53 448 |
|
| DeepStereo_LL |  | 9.24 445 | 1.29 226 | 8.16 343 | 4.56 281 | 1.04 189 | 7.52 342 | 15.00 623 | 15.85 336 | 24.31 481 | 24.27 565 | 33.44 573 | 13.37 384 | 13.82 503 | 12.23 383 | 8.86 475 | 0.01 143 | 0.11 375 | 0.09 391 | 0.04 296 | 0.36 366 | 0.53 448 |
|
| DRaft |  | 9.27 449 | 1.23 203 | 9.08 399 | 3.62 195 | 0.78 154 | 13.27 451 | 5.89 448 | 16.97 353 | 29.57 528 | 21.15 534 | 38.46 611 | 10.09 321 | 13.98 509 | 11.58 340 | 7.91 449 | 0.43 496 | 0.30 527 | 0.06 356 | 0.26 490 | 0.26 293 | 0.45 431 |
|
| MyStereo05 |  | 9.29 450 | 1.76 402 | 8.95 384 | 6.19 427 | 4.40 477 | 7.09 330 | 9.95 552 | 31.21 558 | 40.82 617 | 17.31 449 | 12.93 294 | 10.33 324 | 12.52 480 | 13.93 454 | 7.05 421 | 0.06 335 | 0.10 353 | 0.02 280 | 0.04 296 | 0.73 497 | 0.29 370 |
|
| MLCV |  | 9.32 451 | 2.22 480 | 12.55 500 | 5.22 346 | 1.32 232 | 13.79 462 | 1.35 157 | 21.14 429 | 23.65 470 | 21.91 542 | 31.37 538 | 17.14 448 | 7.57 360 | 16.00 508 | 10.18 495 | 0.22 421 | 0.01 45 | 0.03 300 | 0.02 245 | 0.40 388 | 0.29 370 |
|
| DispNO |  | 9.33 452 | 1.78 411 | 15.84 554 | 5.73 383 | 5.74 561 | 12.24 431 | 4.81 421 | 25.06 472 | 21.10 436 | 16.70 437 | 20.86 401 | 17.78 460 | 11.76 462 | 16.74 523 | 8.85 474 | 0.22 421 | 0.15 428 | 0.03 300 | 0.12 403 | 0.41 391 | 0.64 475 |
|
| test_sample5 |  | 9.36 453 | 1.61 349 | 9.63 428 | 5.30 351 | 2.52 355 | 15.42 499 | 6.00 456 | 27.25 502 | 19.96 423 | 18.36 479 | 31.81 548 | 15.99 426 | 11.29 447 | 13.21 433 | 7.66 441 | 0.23 431 | 0.08 313 | 0.07 368 | 0.04 296 | 0.48 418 | 0.34 392 |
|
| BEATNet_4x |  | 9.37 454 | 4.85 567 | 12.05 495 | 5.48 364 | 1.35 243 | 13.15 449 | 6.15 465 | 25.06 472 | 16.74 383 | 16.18 418 | 24.65 447 | 17.29 454 | 12.51 479 | 16.91 526 | 10.92 506 | 0.38 477 | 0.18 452 | 0.81 575 | 0.05 324 | 1.95 571 | 0.65 477 |
|
| THIR-Stereo |  | 9.38 455 | 1.78 411 | 8.50 363 | 4.74 290 | 0.71 135 | 15.92 509 | 11.93 592 | 16.39 344 | 21.56 443 | 24.27 565 | 32.07 552 | 14.40 399 | 14.14 513 | 11.49 333 | 8.39 465 | 0.05 314 | 0.25 510 | 0.10 410 | 0.05 324 | 0.33 354 | 0.58 462 |
|
| ff1 |  | 9.41 456 | 1.43 274 | 9.67 432 | 5.70 377 | 3.44 413 | 11.96 424 | 6.35 470 | 18.45 384 | 16.31 378 | 15.83 410 | 31.44 542 | 17.22 450 | 10.87 435 | 16.19 511 | 21.98 596 | 0.00 1 | 0.05 206 | 0.80 570 | 0.08 363 | 0.26 293 | 0.14 235 |
|
| G2L-ROB |  | 9.43 457 | 1.49 298 | 8.01 334 | 5.66 374 | 4.08 452 | 11.74 417 | 7.70 519 | 29.33 531 | 18.14 406 | 19.72 503 | 21.64 415 | 22.32 515 | 11.02 440 | 16.47 518 | 10.74 505 | 0.02 229 | 0.01 45 | 0.00 1 | 0.00 1 | 0.19 243 | 0.33 388 |
|
| GANet-RSSM |  | 9.48 458 | 1.32 238 | 6.45 254 | 6.72 465 | 5.51 547 | 12.78 442 | 6.03 461 | 26.55 493 | 18.96 415 | 14.92 382 | 27.95 485 | 25.41 552 | 14.69 528 | 13.52 446 | 7.60 438 | 0.10 359 | 0.10 353 | 0.16 459 | 0.01 203 | 0.51 436 | 0.39 409 |
|
| UCFNet_RVC |  | 9.48 458 | 2.12 471 | 4.89 145 | 7.03 478 | 3.78 432 | 16.05 512 | 6.37 474 | 28.25 515 | 20.00 425 | 15.93 414 | 23.07 432 | 25.21 549 | 12.79 483 | 12.57 405 | 8.01 453 | 0.07 346 | 0.04 168 | 1.17 596 | 0.23 468 | 1.31 548 | 0.69 482 |
|
| DualNet |  | 9.49 460 | 1.61 349 | 9.63 428 | 5.30 351 | 2.52 355 | 15.42 499 | 6.00 456 | 27.25 502 | 19.96 423 | 19.40 495 | 33.22 569 | 15.99 426 | 11.29 447 | 13.21 433 | 7.66 441 | 0.23 431 | 0.08 313 | 0.07 368 | 0.04 296 | 0.48 418 | 0.34 392 |
|
| CFNet_pseudo |  | 9.58 461 | 1.91 428 | 10.73 469 | 4.53 277 | 2.91 387 | 14.26 472 | 2.75 333 | 26.73 497 | 32.14 559 | 17.10 444 | 23.02 431 | 22.14 512 | 8.74 390 | 12.17 381 | 7.43 427 | 0.20 410 | 0.45 566 | 1.24 605 | 0.24 478 | 2.49 584 | 0.49 442 |
|
| Anonymous3 |  | 9.60 462 | 3.45 536 | 29.83 629 | 9.58 562 | 4.75 497 | 24.51 597 | 10.20 564 | 24.04 463 | 18.77 413 | 10.42 294 | 14.64 307 | 7.97 284 | 8.75 391 | 14.05 458 | 5.80 397 | 2.44 623 | 1.39 630 | 0.08 379 | 0.06 344 | 0.73 497 | 0.48 438 |
|
| ccs_rob |  | 9.61 463 | 1.92 432 | 10.72 468 | 4.55 279 | 2.89 384 | 14.33 474 | 2.86 342 | 26.85 498 | 32.36 562 | 17.05 442 | 22.91 430 | 22.12 511 | 8.70 388 | 12.10 377 | 7.44 428 | 0.19 402 | 0.44 561 | 1.38 607 | 0.25 484 | 2.68 587 | 0.57 459 |
|
| PCWNet_CMD |  | 9.64 464 | 1.77 408 | 10.59 465 | 4.80 296 | 2.90 385 | 16.25 526 | 2.42 315 | 29.37 533 | 34.10 575 | 17.41 450 | 22.04 421 | 19.10 482 | 7.70 363 | 12.05 369 | 6.86 416 | 0.22 421 | 0.45 566 | 0.80 570 | 0.22 459 | 3.11 599 | 0.69 482 |
|
| MSMDNet |  | 9.64 464 | 1.77 408 | 10.63 466 | 4.83 297 | 2.90 385 | 16.35 527 | 2.37 308 | 29.33 531 | 34.29 578 | 17.43 452 | 22.10 423 | 19.05 481 | 7.79 368 | 12.11 379 | 6.87 417 | 0.23 431 | 0.46 568 | 0.67 558 | 0.21 456 | 2.77 590 | 0.60 465 |
|
| DCVSM-stereo |  | 9.70 466 | 1.83 418 | 11.36 481 | 5.81 387 | 3.59 422 | 10.57 390 | 3.00 346 | 18.71 389 | 22.11 452 | 23.79 563 | 19.02 368 | 29.73 578 | 17.68 571 | 13.33 438 | 9.11 480 | 0.21 415 | 1.14 624 | 0.27 500 | 0.06 344 | 0.75 503 | 1.89 572 |
|
| BSDual-CNN |  | 9.70 466 | 1.48 292 | 7.93 326 | 6.74 466 | 3.96 442 | 16.10 516 | 7.13 505 | 33.06 587 | 21.58 444 | 17.99 465 | 21.34 407 | 22.28 513 | 11.53 455 | 14.18 459 | 7.81 444 | 0.19 402 | 0.13 404 | 0.14 444 | 0.04 296 | 0.30 324 | 0.09 167 |
|
| PSMNet-RSSM |  | 9.71 468 | 1.73 384 | 6.09 239 | 7.47 502 | 4.27 463 | 10.06 379 | 6.00 456 | 29.14 527 | 21.74 448 | 15.76 408 | 32.88 564 | 22.63 516 | 13.18 490 | 12.94 423 | 9.12 481 | 0.09 352 | 0.02 103 | 0.07 368 | 0.10 390 | 0.70 489 | 0.24 342 |
|
| IER |  | 9.78 469 | 1.55 320 | 9.97 447 | 4.51 275 | 5.23 526 | 13.78 460 | 5.11 424 | 26.66 495 | 22.79 461 | 19.69 502 | 29.45 507 | 16.42 433 | 18.52 582 | 13.64 451 | 7.57 435 | 0.06 335 | 0.03 145 | 0.18 466 | 0.09 377 | 0.18 239 | 0.23 335 |
|
| test_sample6 |  | 9.79 470 | 1.61 349 | 9.84 441 | 5.35 357 | 2.35 346 | 15.59 503 | 6.60 488 | 28.40 516 | 20.96 433 | 19.40 495 | 33.22 569 | 17.17 449 | 11.58 459 | 13.43 442 | 8.82 473 | 0.26 448 | 0.10 353 | 0.10 410 | 0.06 344 | 0.50 432 | 0.41 416 |
|
| psmg |  | 9.80 471 | 1.48 292 | 7.93 326 | 5.18 338 | 3.96 442 | 15.85 508 | 7.93 521 | 29.11 526 | 21.58 444 | 20.93 525 | 25.06 450 | 22.28 513 | 11.53 455 | 14.18 459 | 7.81 444 | 0.19 402 | 0.13 404 | 0.17 461 | 0.04 296 | 0.36 366 | 0.21 316 |
|
| gwcnet-sp |  | 9.81 472 | 2.82 512 | 13.47 517 | 5.99 408 | 4.27 463 | 16.20 522 | 5.91 449 | 25.55 478 | 24.34 484 | 21.01 527 | 20.69 394 | 15.22 413 | 14.96 532 | 14.50 470 | 9.97 490 | 0.05 314 | 0.15 428 | 0.02 280 | 0.08 363 | 0.49 427 | 0.51 444 |
|
| scenet |  | 9.81 472 | 2.82 512 | 13.47 517 | 5.99 408 | 4.27 463 | 16.20 522 | 5.91 449 | 25.55 478 | 24.34 484 | 21.01 527 | 20.69 394 | 15.22 413 | 14.96 532 | 14.50 470 | 9.97 490 | 0.05 314 | 0.15 428 | 0.02 280 | 0.08 363 | 0.49 427 | 0.51 444 |
|
| ssnet |  | 9.81 472 | 2.82 512 | 13.47 517 | 5.99 408 | 4.27 463 | 16.20 522 | 5.91 449 | 25.55 478 | 24.34 484 | 21.01 527 | 20.69 394 | 15.22 413 | 14.96 532 | 14.50 470 | 9.97 490 | 0.05 314 | 0.15 428 | 0.02 280 | 0.08 363 | 0.49 427 | 0.51 444 |
|
| CCAANet |  | 9.84 475 | 1.49 298 | 9.29 410 | 6.41 441 | 5.05 514 | 12.91 444 | 3.79 380 | 28.06 512 | 22.91 462 | 15.23 397 | 36.91 597 | 18.50 475 | 10.70 430 | 16.74 523 | 8.06 456 | 0.12 372 | 0.00 1 | 0.27 500 | 0.01 203 | 0.20 247 | 0.15 255 |
|
| CFNet-ft |   | 9.87 476 | 2.18 478 | 5.49 197 | 7.45 500 | 5.25 528 | 15.76 505 | 5.98 454 | 21.89 439 | 21.87 449 | 14.96 383 | 30.02 515 | 25.68 553 | 13.68 499 | 12.46 398 | 10.94 508 | 0.08 350 | 0.06 246 | 1.83 614 | 0.22 459 | 1.09 530 | 0.43 423 |
|
| CFNet_RVC |  | 9.87 476 | 2.18 478 | 5.49 197 | 7.45 500 | 5.25 528 | 15.76 505 | 5.98 454 | 21.89 439 | 21.87 449 | 14.96 383 | 30.02 515 | 25.68 553 | 13.68 499 | 12.46 398 | 10.94 508 | 0.08 350 | 0.06 246 | 1.83 614 | 0.22 459 | 1.09 530 | 0.43 423 |
|
| PSMNet-ADL |  | 9.88 478 | 2.01 453 | 6.80 272 | 9.18 549 | 4.26 462 | 15.11 491 | 3.50 366 | 27.12 501 | 24.42 487 | 14.72 377 | 18.96 366 | 25.32 551 | 13.43 494 | 15.76 494 | 14.04 536 | 0.79 559 | 0.78 607 | 0.00 1 | 0.02 245 | 0.26 293 | 1.18 542 |
|
| qqq1 |  | 9.96 479 | 1.37 253 | 13.37 512 | 4.41 267 | 1.30 226 | 14.40 478 | 3.29 356 | 30.25 543 | 29.81 532 | 19.55 497 | 29.37 500 | 18.06 467 | 14.40 520 | 15.42 485 | 3.18 287 | 0.38 477 | 0.21 473 | 0.00 1 | 0.01 203 | 0.29 315 | 0.18 283 |
|
| fff1 |  | 9.96 479 | 1.37 253 | 13.37 512 | 4.41 267 | 1.30 226 | 14.40 478 | 3.29 356 | 30.25 543 | 29.81 532 | 19.55 497 | 29.37 500 | 18.06 467 | 14.40 520 | 15.42 485 | 3.18 287 | 0.38 477 | 0.21 473 | 0.00 1 | 0.01 203 | 0.29 315 | 0.18 283 |
|
| UGAM |  | 10.01 481 | 1.28 222 | 9.19 408 | 6.53 449 | 4.31 469 | 6.72 320 | 10.45 569 | 15.31 319 | 25.98 500 | 20.56 519 | 27.42 481 | 22.70 518 | 11.49 453 | 26.30 617 | 10.64 504 | 0.00 1 | 0.00 1 | 0.46 534 | 0.03 272 | 0.39 383 | 0.43 423 |
|
| UDGNet |  | 10.05 482 | 13.89 650 | 10.00 453 | 9.36 553 | 2.69 369 | 7.82 347 | 1.88 262 | 18.86 394 | 34.64 580 | 17.52 456 | 13.70 299 | 13.40 386 | 7.18 354 | 13.01 428 | 6.30 409 | 5.30 650 | 0.08 313 | 12.57 675 | 2.80 642 | 8.19 651 | 1.71 567 |
|
| Selective-IGEV-i16pc |  | 10.06 483 | 1.72 383 | 15.71 552 | 5.65 371 | 1.66 275 | 36.81 661 | 11.67 588 | 18.83 393 | 26.73 509 | 10.16 290 | 21.57 411 | 15.78 422 | 7.07 350 | 14.19 462 | 8.16 461 | 2.15 614 | 0.94 619 | 0.26 497 | 0.53 570 | 0.77 506 | 0.87 510 |
|
| cf-r |  | 10.06 483 | 1.60 344 | 7.99 332 | 5.82 388 | 5.70 558 | 12.92 445 | 4.78 416 | 24.18 466 | 27.47 515 | 16.91 441 | 31.02 533 | 25.12 548 | 14.05 510 | 11.63 347 | 11.01 511 | 0.03 267 | 0.03 145 | 0.05 333 | 0.03 272 | 0.43 397 | 0.39 409 |
|
| ICVP |  | 10.07 485 | 1.73 384 | 6.11 240 | 9.08 545 | 3.31 408 | 12.25 432 | 6.56 485 | 26.30 491 | 22.52 457 | 16.49 429 | 31.80 547 | 26.94 564 | 12.42 475 | 11.35 328 | 10.92 506 | 1.17 593 | 0.57 590 | 0.17 461 | 0.10 390 | 0.58 464 | 1.07 533 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 486 | 1.97 440 | 9.53 421 | 7.09 482 | 4.21 459 | 9.10 368 | 8.53 531 | 29.05 525 | 22.51 456 | 19.28 494 | 25.57 458 | 22.70 518 | 10.67 429 | 15.44 489 | 14.88 546 | 0.25 443 | 0.04 168 | 0.08 379 | 0.01 203 | 0.36 366 | 0.42 419 |
|
| hknet |  | 10.13 487 | 1.56 330 | 10.27 459 | 6.74 466 | 3.72 429 | 16.10 516 | 7.13 505 | 33.06 587 | 21.12 437 | 17.99 465 | 21.34 407 | 23.11 521 | 14.95 531 | 16.43 517 | 8.34 464 | 0.14 379 | 0.13 404 | 0.14 444 | 0.04 296 | 0.30 324 | 0.09 167 |
|
| AdaStereo |  | 10.22 488 | 3.63 540 | 9.14 406 | 9.15 547 | 3.24 406 | 15.79 507 | 5.39 437 | 31.94 568 | 25.42 493 | 18.39 480 | 26.47 469 | 19.44 487 | 9.50 409 | 16.60 521 | 8.59 469 | 0.44 498 | 0.05 206 | 0.40 530 | 0.00 1 | 0.57 460 | 0.16 264 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| CFNet_ucs |  | 10.25 489 | 1.91 428 | 11.88 489 | 4.98 309 | 4.08 452 | 15.11 491 | 3.57 375 | 28.02 511 | 31.98 558 | 18.21 472 | 25.20 453 | 23.27 524 | 9.38 406 | 13.38 439 | 7.22 423 | 0.23 431 | 0.81 608 | 1.65 612 | 0.22 459 | 3.01 595 | 0.93 517 |
|
| iResNet |  | 10.26 490 | 3.10 527 | 15.72 553 | 7.35 493 | 2.13 327 | 13.86 465 | 7.07 502 | 22.80 451 | 28.01 518 | 20.10 511 | 30.40 521 | 16.79 438 | 11.06 441 | 14.46 469 | 10.29 500 | 0.39 486 | 0.05 206 | 0.00 1 | 0.07 355 | 0.73 497 | 0.73 490 |
|
| RAFT + AFF |  | 10.27 491 | 3.77 545 | 17.13 566 | 10.24 584 | 4.97 506 | 13.08 447 | 11.52 586 | 25.69 481 | 25.80 496 | 14.72 377 | 16.12 328 | 19.16 483 | 11.35 451 | 16.24 515 | 9.04 479 | 0.30 458 | 1.46 632 | 0.66 557 | 0.20 452 | 2.03 577 | 1.94 574 |
|
| ACVNet |  | 10.36 492 | 1.68 376 | 5.49 197 | 6.01 411 | 2.75 375 | 12.78 442 | 3.56 373 | 21.89 439 | 34.81 581 | 14.96 383 | 30.78 527 | 24.72 544 | 13.88 507 | 15.81 496 | 17.20 563 | 0.13 377 | 0.01 45 | 0.06 356 | 0.06 344 | 0.51 436 | 0.15 255 |
|
| G2L-Stereo_test |  | 10.39 493 | 1.61 349 | 7.86 322 | 4.75 293 | 4.34 473 | 11.83 419 | 11.94 593 | 32.49 579 | 22.58 458 | 23.08 557 | 24.40 443 | 21.48 504 | 11.95 466 | 15.64 490 | 13.00 523 | 0.04 288 | 0.06 246 | 0.01 250 | 0.02 245 | 0.32 346 | 0.37 403 |
|
| RT-IGEV |  | 10.44 494 | 1.62 355 | 11.92 490 | 5.95 404 | 2.23 335 | 21.30 576 | 14.50 616 | 29.47 534 | 24.30 480 | 21.51 538 | 20.17 383 | 23.81 533 | 12.18 470 | 13.13 432 | 4.90 371 | 0.10 359 | 0.27 518 | 0.05 333 | 0.37 536 | 0.52 443 | 0.55 453 |
|
| test_sample7 |  | 10.45 495 | 2.24 483 | 9.90 443 | 5.32 353 | 2.01 321 | 14.98 488 | 7.44 514 | 28.75 519 | 23.91 477 | 24.38 570 | 21.03 403 | 24.64 540 | 17.82 574 | 13.58 448 | 9.82 486 | 0.59 527 | 0.87 613 | 0.39 529 | 0.12 403 | 0.66 485 | 0.47 434 |
|
| tta |  | 10.45 495 | 1.37 253 | 13.37 512 | 4.41 267 | 1.30 226 | 14.39 475 | 3.29 356 | 30.25 543 | 29.81 532 | 19.55 497 | 29.37 500 | 18.06 467 | 14.40 520 | 15.42 485 | 12.69 520 | 0.38 477 | 0.21 473 | 0.28 508 | 0.03 272 | 0.29 315 | 0.18 283 |
|
| SMFormer |  | 10.46 497 | 1.37 253 | 13.37 512 | 4.41 267 | 1.30 226 | 14.40 478 | 3.29 356 | 30.25 543 | 29.81 532 | 19.55 497 | 29.37 500 | 18.06 467 | 14.40 520 | 15.42 485 | 12.70 521 | 0.38 477 | 0.21 473 | 0.28 508 | 0.03 272 | 0.33 354 | 0.31 381 |
|
| ToySt |  | 10.51 498 | 2.00 445 | 15.67 551 | 5.33 354 | 0.95 182 | 14.97 487 | 9.51 545 | 24.02 462 | 27.37 513 | 14.61 375 | 24.67 448 | 24.56 538 | 14.70 529 | 16.86 525 | 13.35 528 | 0.06 335 | 0.23 491 | 0.03 300 | 0.09 377 | 0.62 472 | 0.67 479 |
|
| AACVNet |  | 10.58 499 | 2.86 515 | 9.78 440 | 8.95 542 | 3.30 407 | 10.80 399 | 4.78 416 | 22.37 445 | 12.55 316 | 27.50 603 | 29.84 512 | 30.06 584 | 15.99 549 | 19.10 552 | 11.60 516 | 0.40 489 | 0.18 452 | 0.22 486 | 0.03 272 | 0.62 472 | 0.73 490 |
|
| GwcNet-RSSM |  | 10.65 500 | 1.94 436 | 8.57 367 | 6.89 475 | 5.26 531 | 12.26 433 | 5.21 426 | 25.80 484 | 31.50 549 | 16.67 435 | 33.52 575 | 23.70 531 | 13.88 507 | 12.84 416 | 13.67 532 | 0.05 314 | 0.10 353 | 0.14 444 | 0.02 245 | 0.65 481 | 0.39 409 |
|
| CFNet |  | 10.67 501 | 2.33 488 | 8.90 379 | 6.66 460 | 4.09 454 | 16.05 512 | 4.26 401 | 30.44 549 | 31.01 545 | 18.53 482 | 26.48 470 | 23.69 530 | 13.68 499 | 15.27 479 | 10.59 503 | 0.05 314 | 0.02 103 | 0.44 531 | 0.05 324 | 0.73 497 | 0.23 335 |
|
| DDVS |  | 10.70 502 | 3.00 523 | 11.95 491 | 6.84 473 | 3.80 435 | 15.73 504 | 2.83 340 | 23.57 458 | 17.37 393 | 20.98 526 | 29.89 513 | 31.40 594 | 8.70 388 | 19.22 555 | 13.19 526 | 0.74 551 | 1.53 635 | 0.07 368 | 0.21 456 | 0.84 512 | 2.11 580 |
|
| mmx |  | 10.71 503 | 1.43 274 | 9.67 432 | 5.70 377 | 3.44 413 | 11.96 424 | 6.35 470 | 32.18 572 | 28.03 519 | 15.83 410 | 31.44 542 | 17.22 450 | 10.87 435 | 16.19 511 | 21.98 596 | 0.22 421 | 0.06 246 | 0.80 570 | 0.08 363 | 0.48 418 | 0.21 316 |
|
| xxx |   | 10.71 503 | 1.43 274 | 9.67 432 | 5.70 377 | 3.44 413 | 11.96 424 | 6.35 470 | 32.18 572 | 28.03 519 | 15.83 410 | 31.44 542 | 17.22 450 | 10.87 435 | 16.19 511 | 21.98 596 | 0.22 421 | 0.06 246 | 0.80 570 | 0.08 363 | 0.48 418 | 0.21 316 |
|
| NINENet |  | 10.74 505 | 2.29 485 | 10.44 462 | 8.03 521 | 5.09 516 | 17.62 547 | 2.79 336 | 38.69 643 | 33.24 570 | 18.35 478 | 26.31 467 | 14.49 401 | 9.40 407 | 15.88 499 | 10.57 501 | 0.41 491 | 0.21 473 | 0.29 512 | 0.00 1 | 0.42 395 | 0.23 335 |
|
| LMCR-Stereo |   | 10.75 506 | 4.13 556 | 10.67 467 | 13.11 627 | 3.99 447 | 16.68 534 | 5.91 449 | 25.30 475 | 22.69 459 | 22.04 544 | 21.80 416 | 14.67 405 | 14.24 516 | 20.55 582 | 15.86 552 | 1.90 609 | 0.04 168 | 0.00 1 | 0.02 245 | 1.29 545 | 0.18 283 |
|
| DeepPruner_ROB |  | 10.77 507 | 4.56 562 | 13.13 507 | 6.37 437 | 4.28 468 | 10.14 380 | 6.86 496 | 36.42 624 | 19.59 418 | 17.87 461 | 27.37 480 | 23.19 523 | 12.26 471 | 19.09 551 | 10.23 498 | 1.05 586 | 0.48 572 | 0.23 490 | 0.15 423 | 0.89 518 | 1.17 540 |
|
| LL-Strereo |  | 10.79 508 | 3.52 538 | 12.54 499 | 8.77 538 | 5.44 544 | 7.49 339 | 9.26 541 | 35.15 612 | 28.70 524 | 16.47 428 | 15.85 324 | 21.06 501 | 17.42 569 | 21.62 588 | 9.72 485 | 0.21 415 | 0.22 483 | 0.74 564 | 0.08 363 | 0.98 524 | 0.60 465 |
|
| DAS |  | 10.80 509 | 2.03 458 | 13.96 525 | 9.01 543 | 6.23 578 | 14.67 484 | 7.38 512 | 21.59 433 | 32.58 565 | 18.67 485 | 28.13 487 | 19.20 484 | 17.08 564 | 16.54 520 | 7.31 425 | 0.58 523 | 0.01 45 | 0.29 512 | 0.01 203 | 0.47 415 | 0.20 304 |
|
| GMStereo_Zeroshot |   | 10.83 510 | 7.81 610 | 19.95 597 | 9.55 560 | 2.47 354 | 11.83 419 | 1.31 149 | 20.84 424 | 20.52 427 | 22.73 551 | 35.93 590 | 24.76 546 | 5.94 299 | 19.68 559 | 7.04 420 | 0.45 500 | 0.02 103 | 0.25 494 | 0.01 203 | 5.38 633 | 0.19 299 |
|
| HSM-Net_RVC |   | 10.88 511 | 1.23 203 | 5.46 192 | 5.57 367 | 2.63 366 | 20.12 566 | 6.06 463 | 27.67 508 | 28.35 523 | 20.63 521 | 25.51 456 | 34.01 617 | 14.38 519 | 16.18 510 | 9.29 482 | 0.11 366 | 0.07 275 | 0.01 250 | 0.00 1 | 0.13 199 | 0.14 235 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 512 | 3.81 548 | 6.88 275 | 6.69 462 | 2.30 341 | 16.06 514 | 10.94 574 | 30.06 540 | 32.41 563 | 16.10 417 | 18.72 363 | 22.78 520 | 14.21 515 | 17.52 531 | 8.62 471 | 2.35 618 | 1.84 640 | 3.32 641 | 1.57 625 | 2.06 578 | 1.52 558 |
|
| ac_64 |  | 11.10 513 | 1.49 298 | 9.88 442 | 8.24 528 | 5.45 545 | 19.12 558 | 6.46 479 | 24.10 464 | 14.34 345 | 22.80 553 | 23.87 440 | 33.28 610 | 15.54 544 | 18.87 547 | 17.26 565 | 0.28 454 | 0.12 388 | 0.02 280 | 0.02 245 | 0.26 293 | 0.63 469 |
|
| 1111x |  | 11.32 514 | 1.34 246 | 8.95 384 | 5.20 342 | 1.96 314 | 14.46 481 | 7.75 520 | 35.65 617 | 28.23 522 | 15.66 406 | 26.66 473 | 26.65 558 | 14.76 530 | 15.88 499 | 22.27 601 | 0.24 437 | 0.13 404 | 0.04 322 | 0.06 344 | 0.30 324 | 0.24 342 |
|
| HSM |  | 11.33 515 | 1.80 416 | 7.04 285 | 6.13 424 | 3.99 447 | 16.16 520 | 6.92 499 | 29.69 538 | 19.39 416 | 22.95 554 | 26.05 465 | 41.08 653 | 15.79 547 | 20.25 573 | 8.89 478 | 0.02 229 | 0.03 145 | 0.01 250 | 0.00 1 | 0.15 213 | 0.34 392 |
|
| SepStereo |  | 11.34 516 | 2.03 458 | 13.96 525 | 9.01 543 | 6.23 578 | 14.67 484 | 7.38 512 | 21.59 433 | 32.58 565 | 18.67 485 | 28.13 487 | 19.20 484 | 17.08 564 | 27.36 622 | 7.31 425 | 0.58 523 | 0.01 45 | 0.29 512 | 0.01 203 | 0.47 415 | 0.20 304 |
|
| DMCA-RVC |   | 11.41 517 | 3.32 532 | 11.68 486 | 10.12 579 | 4.81 498 | 11.92 422 | 4.11 391 | 24.67 470 | 23.66 472 | 20.06 510 | 28.51 494 | 26.71 559 | 24.96 621 | 15.95 507 | 14.82 543 | 0.41 491 | 0.34 542 | 0.56 546 | 0.16 426 | 0.72 495 | 0.69 482 |
|
| ITSA-stereo |  | 11.44 518 | 2.03 458 | 10.92 476 | 5.90 399 | 1.78 292 | 12.05 428 | 4.17 396 | 36.77 627 | 49.15 654 | 18.17 470 | 18.53 361 | 21.79 507 | 12.59 481 | 15.74 493 | 14.05 537 | 0.45 500 | 0.39 546 | 0.28 508 | 0.29 504 | 0.98 524 | 2.81 596 |
|
| test_xeample |   | 11.49 519 | 1.24 210 | 7.50 305 | 5.22 346 | 2.18 332 | 17.40 540 | 6.49 481 | 31.14 557 | 22.77 460 | 17.90 463 | 33.09 568 | 18.48 474 | 14.61 526 | 13.51 445 | 37.38 673 | 0.16 391 | 0.13 404 | 0.01 250 | 0.03 272 | 0.23 270 | 0.24 342 |
|
| coex_refinement |  | 11.56 520 | 1.53 312 | 7.45 304 | 8.18 525 | 5.09 516 | 17.10 537 | 7.07 502 | 31.05 556 | 32.20 561 | 18.57 483 | 30.81 529 | 25.84 555 | 12.31 473 | 13.41 441 | 19.47 578 | 0.23 431 | 0.04 168 | 0.02 280 | 0.10 390 | 0.44 400 | 0.37 403 |
|
| RASNet |  | 11.59 521 | 1.71 381 | 10.36 461 | 6.30 433 | 5.66 554 | 15.48 501 | 6.12 464 | 34.50 606 | 20.86 432 | 16.61 433 | 32.51 559 | 22.04 510 | 23.00 605 | 19.44 556 | 16.15 556 | 0.71 543 | 0.03 145 | 0.05 333 | 0.01 203 | 0.15 213 | 0.13 224 |
|
| ACV-stereo |  | 11.65 522 | 5.15 574 | 28.84 622 | 6.80 470 | 3.33 409 | 20.38 567 | 6.59 487 | 21.03 426 | 20.57 428 | 17.67 458 | 20.95 402 | 26.81 561 | 16.69 556 | 20.19 571 | 13.26 527 | 0.72 545 | 1.11 623 | 0.15 451 | 0.09 377 | 0.65 481 | 2.13 581 |
|
| iResNet_ROB |  | 11.71 523 | 1.96 439 | 10.77 470 | 6.01 411 | 3.68 427 | 15.13 493 | 2.34 304 | 31.72 565 | 37.58 600 | 26.16 591 | 32.77 561 | 25.88 556 | 15.34 542 | 16.35 516 | 7.94 450 | 0.19 402 | 0.01 45 | 0.00 1 | 0.00 1 | 0.31 336 | 0.12 207 |
|
| UPFNet |  | 11.72 524 | 1.52 310 | 10.33 460 | 7.38 495 | 7.14 603 | 20.05 565 | 9.62 547 | 28.90 524 | 25.94 499 | 20.02 508 | 29.73 511 | 20.91 498 | 16.34 552 | 18.61 545 | 16.17 557 | 0.26 448 | 0.17 444 | 0.25 494 | 0.03 272 | 0.55 451 | 0.56 458 |
|
| FADNet-RVC-Resample |  | 11.72 524 | 4.35 560 | 30.33 632 | 9.46 558 | 3.90 439 | 14.11 467 | 7.17 507 | 25.78 482 | 23.31 464 | 23.27 559 | 29.52 508 | 19.50 489 | 15.00 536 | 15.38 484 | 8.33 463 | 0.53 518 | 0.50 577 | 0.49 537 | 0.50 566 | 1.38 552 | 1.67 565 |
|
| xxxx |  | 11.74 526 | 1.16 182 | 7.88 323 | 5.61 369 | 1.99 318 | 20.46 568 | 3.12 352 | 33.99 597 | 23.76 476 | 15.53 403 | 30.67 523 | 26.88 563 | 14.50 524 | 12.98 426 | 35.48 664 | 0.19 402 | 0.18 452 | 0.01 250 | 0.02 245 | 0.22 255 | 0.27 359 |
|
| CBMV_ROB |  | 11.77 527 | 2.89 516 | 6.92 278 | 5.20 342 | 2.88 383 | 14.12 468 | 4.79 418 | 26.69 496 | 29.84 536 | 26.17 592 | 31.92 549 | 23.61 529 | 20.74 597 | 20.20 572 | 10.18 495 | 1.78 606 | 1.80 639 | 2.17 622 | 1.26 619 | 1.61 556 | 0.55 453 |
|
| PStereo |  | 11.80 528 | 21.18 671 | 5.14 163 | 4.07 226 | 1.27 223 | 10.57 390 | 8.37 527 | 16.06 340 | 37.64 601 | 11.94 313 | 1.56 51 | 11.27 340 | 10.54 427 | 24.16 603 | 33.61 656 | 10.87 675 | 1.46 632 | 1.51 609 | 0.88 593 | 14.24 675 | 9.68 671 |
|
| DSFCA |  | 11.85 529 | 2.01 453 | 12.93 505 | 5.40 361 | 6.87 596 | 15.36 495 | 10.45 569 | 30.68 551 | 31.84 551 | 25.99 588 | 23.52 435 | 22.03 509 | 14.05 510 | 20.28 576 | 12.46 518 | 0.57 522 | 0.41 550 | 0.28 508 | 0.38 539 | 1.02 526 | 0.47 434 |
|
| FADNet_RVC |  | 11.94 530 | 5.17 575 | 39.74 650 | 6.44 443 | 3.46 417 | 11.42 413 | 4.17 396 | 29.16 528 | 26.89 510 | 17.97 464 | 25.96 459 | 13.41 387 | 15.67 545 | 15.84 498 | 13.54 531 | 0.90 575 | 0.75 605 | 0.55 544 | 1.20 615 | 3.65 613 | 2.85 597 |
|
| iResNetv2_ROB |  | 12.00 531 | 2.91 518 | 13.46 516 | 5.82 388 | 3.73 430 | 13.15 449 | 6.45 478 | 34.15 599 | 36.02 591 | 25.25 580 | 33.81 579 | 29.79 580 | 14.24 516 | 13.61 450 | 6.10 405 | 0.21 415 | 0.02 103 | 0.12 427 | 0.00 1 | 0.82 510 | 0.25 349 |
|
| hitnet-ft |   | 12.04 532 | 2.11 468 | 6.14 241 | 7.27 490 | 3.90 439 | 25.98 612 | 3.56 373 | 22.56 446 | 23.74 474 | 20.55 517 | 33.81 579 | 31.59 595 | 18.67 585 | 19.47 557 | 17.20 563 | 0.42 495 | 1.36 629 | 0.35 522 | 0.07 355 | 1.11 533 | 0.86 508 |
|
| NLCA_NET_v2_RVC |  | 12.05 533 | 3.43 535 | 16.25 559 | 7.62 508 | 5.58 549 | 14.57 482 | 6.00 456 | 32.98 586 | 27.41 514 | 21.69 540 | 31.40 540 | 25.21 549 | 13.47 495 | 14.96 477 | 15.60 551 | 0.84 568 | 0.33 539 | 0.35 522 | 0.35 529 | 1.29 545 | 1.78 568 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| acv_ft |  | 12.16 534 | 1.68 376 | 11.97 492 | 7.70 510 | 6.20 575 | 19.61 562 | 5.52 439 | 25.78 482 | 34.81 581 | 25.62 586 | 30.78 527 | 24.72 544 | 13.20 492 | 15.81 496 | 18.80 574 | 0.13 377 | 0.01 45 | 0.06 356 | 0.06 344 | 0.63 475 | 0.15 255 |
|
| dad |  | 12.24 535 | 10.20 626 | 13.68 522 | 6.64 459 | 1.47 250 | 13.55 458 | 3.58 376 | 17.62 364 | 35.33 586 | 27.15 602 | 32.65 560 | 30.85 588 | 10.86 434 | 14.33 465 | 10.04 493 | 2.95 630 | 0.55 588 | 7.92 665 | 0.91 598 | 3.35 608 | 1.17 540 |
|
| ISRNet |  | 12.26 536 | 2.02 455 | 17.38 567 | 12.71 624 | 6.24 580 | 7.39 337 | 1.62 199 | 29.23 530 | 31.94 557 | 22.65 550 | 35.28 586 | 24.62 539 | 15.27 540 | 15.28 480 | 13.76 534 | 0.78 555 | 1.00 620 | 2.30 625 | 0.52 568 | 0.92 523 | 4.29 621 |
|
| pcwnet_v2 |  | 12.32 537 | 2.00 445 | 17.53 571 | 7.79 515 | 5.69 557 | 17.06 536 | 3.69 379 | 36.52 625 | 46.17 644 | 20.55 517 | 29.39 505 | 16.50 434 | 13.00 489 | 15.70 492 | 9.32 483 | 0.50 512 | 1.00 620 | 0.34 521 | 0.24 478 | 2.00 574 | 1.38 550 |
|
| 222 |  | 12.33 538 | 1.29 226 | 8.09 338 | 6.06 416 | 2.14 328 | 19.51 561 | 2.53 320 | 33.63 593 | 23.55 467 | 21.72 541 | 30.51 522 | 20.11 493 | 16.77 558 | 13.22 435 | 46.51 695 | 0.15 388 | 0.14 421 | 0.01 250 | 0.03 272 | 0.26 293 | 0.26 353 |
|
| ADLNet |  | 12.34 539 | 2.22 480 | 10.14 456 | 8.38 531 | 6.78 593 | 17.56 543 | 9.05 535 | 33.21 590 | 26.28 504 | 27.06 599 | 26.01 461 | 26.80 560 | 13.76 502 | 16.99 527 | 18.74 573 | 0.24 437 | 0.39 546 | 0.23 490 | 0.10 390 | 0.64 479 | 2.16 586 |
|
| CBFPSM |  | 12.42 540 | 2.59 505 | 28.96 625 | 4.74 290 | 3.20 403 | 22.33 582 | 16.31 636 | 21.13 428 | 21.03 435 | 21.04 530 | 27.81 483 | 30.24 585 | 15.99 549 | 14.59 474 | 14.80 542 | 0.04 288 | 0.49 575 | 0.10 410 | 0.16 426 | 0.51 436 | 2.34 590 |
|
| DualNet (step1) |  | 12.44 541 | 4.86 568 | 17.49 568 | 5.97 405 | 2.94 390 | 17.57 544 | 8.30 524 | 28.75 519 | 23.91 477 | 24.38 570 | 21.03 403 | 24.64 540 | 17.82 574 | 13.58 448 | 9.82 486 | 6.44 658 | 0.87 613 | 6.62 654 | 7.44 667 | 3.20 604 | 3.11 604 |
|
| ADLNet2 |  | 12.44 541 | 2.17 475 | 12.84 504 | 9.17 548 | 5.82 564 | 20.00 564 | 10.13 562 | 32.53 581 | 36.22 594 | 18.62 484 | 19.39 371 | 21.96 508 | 17.07 563 | 21.43 587 | 19.42 577 | 0.24 437 | 0.15 428 | 0.06 356 | 0.08 363 | 0.86 514 | 0.57 459 |
|
| AASNet |  | 12.49 543 | 2.46 494 | 10.49 463 | 9.82 569 | 6.86 595 | 17.33 539 | 6.73 491 | 41.09 657 | 37.86 604 | 22.53 549 | 29.11 497 | 16.68 437 | 13.48 497 | 14.54 473 | 17.87 569 | 0.20 410 | 0.02 103 | 0.78 566 | 0.05 324 | 1.18 537 | 0.76 494 |
|
| HBP-ISP |  | 12.52 544 | 7.82 611 | 8.47 361 | 7.57 507 | 4.27 463 | 12.56 436 | 6.42 477 | 28.68 518 | 29.56 527 | 21.11 532 | 35.69 588 | 15.85 423 | 18.42 581 | 20.44 579 | 11.00 510 | 3.03 631 | 2.63 653 | 7.09 663 | 3.97 652 | 3.58 611 | 2.27 588 |
|
| Selective-IGEV-i16pb |  | 12.56 545 | 1.79 415 | 18.70 585 | 6.40 440 | 2.14 328 | 35.66 657 | 11.00 576 | 31.78 566 | 35.44 587 | 14.65 376 | 26.95 475 | 19.68 492 | 11.09 442 | 15.94 504 | 13.10 524 | 2.24 615 | 1.00 620 | 0.49 537 | 0.95 602 | 1.14 536 | 1.06 531 |
|
| CRFU-Net |  | 12.56 545 | 2.89 516 | 11.77 487 | 8.18 525 | 5.80 563 | 24.84 600 | 10.46 573 | 24.56 468 | 13.12 324 | 30.06 621 | 29.37 500 | 29.09 571 | 19.64 590 | 19.96 564 | 18.53 572 | 0.82 565 | 0.48 572 | 0.27 500 | 0.15 423 | 0.53 444 | 0.68 480 |
|
| UNet |  | 12.64 547 | 2.02 455 | 13.36 511 | 6.85 474 | 7.76 617 | 25.31 609 | 4.74 415 | 34.10 598 | 28.19 521 | 20.03 509 | 31.07 534 | 27.02 566 | 17.36 567 | 20.18 570 | 13.87 535 | 0.06 335 | 0.05 206 | 0.27 500 | 0.01 203 | 0.23 270 | 0.39 409 |
|
| delet |  | 12.65 548 | 1.85 421 | 11.36 481 | 7.71 512 | 6.22 577 | 22.52 584 | 10.22 566 | 28.14 514 | 37.67 602 | 19.66 501 | 29.24 499 | 21.00 500 | 15.99 549 | 21.97 589 | 17.77 568 | 0.03 267 | 0.07 275 | 0.19 474 | 0.04 296 | 0.60 467 | 0.75 493 |
|
| HGLStereo |  | 12.72 549 | 2.66 507 | 12.34 496 | 9.93 573 | 7.55 611 | 16.16 520 | 7.45 515 | 31.48 563 | 27.01 511 | 20.01 507 | 35.31 587 | 26.98 565 | 18.90 586 | 17.87 535 | 18.90 575 | 0.33 464 | 0.16 439 | 0.07 368 | 0.05 324 | 0.48 418 | 0.70 486 |
|
| GEStereo_RVC |  | 12.81 550 | 2.49 497 | 13.64 520 | 9.68 565 | 4.97 506 | 18.16 549 | 11.30 582 | 31.26 559 | 47.47 647 | 19.84 504 | 26.97 476 | 19.03 480 | 13.19 491 | 20.14 569 | 14.86 545 | 0.83 567 | 0.51 581 | 0.10 410 | 0.13 408 | 0.54 447 | 0.99 524 |
|
| CSP-Net |  | 12.85 551 | 2.95 520 | 9.64 430 | 5.94 403 | 3.96 442 | 25.85 610 | 9.93 551 | 28.81 523 | 26.00 501 | 29.31 617 | 32.44 558 | 30.00 582 | 15.16 538 | 20.25 573 | 14.30 540 | 0.55 521 | 0.19 459 | 0.03 300 | 0.00 1 | 0.65 481 | 0.98 523 |
|
| SGM-Forest |  | 12.92 552 | 1.87 422 | 6.61 258 | 5.68 375 | 2.05 323 | 23.19 590 | 11.30 582 | 34.24 602 | 30.77 543 | 26.54 594 | 31.99 550 | 29.98 581 | 15.74 546 | 21.17 586 | 13.36 529 | 1.05 586 | 0.33 539 | 0.84 577 | 0.01 203 | 0.71 491 | 0.97 520 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 553 | 2.08 464 | 12.74 502 | 6.98 477 | 6.27 582 | 26.39 617 | 4.73 414 | 23.10 454 | 41.79 622 | 25.48 584 | 32.29 557 | 21.09 502 | 17.79 572 | 19.52 558 | 17.90 570 | 0.19 402 | 0.07 275 | 0.10 410 | 0.00 1 | 0.37 373 | 0.59 464 |
|
| STTStereo |  | 12.97 553 | 4.88 571 | 26.57 618 | 7.54 505 | 5.41 541 | 13.43 453 | 6.49 481 | 30.53 550 | 26.35 506 | 25.14 579 | 31.43 541 | 32.00 598 | 14.12 512 | 16.01 509 | 14.83 544 | 0.29 456 | 0.31 531 | 0.67 558 | 1.08 609 | 1.21 539 | 1.11 534 |
|
| TDLM |  | 12.98 555 | 3.78 546 | 9.77 439 | 10.75 597 | 4.94 504 | 16.10 516 | 14.08 612 | 35.05 610 | 31.87 552 | 22.36 546 | 26.51 472 | 26.09 557 | 14.97 535 | 24.73 609 | 13.11 525 | 1.05 586 | 0.05 206 | 1.21 600 | 0.27 497 | 1.83 567 | 1.00 526 |
|
| AANet_RVC |  | 13.16 556 | 5.34 579 | 10.83 473 | 8.20 527 | 4.44 480 | 14.13 469 | 9.46 544 | 28.78 522 | 37.67 602 | 23.44 561 | 37.47 602 | 23.48 527 | 15.83 548 | 22.39 593 | 16.63 559 | 1.67 603 | 0.86 611 | 0.24 493 | 0.02 245 | 0.63 475 | 1.60 561 |
|
| psm_up |  | 13.18 557 | 1.91 428 | 8.81 377 | 9.59 563 | 5.84 567 | 15.17 494 | 11.37 584 | 38.74 644 | 30.81 544 | 20.66 522 | 30.32 520 | 30.00 582 | 23.12 606 | 19.19 553 | 16.02 553 | 0.58 523 | 0.10 353 | 0.17 461 | 0.01 203 | 0.65 481 | 0.55 453 |
|
| xyz-stereo |  | 13.23 558 | 0.83 75 | 38.70 648 | 2.53 72 | 0.83 163 | 41.19 675 | 4.82 422 | 13.68 285 | 26.28 504 | 22.98 555 | 37.78 604 | 29.35 576 | 18.53 583 | 18.11 540 | 7.85 447 | 0.22 421 | 0.03 145 | 0.64 555 | 0.01 203 | 0.13 199 | 0.06 129 |
|
| ssnet_v2 |  | 13.23 558 | 2.43 491 | 11.25 478 | 7.34 492 | 2.92 389 | 23.05 589 | 12.95 600 | 35.93 620 | 32.92 569 | 21.23 535 | 25.38 454 | 28.81 570 | 15.22 539 | 22.57 594 | 19.81 581 | 0.18 398 | 0.08 313 | 0.19 474 | 0.05 324 | 1.24 542 | 1.06 531 |
|
| CVANet_RVC |  | 13.24 560 | 3.39 534 | 8.43 356 | 8.42 532 | 5.04 513 | 18.52 556 | 11.72 590 | 32.03 570 | 33.85 572 | 23.17 558 | 32.77 561 | 29.78 579 | 16.51 555 | 23.20 598 | 11.28 512 | 0.94 576 | 0.04 168 | 1.19 599 | 0.47 562 | 3.13 600 | 1.01 527 |
|
| FADNet-RVC |  | 13.27 561 | 11.57 641 | 39.71 649 | 7.94 518 | 4.50 486 | 15.41 498 | 6.95 501 | 27.96 509 | 22.98 463 | 20.37 516 | 30.73 526 | 26.86 562 | 11.31 450 | 20.50 581 | 14.28 539 | 0.14 379 | 0.14 421 | 0.13 439 | 0.18 433 | 2.83 591 | 0.86 508 |
|
| DLCB_ROB |  | 13.35 562 | 3.00 523 | 9.12 402 | 9.43 554 | 5.68 555 | 21.80 579 | 10.12 561 | 29.19 529 | 29.92 537 | 27.71 604 | 31.45 546 | 32.37 601 | 19.50 589 | 19.02 549 | 16.73 560 | 0.22 421 | 0.04 168 | 0.38 528 | 0.06 344 | 0.49 427 | 0.85 507 |
|
| StereoDRNet-Refined |  | 13.36 563 | 2.80 510 | 10.82 472 | 7.94 518 | 3.10 399 | 18.95 557 | 4.45 405 | 28.47 517 | 29.65 530 | 29.11 613 | 41.47 629 | 24.44 537 | 17.64 570 | 23.34 599 | 21.66 592 | 0.16 391 | 0.07 275 | 0.53 542 | 0.32 519 | 0.77 506 | 1.64 563 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 564 | 4.08 554 | 11.41 483 | 11.67 614 | 5.79 562 | 17.28 538 | 9.39 542 | 32.77 583 | 22.29 453 | 28.11 607 | 33.35 571 | 32.48 602 | 21.86 601 | 19.75 560 | 10.28 499 | 1.00 582 | 0.48 572 | 0.85 578 | 0.29 504 | 1.31 548 | 3.08 602 |
|
| iinet-f |  | 13.51 565 | 4.29 557 | 45.90 663 | 6.01 411 | 3.96 442 | 21.00 571 | 13.40 606 | 27.40 506 | 21.12 437 | 21.11 532 | 30.72 525 | 21.49 505 | 16.96 561 | 15.33 481 | 19.50 579 | 0.12 372 | 0.42 554 | 0.09 391 | 0.05 324 | 0.89 518 | 0.39 409 |
|
| rvit_105_1 |  | 13.56 566 | 5.57 582 | 19.88 596 | 13.22 628 | 4.58 491 | 15.04 490 | 28.61 686 | 26.56 494 | 42.75 628 | 18.83 488 | 24.53 445 | 20.93 499 | 13.85 505 | 18.02 539 | 11.90 517 | 1.74 604 | 0.60 592 | 0.25 494 | 2.10 636 | 0.61 469 | 1.64 563 |
|
| CBMV |   | 13.69 567 | 3.63 540 | 8.02 335 | 5.93 402 | 2.69 369 | 22.57 585 | 12.44 597 | 29.81 539 | 31.57 550 | 31.20 627 | 33.79 578 | 31.04 589 | 17.41 568 | 25.28 612 | 14.11 538 | 0.71 543 | 0.60 592 | 0.60 550 | 0.11 400 | 1.11 533 | 1.13 537 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 568 | 7.41 608 | 14.68 541 | 6.70 463 | 5.63 552 | 18.43 554 | 12.59 598 | 38.89 646 | 25.56 494 | 20.27 514 | 35.71 589 | 21.11 503 | 16.35 553 | 17.16 529 | 17.56 566 | 2.28 616 | 0.53 585 | 5.37 647 | 0.36 532 | 4.28 620 | 3.09 603 |
|
| FADNet |  | 14.18 569 | 10.92 635 | 37.56 645 | 7.79 515 | 6.64 587 | 17.48 542 | 6.91 498 | 34.73 608 | 34.03 573 | 18.85 489 | 27.02 477 | 28.26 568 | 14.24 516 | 17.77 534 | 10.09 494 | 0.41 491 | 0.67 599 | 0.37 526 | 0.37 536 | 8.13 649 | 1.34 547 |
|
| fast-acv-ft |  | 14.25 570 | 4.00 553 | 16.20 557 | 7.51 503 | 5.14 523 | 26.38 616 | 9.77 549 | 24.62 469 | 34.84 583 | 25.30 582 | 37.27 600 | 32.09 599 | 20.38 595 | 18.32 541 | 19.50 579 | 0.36 473 | 0.32 534 | 0.63 553 | 0.47 562 | 1.18 537 | 0.76 494 |
|
| DStereoRT |  | 14.31 571 | 2.30 486 | 10.03 455 | 10.45 587 | 5.01 512 | 18.36 551 | 6.38 475 | 27.11 500 | 26.47 507 | 15.77 409 | 24.40 443 | 10.48 326 | 14.62 527 | 17.08 528 | 9.45 484 | 1.32 597 | 0.51 581 | 57.89 706 | 25.93 695 | 0.56 458 | 2.01 577 |
|
| pmcnn |  | 14.59 572 | 3.68 543 | 19.78 595 | 6.83 472 | 4.51 487 | 21.27 575 | 14.67 618 | 27.37 504 | 30.54 540 | 27.09 601 | 40.19 621 | 38.71 639 | 18.53 583 | 17.70 533 | 19.27 576 | 0.84 568 | 0.09 332 | 0.00 1 | 0.00 1 | 0.48 418 | 0.31 381 |
|
| Anonymous_2 |  | 14.95 573 | 6.75 601 | 17.63 573 | 5.45 363 | 7.10 602 | 26.19 613 | 11.58 587 | 18.06 379 | 17.30 391 | 17.61 457 | 15.47 318 | 23.33 525 | 20.95 599 | 20.55 582 | 14.63 541 | 11.05 679 | 12.86 689 | 11.27 673 | 25.12 694 | 11.32 667 | 4.82 629 |
|
| z-ln-s-r |  | 14.97 574 | 6.05 586 | 40.55 652 | 5.39 360 | 5.41 541 | 13.95 466 | 13.34 605 | 21.84 437 | 36.75 597 | 18.86 490 | 43.90 647 | 23.71 532 | 16.41 554 | 22.64 596 | 28.99 647 | 0.02 229 | 0.02 103 | 0.00 1 | 0.00 1 | 1.04 528 | 0.48 438 |
|
| test_sample9 |  | 15.04 575 | 4.86 568 | 17.49 568 | 5.97 405 | 2.94 390 | 17.57 544 | 8.30 524 | 28.75 519 | 23.91 477 | 24.38 570 | 21.03 403 | 24.64 540 | 17.82 574 | 20.07 567 | 20.17 583 | 6.44 658 | 36.07 703 | 6.62 654 | 7.44 667 | 3.20 604 | 3.11 604 |
|
| NVstereo2D |  | 15.15 576 | 2.97 521 | 16.28 560 | 9.23 551 | 7.56 612 | 30.03 633 | 9.53 546 | 42.80 667 | 42.72 627 | 15.11 389 | 27.03 478 | 23.16 522 | 16.93 560 | 24.28 605 | 15.45 549 | 3.07 633 | 0.43 559 | 1.44 608 | 0.61 576 | 6.74 639 | 7.60 657 |
|
| TCMNet |  | 15.19 577 | 6.68 599 | 19.70 593 | 13.83 633 | 12.53 663 | 26.35 615 | 13.66 607 | 29.47 534 | 35.21 584 | 24.71 574 | 31.20 536 | 23.44 526 | 15.13 537 | 18.97 548 | 22.59 604 | 1.13 590 | 0.65 596 | 2.04 618 | 0.97 604 | 3.18 601 | 2.31 589 |
|
| Wz-Net-LNSev-Ref |  | 15.26 578 | 3.68 543 | 27.36 620 | 7.11 485 | 5.83 566 | 24.88 602 | 12.12 595 | 30.19 542 | 36.12 593 | 27.08 600 | 45.98 652 | 29.10 572 | 13.65 498 | 20.45 580 | 20.26 586 | 0.67 540 | 0.00 1 | 0.10 410 | 0.00 1 | 0.32 346 | 0.26 353 |
|
| StereoDRNet |  | 15.30 579 | 4.47 561 | 14.35 537 | 10.71 593 | 8.69 631 | 25.02 605 | 11.03 577 | 39.66 648 | 35.62 589 | 29.17 614 | 28.81 495 | 34.05 618 | 17.80 573 | 18.80 546 | 23.77 610 | 0.41 491 | 0.30 527 | 0.15 451 | 0.14 414 | 1.64 559 | 1.42 552 |
|
| FINET |  | 15.49 580 | 6.08 587 | 24.99 613 | 8.12 523 | 7.69 615 | 21.80 579 | 22.35 666 | 33.76 595 | 48.27 649 | 25.99 588 | 32.27 556 | 19.48 488 | 16.83 559 | 19.07 550 | 16.38 558 | 1.37 598 | 0.70 600 | 0.95 585 | 0.27 497 | 2.61 586 | 0.90 513 |
|
| DRN-Test |  | 15.88 581 | 3.83 549 | 14.70 542 | 9.96 575 | 8.02 624 | 28.93 630 | 14.65 617 | 42.34 662 | 38.25 607 | 28.18 608 | 34.31 583 | 29.22 574 | 18.35 580 | 20.01 565 | 22.68 605 | 0.37 476 | 0.41 550 | 0.46 534 | 0.28 500 | 1.28 544 | 1.34 547 |
|
| YMNet |  | 15.91 582 | 5.68 584 | 21.74 605 | 10.94 600 | 8.77 633 | 25.22 607 | 9.21 538 | 32.22 576 | 31.35 546 | 33.81 645 | 38.84 612 | 34.00 615 | 17.83 577 | 19.95 562 | 21.57 590 | 0.87 571 | 1.30 625 | 1.22 602 | 0.91 598 | 1.64 559 | 1.18 542 |
|
| YMNet_1 |  | 15.91 582 | 5.68 584 | 21.74 605 | 10.94 600 | 8.77 633 | 25.22 607 | 9.21 538 | 32.22 576 | 31.35 546 | 33.81 645 | 38.84 612 | 34.00 615 | 17.83 577 | 19.95 562 | 21.57 590 | 0.87 571 | 1.30 625 | 1.22 602 | 0.91 598 | 1.64 559 | 1.18 542 |
|
| SDNR |  | 16.15 584 | 5.23 577 | 28.92 624 | 5.73 383 | 6.05 574 | 56.85 695 | 3.26 353 | 23.18 455 | 29.73 531 | 20.62 520 | 36.48 593 | 13.59 391 | 16.97 562 | 18.43 542 | 13.44 530 | 10.56 674 | 13.84 691 | 3.10 638 | 0.44 557 | 7.80 645 | 8.81 664 |
|
| PA-Net |  | 16.29 585 | 6.88 603 | 27.34 619 | 9.88 572 | 11.12 652 | 21.77 578 | 28.15 685 | 32.06 571 | 39.49 608 | 19.99 506 | 27.91 484 | 23.50 528 | 20.59 596 | 20.25 573 | 24.04 613 | 0.24 437 | 2.26 649 | 0.22 486 | 4.59 656 | 1.13 535 | 4.48 625 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 586 | 1.88 424 | 16.15 556 | 7.78 514 | 4.19 458 | 26.92 620 | 10.21 565 | 30.31 547 | 44.26 637 | 21.35 537 | 33.91 581 | 35.80 628 | 22.40 603 | 35.65 656 | 33.87 658 | 0.18 398 | 0.08 313 | 0.04 322 | 0.04 296 | 1.71 563 | 0.54 451 |
|
| GwcNet |   | 16.48 587 | 5.23 577 | 20.03 598 | 10.24 584 | 8.48 628 | 28.79 627 | 10.09 559 | 38.60 642 | 44.51 638 | 23.29 560 | 36.95 598 | 31.29 592 | 19.79 593 | 20.42 578 | 25.70 626 | 0.54 519 | 0.72 601 | 0.57 547 | 0.39 542 | 1.37 551 | 2.64 593 |
|
| NaN_ROB |  | 16.51 588 | 6.51 596 | 16.22 558 | 10.53 591 | 4.64 494 | 31.76 643 | 17.78 648 | 37.00 631 | 43.37 632 | 29.68 619 | 31.29 537 | 32.67 607 | 20.32 594 | 28.00 628 | 16.06 554 | 0.38 477 | 0.41 550 | 0.32 518 | 0.41 546 | 0.87 516 | 1.94 574 |
|
| FAT-Stereo |  | 16.81 589 | 2.97 521 | 17.56 572 | 9.80 568 | 6.21 576 | 16.12 519 | 13.23 604 | 38.18 641 | 39.67 611 | 27.00 598 | 39.73 619 | 37.55 635 | 31.30 651 | 20.39 577 | 21.52 589 | 3.44 635 | 2.05 642 | 0.81 575 | 1.10 610 | 1.89 570 | 5.72 634 |
|
| S-Stereo |  | 16.85 590 | 3.95 552 | 20.67 601 | 12.08 620 | 8.91 637 | 21.68 577 | 12.61 599 | 32.20 575 | 44.61 639 | 22.37 547 | 38.42 610 | 29.15 573 | 28.02 635 | 18.58 544 | 22.36 603 | 2.88 629 | 3.11 662 | 0.87 582 | 1.82 630 | 3.58 611 | 9.08 666 |
|
| DANet |  | 16.85 590 | 8.00 612 | 26.04 617 | 14.56 642 | 7.25 605 | 20.59 569 | 5.37 430 | 26.22 490 | 26.02 503 | 32.17 635 | 36.00 591 | 37.20 633 | 29.77 643 | 30.75 636 | 24.62 618 | 1.14 592 | 1.34 627 | 2.21 623 | 0.51 567 | 3.18 601 | 4.07 619 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| MaskLacGwcNet_RVC |  | 16.87 592 | 16.27 658 | 17.93 579 | 11.24 608 | 6.69 590 | 28.95 631 | 10.44 568 | 41.23 659 | 21.49 442 | 29.68 619 | 34.27 582 | 32.48 602 | 11.00 439 | 20.05 566 | 15.09 547 | 8.22 665 | 2.59 652 | 12.23 674 | 0.75 589 | 10.40 660 | 6.34 641 |
|
| PSMNet_ROB |  | 16.90 593 | 5.45 580 | 14.16 530 | 13.77 631 | 7.25 605 | 27.65 623 | 32.74 692 | 43.21 670 | 37.88 605 | 24.00 564 | 32.97 566 | 34.55 622 | 16.69 556 | 17.41 530 | 23.96 612 | 0.38 477 | 0.22 483 | 0.93 584 | 2.05 634 | 1.83 567 | 0.96 519 |
|
| GANet |  | 16.92 594 | 4.32 559 | 12.46 498 | 10.84 599 | 4.24 460 | 23.04 588 | 15.36 630 | 39.91 651 | 34.47 579 | 32.42 636 | 45.10 651 | 40.04 648 | 27.54 630 | 23.61 602 | 20.20 585 | 1.02 585 | 0.08 313 | 0.67 558 | 0.22 459 | 1.87 569 | 0.97 520 |
|
| Syn2CoEx |  | 17.03 595 | 10.40 629 | 25.65 616 | 20.35 661 | 8.02 624 | 26.28 614 | 11.27 581 | 37.16 633 | 32.69 567 | 28.89 611 | 40.17 620 | 29.27 575 | 26.63 625 | 19.19 553 | 17.63 567 | 0.98 580 | 0.54 586 | 1.23 604 | 0.23 468 | 1.82 566 | 2.24 587 |
|
| test_sample8 |  | 17.19 596 | 4.86 568 | 17.49 568 | 5.97 405 | 2.94 390 | 17.57 544 | 8.30 524 | 31.87 567 | 18.55 410 | 33.54 642 | 26.00 460 | 40.64 651 | 32.90 656 | 20.07 567 | 20.17 583 | 6.44 658 | 36.07 703 | 6.62 654 | 7.44 667 | 3.20 604 | 3.11 604 |
|
| NCCL2 |  | 17.23 597 | 6.37 595 | 14.30 536 | 23.45 674 | 7.18 604 | 24.16 594 | 17.05 643 | 34.39 604 | 25.88 497 | 31.55 629 | 38.01 606 | 42.09 658 | 26.81 626 | 20.94 585 | 22.69 606 | 0.45 500 | 0.23 491 | 2.63 631 | 1.80 629 | 2.02 576 | 2.57 591 |
|
| GASNet |  | 17.30 598 | 19.38 666 | 30.46 633 | 20.66 663 | 9.36 641 | 16.06 514 | 9.06 536 | 43.89 674 | 40.04 614 | 25.35 583 | 23.73 436 | 32.90 608 | 15.37 543 | 28.91 630 | 17.05 561 | 3.04 632 | 0.27 518 | 1.88 616 | 0.45 560 | 6.73 638 | 1.37 549 |
|
| ADCRef |  | 17.30 598 | 6.73 600 | 42.01 658 | 10.11 578 | 8.78 635 | 26.61 618 | 10.45 569 | 31.29 561 | 32.75 568 | 31.19 626 | 41.62 632 | 18.47 473 | 19.78 592 | 24.29 606 | 34.06 660 | 0.76 552 | 0.42 554 | 2.16 621 | 1.79 628 | 1.23 541 | 1.56 560 |
|
| XPNet_ROB |  | 17.33 600 | 4.84 566 | 15.44 547 | 11.15 605 | 6.64 587 | 20.88 570 | 16.10 633 | 36.26 623 | 39.54 609 | 31.80 633 | 41.32 627 | 41.30 655 | 23.91 610 | 24.67 607 | 27.40 634 | 1.07 589 | 0.74 603 | 0.79 568 | 0.25 484 | 1.10 532 | 1.31 546 |
|
| w-ln-seven-2 |  | 17.58 601 | 7.62 609 | 41.78 656 | 11.29 610 | 6.55 586 | 23.49 591 | 14.08 612 | 29.64 537 | 39.85 613 | 28.44 610 | 42.38 635 | 30.45 586 | 27.66 632 | 22.16 591 | 22.15 599 | 0.44 498 | 0.49 575 | 0.65 556 | 0.17 431 | 1.58 555 | 0.81 499 |
|
| RP |  | 17.58 601 | 4.92 572 | 15.27 546 | 15.44 648 | 11.95 660 | 21.05 572 | 11.75 591 | 27.64 507 | 45.09 642 | 22.99 556 | 42.05 634 | 39.39 644 | 27.74 633 | 25.54 613 | 22.33 602 | 5.45 651 | 0.59 591 | 4.33 643 | 1.62 627 | 3.53 610 | 2.86 599 |
|
| SuperB |  | 17.60 603 | 6.22 594 | 56.40 685 | 7.91 517 | 5.07 515 | 19.70 563 | 9.03 534 | 24.87 471 | 50.15 661 | 26.25 593 | 39.13 614 | 17.61 458 | 20.84 598 | 22.28 592 | 25.31 622 | 0.70 541 | 0.31 531 | 1.10 594 | 0.71 586 | 16.58 681 | 1.86 569 |
|
| ETE_ROB |  | 17.67 604 | 9.48 620 | 17.66 574 | 13.60 629 | 4.57 490 | 23.03 587 | 21.09 661 | 32.49 579 | 35.24 585 | 30.49 623 | 38.06 607 | 46.18 671 | 24.49 613 | 26.40 618 | 24.21 615 | 0.46 505 | 0.24 502 | 1.14 595 | 0.84 592 | 1.52 554 | 2.13 581 |
|
| APVNet |  | 17.75 605 | 5.46 581 | 20.35 600 | 12.31 622 | 8.40 627 | 30.16 635 | 24.10 675 | 41.14 658 | 30.12 538 | 25.08 578 | 41.09 625 | 31.24 590 | 23.12 606 | 27.07 621 | 27.86 640 | 0.34 468 | 0.56 589 | 3.02 636 | 0.52 568 | 1.68 562 | 1.45 554 |
|
| PWCDC_ROB |   | 17.80 606 | 9.62 621 | 18.38 583 | 17.95 655 | 7.74 616 | 24.61 599 | 5.56 442 | 34.41 605 | 52.79 666 | 29.66 618 | 50.20 667 | 20.63 496 | 19.69 591 | 29.85 635 | 20.87 587 | 6.18 655 | 0.26 514 | 0.10 410 | 0.05 324 | 5.36 632 | 2.00 576 |
|
| MDST_ROB |  | 17.92 607 | 1.60 344 | 13.68 522 | 13.88 635 | 6.44 584 | 43.05 677 | 14.86 620 | 42.74 666 | 41.66 620 | 43.25 671 | 42.85 639 | 28.43 569 | 17.28 566 | 29.35 632 | 16.06 554 | 0.88 574 | 0.11 375 | 0.63 553 | 0.47 562 | 0.50 432 | 0.64 475 |
|
| Nwc_Net |  | 17.98 608 | 4.67 564 | 17.79 578 | 14.26 638 | 11.65 658 | 25.14 606 | 14.88 621 | 40.85 655 | 39.83 612 | 21.07 531 | 43.24 641 | 34.50 621 | 27.64 631 | 26.44 620 | 25.03 619 | 3.22 634 | 0.18 452 | 2.52 630 | 3.18 643 | 1.98 572 | 1.51 557 |
|
| ADCP+ |  | 18.16 609 | 4.61 563 | 32.94 636 | 9.31 552 | 10.23 646 | 28.87 628 | 11.69 589 | 33.43 591 | 36.49 595 | 29.28 616 | 40.49 622 | 24.18 536 | 24.61 616 | 33.89 645 | 35.33 662 | 0.25 443 | 0.40 549 | 2.00 617 | 1.17 614 | 2.16 579 | 1.87 571 |
|
| Wz-Net-LNSev |  | 18.19 610 | 10.57 631 | 41.33 654 | 10.19 581 | 7.94 622 | 24.29 595 | 15.28 628 | 34.15 599 | 43.38 633 | 32.90 639 | 43.72 645 | 31.94 597 | 22.21 602 | 20.81 584 | 22.26 600 | 0.47 506 | 0.22 483 | 0.00 1 | 0.02 245 | 1.22 540 | 0.94 518 |
|
| PWC_ROB |   | 18.37 611 | 10.55 630 | 25.19 614 | 10.21 582 | 6.29 583 | 23.75 592 | 4.79 418 | 35.93 620 | 48.75 653 | 32.56 637 | 44.46 650 | 34.68 623 | 24.78 618 | 30.99 637 | 25.72 627 | 1.38 600 | 0.08 313 | 1.57 610 | 0.26 490 | 2.18 580 | 3.17 609 |
|
| AF-Net |  | 18.38 612 | 5.60 583 | 14.21 532 | 15.95 649 | 10.78 649 | 22.26 581 | 10.45 569 | 35.39 614 | 50.22 662 | 24.71 574 | 37.77 603 | 41.55 656 | 29.24 641 | 29.11 631 | 26.67 628 | 4.35 645 | 0.06 246 | 4.56 645 | 0.90 595 | 2.42 581 | 1.38 550 |
|
| stereogan |  | 18.62 613 | 3.07 525 | 16.31 561 | 13.04 626 | 9.99 644 | 35.74 658 | 9.09 537 | 38.17 640 | 45.27 643 | 24.39 573 | 41.24 626 | 39.93 646 | 25.46 622 | 31.29 639 | 24.33 617 | 1.80 607 | 0.91 617 | 2.71 633 | 0.75 589 | 5.15 630 | 3.70 610 |
|
| edge stereo |  | 18.75 614 | 5.12 573 | 17.66 574 | 10.77 598 | 7.84 620 | 22.41 583 | 11.03 577 | 35.23 613 | 42.07 626 | 34.62 647 | 42.74 637 | 41.28 654 | 35.50 662 | 25.14 611 | 24.17 614 | 2.42 622 | 2.42 651 | 6.35 653 | 1.45 623 | 2.89 594 | 3.80 611 |
|
| RYNet |  | 18.92 615 | 4.69 565 | 16.88 565 | 10.99 602 | 15.84 673 | 46.72 680 | 16.57 639 | 37.84 637 | 48.03 648 | 26.92 596 | 26.48 470 | 37.84 638 | 24.92 620 | 19.80 561 | 31.04 653 | 0.25 443 | 0.25 510 | 0.62 552 | 0.03 272 | 6.34 637 | 6.39 642 |
|
| Wz-Net-MNSev |  | 18.98 616 | 6.53 597 | 33.16 638 | 10.15 580 | 7.26 607 | 38.37 668 | 16.45 637 | 34.19 601 | 43.20 631 | 30.65 624 | 40.76 623 | 40.51 650 | 19.24 588 | 27.56 623 | 28.06 645 | 0.81 564 | 0.26 514 | 0.05 333 | 0.10 390 | 1.45 553 | 0.84 504 |
|
| LALA_ROB |  | 19.19 617 | 7.15 606 | 15.93 555 | 12.96 625 | 5.30 536 | 28.30 626 | 23.21 673 | 42.51 663 | 36.69 596 | 33.45 641 | 40.81 624 | 50.96 683 | 24.53 614 | 27.92 625 | 25.66 625 | 0.60 528 | 0.44 561 | 2.04 618 | 1.22 617 | 2.54 585 | 1.47 555 |
|
| aanetorigin |  | 19.21 618 | 12.59 643 | 53.50 672 | 9.67 564 | 7.83 619 | 11.85 421 | 13.87 610 | 17.05 355 | 34.15 576 | 49.18 681 | 48.89 663 | 34.05 618 | 30.22 645 | 22.86 597 | 28.00 644 | 1.01 584 | 0.75 605 | 0.67 558 | 0.89 594 | 3.07 597 | 4.14 620 |
|
| SGM_RVC |   | 19.52 619 | 2.12 471 | 6.79 271 | 6.59 453 | 1.33 237 | 38.20 667 | 15.74 631 | 38.13 639 | 34.07 574 | 45.71 676 | 41.91 633 | 51.41 684 | 38.10 669 | 38.77 672 | 27.80 639 | 0.61 532 | 0.36 544 | 0.51 540 | 0.33 524 | 1.03 527 | 0.90 513 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 620 | 9.36 617 | 31.06 634 | 10.99 602 | 6.24 580 | 28.10 625 | 10.14 563 | 37.50 636 | 58.34 689 | 31.74 631 | 36.70 595 | 32.50 604 | 21.03 600 | 36.00 661 | 37.24 672 | 1.23 595 | 0.44 561 | 0.12 427 | 0.31 516 | 1.98 572 | 1.69 566 |
|
| NCC-stereo |  | 19.75 621 | 6.08 587 | 23.96 609 | 15.05 644 | 16.17 674 | 18.42 552 | 21.45 662 | 43.31 672 | 41.00 618 | 24.30 568 | 38.12 608 | 34.98 624 | 26.92 627 | 35.46 653 | 25.65 623 | 4.29 643 | 2.07 644 | 3.24 639 | 8.90 677 | 2.86 592 | 2.86 599 |
|
| Abc-Net |  | 19.75 621 | 6.08 587 | 23.96 609 | 15.05 644 | 16.17 674 | 18.42 552 | 21.45 662 | 43.31 672 | 41.00 618 | 24.30 568 | 38.12 608 | 34.98 624 | 26.92 627 | 35.46 653 | 25.65 623 | 4.29 643 | 2.07 644 | 3.24 639 | 8.90 677 | 2.86 592 | 2.86 599 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 623 | 12.06 642 | 33.43 639 | 13.79 632 | 16.23 676 | 22.97 586 | 15.88 632 | 35.41 615 | 41.96 624 | 19.90 505 | 32.16 555 | 35.60 627 | 18.14 579 | 29.48 634 | 23.10 607 | 3.85 639 | 3.89 673 | 6.16 652 | 4.75 657 | 13.56 671 | 13.44 680 |
|
| RGC |  | 19.90 624 | 13.26 646 | 20.24 599 | 18.19 656 | 14.06 669 | 21.21 573 | 14.33 614 | 34.97 609 | 43.60 635 | 27.73 605 | 41.49 630 | 39.76 645 | 27.98 634 | 34.52 648 | 21.37 588 | 3.66 638 | 0.54 586 | 8.67 666 | 4.16 654 | 4.19 618 | 4.02 617 |
|
| DeepPrunerF |  | 19.92 625 | 11.02 638 | 44.29 659 | 20.74 664 | 17.75 678 | 19.19 559 | 22.57 667 | 36.86 630 | 49.93 657 | 25.48 584 | 36.62 594 | 24.69 543 | 23.97 611 | 23.44 600 | 21.79 593 | 2.68 627 | 1.63 637 | 5.70 649 | 3.95 651 | 3.38 609 | 2.67 594 |
|
| WCMA_ROB |  | 20.02 626 | 4.30 558 | 19.72 594 | 9.47 559 | 7.00 600 | 32.71 649 | 13.99 611 | 31.97 569 | 32.48 564 | 41.51 666 | 52.00 672 | 44.09 662 | 36.14 664 | 32.43 641 | 24.29 616 | 6.19 656 | 2.79 658 | 1.09 593 | 1.10 610 | 3.95 615 | 3.13 607 |
|
| MSAF-DinoV2 |  | 20.61 627 | 7.35 607 | 24.41 611 | 11.43 613 | 4.88 501 | 30.12 634 | 16.70 640 | 39.67 649 | 54.27 670 | 22.75 552 | 32.01 551 | 48.05 677 | 30.44 647 | 37.52 666 | 40.45 680 | 0.72 545 | 0.50 577 | 0.44 531 | 1.23 618 | 4.64 622 | 4.54 626 |
|
| psmorigin |  | 20.95 628 | 10.24 628 | 35.84 641 | 9.75 566 | 7.05 601 | 24.59 598 | 10.11 560 | 32.85 585 | 32.17 560 | 43.09 669 | 54.57 682 | 42.79 659 | 36.62 665 | 35.99 660 | 27.41 635 | 1.58 602 | 2.72 656 | 0.79 568 | 1.05 607 | 3.26 607 | 6.50 643 |
|
| SANet |  | 20.96 629 | 6.60 598 | 29.81 628 | 8.83 539 | 3.19 402 | 31.27 642 | 20.56 659 | 41.86 661 | 56.09 681 | 39.30 661 | 43.62 643 | 44.95 664 | 31.93 653 | 27.83 624 | 23.67 609 | 0.94 576 | 0.52 584 | 0.99 587 | 0.42 550 | 4.72 624 | 2.03 578 |
|
| FBW_ROB |  | 21.00 630 | 10.23 627 | 22.72 607 | 13.71 630 | 6.77 592 | 30.49 640 | 16.46 638 | 44.58 675 | 43.57 634 | 44.25 674 | 39.59 617 | 43.27 661 | 26.12 624 | 33.96 646 | 21.80 594 | 2.58 626 | 1.84 640 | 7.14 664 | 2.78 641 | 4.00 616 | 4.06 618 |
|
| w-ln-seven |  | 21.04 631 | 9.30 615 | 55.15 683 | 11.32 611 | 9.98 643 | 30.27 636 | 18.05 650 | 37.06 632 | 55.12 677 | 36.70 653 | 43.26 642 | 33.73 614 | 22.90 604 | 22.63 595 | 29.52 648 | 0.39 486 | 0.18 452 | 0.85 578 | 0.16 426 | 2.75 589 | 1.47 555 |
|
| z-mn7 |  | 21.05 632 | 9.91 623 | 45.96 664 | 11.27 609 | 5.23 526 | 33.41 651 | 15.27 627 | 35.65 617 | 57.07 685 | 26.62 595 | 53.08 674 | 32.21 600 | 24.80 619 | 35.65 656 | 30.93 652 | 0.49 509 | 0.25 510 | 0.55 544 | 0.11 400 | 1.62 557 | 0.90 513 |
|
| SQANet |  | 21.24 633 | 24.08 677 | 19.60 592 | 26.40 679 | 18.74 680 | 30.87 641 | 9.24 540 | 32.70 582 | 29.58 529 | 25.25 580 | 33.37 572 | 33.47 612 | 19.19 587 | 28.11 629 | 18.32 571 | 10.87 675 | 2.92 660 | 26.49 691 | 5.65 662 | 18.43 685 | 11.48 675 |
|
| G-Net |  | 21.25 634 | 8.24 613 | 37.97 647 | 15.14 647 | 9.26 640 | 50.87 686 | 16.80 642 | 27.96 509 | 30.54 540 | 38.92 658 | 42.93 640 | 33.27 609 | 32.17 654 | 27.99 627 | 25.25 621 | 4.40 647 | 3.83 670 | 3.60 642 | 0.97 604 | 7.91 648 | 6.95 649 |
|
| SHD |  | 21.32 635 | 10.03 624 | 30.16 631 | 14.30 639 | 8.68 630 | 24.15 593 | 8.93 532 | 40.82 654 | 61.17 694 | 35.79 650 | 44.15 648 | 38.73 640 | 30.20 644 | 33.88 644 | 31.09 654 | 2.00 611 | 0.81 608 | 1.17 596 | 1.55 624 | 4.08 617 | 4.78 628 |
|
| MultiAttention |  | 21.34 636 | 1.48 292 | 14.65 540 | 12.08 620 | 4.10 455 | 63.05 704 | 95.71 733 | 42.52 664 | 41.89 623 | 15.33 399 | 30.20 519 | 28.14 567 | 7.73 365 | 44.07 683 | 13.67 532 | 0.84 568 | 0.27 518 | 1.06 589 | 1.58 626 | 4.47 621 | 3.88 615 |
|
| CSAN |  | 21.34 636 | 9.45 619 | 23.34 608 | 20.99 666 | 4.95 505 | 32.57 647 | 34.26 693 | 38.83 645 | 49.95 659 | 36.97 655 | 39.72 618 | 44.97 665 | 31.73 652 | 26.05 615 | 23.94 611 | 1.52 601 | 0.47 570 | 0.85 578 | 1.43 622 | 2.73 588 | 2.14 584 |
|
| UDG |  | 21.45 638 | 14.84 652 | 14.44 538 | 21.30 669 | 20.08 682 | 32.05 646 | 13.76 608 | 35.98 622 | 35.52 588 | 25.93 587 | 30.69 524 | 37.26 634 | 30.66 648 | 21.97 589 | 19.89 582 | 10.88 677 | 5.55 678 | 22.78 686 | 7.65 670 | 14.83 677 | 13.05 679 |
|
| ADCL |  | 21.64 639 | 6.20 591 | 47.32 666 | 9.93 573 | 6.91 599 | 38.69 671 | 19.97 657 | 31.26 559 | 54.04 668 | 27.89 606 | 47.97 660 | 31.35 593 | 30.66 648 | 33.18 643 | 36.62 667 | 0.99 581 | 0.92 618 | 2.63 631 | 1.82 630 | 2.45 582 | 2.13 581 |
|
| ADCPNet |  | 21.93 640 | 9.38 618 | 57.92 687 | 11.76 616 | 6.88 597 | 36.03 659 | 18.44 652 | 32.80 584 | 35.93 590 | 32.91 640 | 43.80 646 | 39.21 643 | 26.99 629 | 31.14 638 | 36.94 669 | 2.05 612 | 2.67 655 | 2.30 625 | 3.45 647 | 4.22 619 | 3.82 612 |
|
| zh-mn7 |  | 21.99 641 | 13.21 645 | 53.55 675 | 10.73 595 | 5.68 555 | 27.38 622 | 14.94 622 | 34.53 607 | 56.55 683 | 40.02 662 | 57.13 686 | 31.28 591 | 23.73 609 | 35.83 658 | 30.28 650 | 0.95 578 | 0.44 561 | 0.22 486 | 0.19 446 | 1.26 543 | 1.86 569 |
|
| CC-Net-ROB |  | 22.04 642 | 22.91 674 | 28.86 623 | 14.05 636 | 8.73 632 | 33.79 652 | 15.26 626 | 46.84 679 | 36.06 592 | 33.72 643 | 32.10 553 | 35.47 626 | 24.02 612 | 23.57 601 | 27.88 641 | 8.95 669 | 2.95 661 | 24.94 688 | 3.68 648 | 12.41 669 | 4.62 627 |
|
| MeshStereo |   | 22.27 643 | 6.87 602 | 11.15 477 | 7.69 509 | 4.87 500 | 37.70 665 | 13.06 602 | 41.64 660 | 36.95 598 | 50.92 684 | 53.41 677 | 58.12 689 | 41.93 681 | 37.73 668 | 27.62 638 | 2.52 625 | 2.37 650 | 2.99 635 | 2.07 635 | 3.09 598 | 2.60 592 |
| C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015 |
| DDUNet |  | 22.66 644 | 19.69 668 | 14.64 539 | 24.11 675 | 22.38 686 | 24.84 600 | 17.71 647 | 30.36 548 | 30.32 539 | 29.02 612 | 37.31 601 | 37.63 636 | 24.66 617 | 24.67 607 | 17.08 562 | 18.42 686 | 7.92 686 | 26.43 690 | 11.81 685 | 17.23 682 | 16.95 686 |
|
| Wz-Net-SNSev |  | 22.67 645 | 16.94 660 | 45.69 662 | 13.85 634 | 8.52 629 | 28.89 629 | 27.06 682 | 39.39 647 | 55.04 675 | 31.77 632 | 53.23 675 | 39.18 642 | 23.41 608 | 26.40 618 | 36.25 665 | 0.78 555 | 0.21 473 | 1.21 600 | 0.90 595 | 3.03 596 | 1.62 562 |
|
| ADCMid |  | 22.76 646 | 10.75 633 | 41.73 655 | 11.23 607 | 7.97 623 | 27.26 621 | 19.18 656 | 35.44 616 | 38.02 606 | 40.23 663 | 46.38 655 | 36.56 631 | 42.70 682 | 38.20 670 | 40.75 681 | 1.77 605 | 1.43 631 | 3.05 637 | 3.81 650 | 4.96 626 | 3.82 612 |
|
| MSMD_ROB |  | 22.90 647 | 9.64 622 | 14.76 543 | 17.46 654 | 9.88 642 | 34.94 654 | 18.83 653 | 33.67 594 | 37.47 599 | 40.97 665 | 59.80 690 | 45.93 669 | 38.34 671 | 31.74 640 | 23.24 608 | 6.22 657 | 3.58 667 | 8.78 667 | 11.03 683 | 6.76 640 | 5.06 632 |
|
| LE_ROB |  | 22.93 648 | 3.07 525 | 14.02 527 | 7.70 510 | 2.86 381 | 31.99 645 | 17.35 645 | 28.10 513 | 67.19 706 | 70.51 708 | 55.61 685 | 49.07 678 | 47.62 688 | 24.76 610 | 36.49 666 | 0.35 471 | 0.20 465 | 0.27 500 | 0.55 572 | 0.48 418 | 0.44 426 |
|
| zh-sn7 |  | 23.03 649 | 15.48 654 | 50.25 668 | 14.08 637 | 7.77 618 | 26.71 619 | 23.32 674 | 36.59 626 | 48.43 651 | 33.80 644 | 51.71 670 | 33.34 611 | 33.77 658 | 39.91 676 | 37.07 670 | 0.60 528 | 0.86 611 | 0.54 543 | 0.35 529 | 3.18 601 | 2.85 597 |
|
| DStereoO |  | 23.30 650 | 15.58 655 | 13.92 524 | 14.76 643 | 8.35 626 | 16.44 528 | 16.19 635 | 33.98 596 | 39.60 610 | 30.48 622 | 28.08 486 | 31.65 596 | 32.30 655 | 41.39 679 | 27.39 633 | 48.20 705 | 3.83 670 | 28.72 692 | 3.33 646 | 25.98 692 | 5.78 635 |
|
| AnyNet_C32 |  | 23.37 651 | 13.28 647 | 40.29 651 | 12.36 623 | 11.44 655 | 30.39 637 | 29.15 687 | 31.36 562 | 44.90 641 | 35.36 648 | 48.86 661 | 33.61 613 | 34.20 659 | 43.15 682 | 41.62 687 | 1.27 596 | 1.35 628 | 1.18 598 | 2.58 639 | 4.77 625 | 6.27 640 |
|
| SGM-ForestM |  | 23.72 652 | 2.44 492 | 9.13 404 | 7.43 498 | 2.25 338 | 44.80 679 | 19.11 655 | 44.90 676 | 49.97 660 | 50.74 683 | 51.18 668 | 62.06 697 | 45.83 686 | 44.96 684 | 33.88 659 | 1.00 582 | 0.84 610 | 0.78 566 | 0.62 577 | 1.29 545 | 1.11 534 |
|
| MFN_U_SF_DS_RVC |  | 23.92 653 | 13.60 648 | 30.09 630 | 25.46 677 | 10.02 645 | 38.51 669 | 20.40 658 | 35.77 619 | 43.76 636 | 42.15 667 | 47.10 659 | 39.99 647 | 28.20 637 | 35.96 659 | 27.06 631 | 3.64 637 | 3.85 672 | 6.66 657 | 16.30 691 | 4.97 627 | 4.98 631 |
|
| ccnet |  | 24.02 654 | 16.16 657 | 21.70 604 | 11.83 618 | 17.75 678 | 37.87 666 | 16.18 634 | 45.46 678 | 31.93 556 | 36.99 656 | 46.46 658 | 38.76 641 | 29.52 642 | 37.55 667 | 40.93 684 | 9.20 670 | 6.29 680 | 9.63 669 | 7.71 672 | 11.19 664 | 7.21 654 |
|
| PSMNet-RUCA |  | 24.03 655 | 26.83 680 | 40.96 653 | 35.46 687 | 34.27 693 | 16.24 525 | 9.79 550 | 39.82 650 | 31.45 548 | 31.49 628 | 41.54 631 | 36.82 632 | 26.02 623 | 27.92 625 | 15.09 547 | 11.51 681 | 2.06 643 | 20.58 683 | 8.10 675 | 15.83 679 | 8.74 663 |
|
| XQC |  | 24.10 656 | 16.76 659 | 50.68 669 | 21.37 670 | 11.01 651 | 35.24 656 | 18.84 654 | 37.28 635 | 55.11 676 | 31.64 630 | 30.06 518 | 37.71 637 | 30.31 646 | 37.17 664 | 39.66 677 | 4.20 642 | 0.41 550 | 2.76 634 | 1.89 632 | 11.46 668 | 8.42 662 |
|
| FC-DCNN |   | 24.37 657 | 10.99 637 | 19.02 587 | 18.44 657 | 9.16 638 | 36.98 662 | 23.07 671 | 40.44 652 | 43.05 630 | 46.25 678 | 53.58 679 | 50.44 680 | 37.86 668 | 35.45 652 | 27.57 637 | 6.87 662 | 3.37 663 | 6.01 650 | 4.88 658 | 7.86 647 | 6.05 637 |
|
| DPSNet |  | 24.40 658 | 6.97 605 | 33.14 637 | 11.16 606 | 6.54 585 | 53.33 689 | 43.32 701 | 51.28 691 | 59.37 692 | 30.89 625 | 39.36 615 | 40.35 649 | 34.30 660 | 32.57 642 | 25.09 620 | 4.65 649 | 1.62 636 | 0.37 526 | 0.66 582 | 8.51 653 | 4.44 624 |
|
| FC-DCNN v2 |   | 24.44 659 | 10.97 636 | 18.53 584 | 18.49 658 | 9.18 639 | 37.41 664 | 23.03 670 | 40.91 656 | 43.02 629 | 46.46 679 | 54.06 680 | 50.67 681 | 38.26 670 | 35.41 651 | 27.52 636 | 6.85 661 | 3.38 664 | 6.03 651 | 4.89 659 | 7.82 646 | 5.94 636 |
|
| PDISCO_ROB |  | 24.45 660 | 9.24 614 | 29.28 626 | 28.68 682 | 19.96 681 | 37.14 663 | 15.33 629 | 45.04 677 | 54.69 672 | 29.24 615 | 42.67 636 | 46.07 670 | 28.17 636 | 35.35 650 | 30.30 651 | 9.92 672 | 2.13 646 | 6.90 658 | 3.20 644 | 8.74 654 | 6.87 648 |
|
| Wz-Net-TNSev |  | 25.12 661 | 20.16 669 | 57.98 688 | 9.56 561 | 7.42 610 | 42.73 676 | 22.27 665 | 35.14 611 | 53.46 667 | 35.97 652 | 42.74 637 | 45.83 667 | 39.87 675 | 36.56 662 | 34.73 661 | 1.82 608 | 1.51 634 | 0.76 565 | 1.34 621 | 5.84 636 | 6.80 646 |
|
| EDNetEfficient |  | 25.16 662 | 22.23 673 | 77.22 713 | 9.09 546 | 7.38 608 | 19.38 560 | 16.78 641 | 21.41 431 | 55.74 680 | 61.52 699 | 53.51 678 | 36.22 629 | 40.65 679 | 24.22 604 | 38.27 674 | 0.62 535 | 0.74 603 | 0.86 581 | 2.60 640 | 7.70 644 | 7.09 651 |
|
| WZ-Net |  | 25.17 663 | 12.95 644 | 63.02 692 | 15.13 646 | 10.42 648 | 38.51 669 | 27.42 684 | 40.46 653 | 54.17 669 | 28.32 609 | 52.95 673 | 40.81 652 | 28.36 638 | 37.07 663 | 41.35 686 | 1.21 594 | 0.21 473 | 0.73 562 | 0.94 601 | 5.42 634 | 3.87 614 |
|
| AANet |  | 25.23 664 | 25.90 679 | 70.86 706 | 8.25 529 | 6.82 594 | 24.45 596 | 10.96 575 | 32.18 572 | 56.29 682 | 56.40 690 | 51.41 669 | 47.70 675 | 40.20 676 | 25.76 614 | 35.38 663 | 2.68 627 | 0.32 534 | 0.99 587 | 0.43 553 | 3.80 614 | 3.92 616 |
|
| GANetREF_RVC |   | 25.41 665 | 29.28 682 | 24.63 612 | 25.18 676 | 6.04 573 | 30.44 638 | 35.39 696 | 47.84 682 | 50.60 663 | 36.88 654 | 36.04 592 | 34.11 620 | 31.23 650 | 37.46 665 | 27.96 643 | 8.58 667 | 2.66 654 | 16.29 679 | 4.95 660 | 14.37 676 | 8.32 661 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| FCDSN-DC |  | 25.59 666 | 14.91 653 | 18.83 586 | 28.55 681 | 15.68 672 | 39.29 672 | 18.16 651 | 42.83 669 | 41.69 621 | 44.43 675 | 51.94 671 | 50.82 682 | 39.22 674 | 34.59 649 | 27.29 632 | 6.05 654 | 3.63 668 | 7.01 661 | 6.41 663 | 10.35 659 | 10.17 673 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 667 | 16.00 656 | 36.80 644 | 23.05 673 | 13.50 665 | 27.80 624 | 20.87 660 | 49.24 686 | 58.93 690 | 26.92 596 | 36.89 596 | 29.48 577 | 37.74 667 | 38.81 673 | 26.96 629 | 7.13 663 | 7.34 685 | 15.03 677 | 11.26 684 | 21.25 687 | 15.34 682 |
|
| ADCS |  | 26.20 668 | 13.71 649 | 46.90 665 | 14.51 641 | 10.34 647 | 30.46 639 | 22.72 669 | 42.81 668 | 57.61 688 | 42.58 668 | 49.37 665 | 41.91 657 | 40.43 677 | 41.90 681 | 44.58 692 | 2.37 619 | 2.19 648 | 2.37 628 | 3.29 645 | 7.32 642 | 6.52 644 |
|
| DStereoFS |  | 26.88 669 | 21.28 672 | 29.50 627 | 18.65 659 | 12.35 662 | 29.13 632 | 13.04 601 | 50.34 690 | 47.29 646 | 35.95 651 | 44.38 649 | 36.32 630 | 41.02 680 | 51.90 697 | 33.82 657 | 7.92 664 | 5.83 679 | 15.86 678 | 9.22 679 | 17.41 684 | 16.41 684 |
|
| DLNR_Zeroshot_test |   | 27.62 670 | 51.32 697 | 91.46 725 | 98.51 735 | 98.03 736 | 3.10 63 | 0.50 76 | 30.95 555 | 7.65 236 | 8.16 260 | 15.68 321 | 7.31 271 | 1.63 88 | 11.87 358 | 4.21 342 | 40.37 699 | 0.87 613 | 0.06 356 | 0.34 527 | 80.23 724 | 0.24 342 |
|
| DLNR-FE |  | 27.66 671 | 51.31 696 | 91.55 727 | 98.52 736 | 97.91 735 | 3.10 63 | 0.50 76 | 31.55 564 | 7.66 237 | 8.18 261 | 15.67 319 | 7.31 271 | 1.63 88 | 11.88 359 | 4.21 342 | 40.23 698 | 0.89 616 | 0.06 356 | 0.34 527 | 80.38 725 | 0.24 342 |
|
| MFN_U_SF_RVC |  | 28.16 672 | 14.14 651 | 53.23 671 | 21.11 667 | 7.91 621 | 39.97 673 | 13.13 603 | 51.65 693 | 46.34 645 | 47.41 680 | 53.38 676 | 55.32 687 | 40.53 678 | 38.47 671 | 39.74 678 | 5.67 653 | 4.46 674 | 6.98 660 | 8.73 676 | 7.47 643 | 7.44 656 |
|
| PASM |  | 28.19 673 | 17.35 661 | 48.18 667 | 22.49 672 | 22.20 685 | 25.92 611 | 25.84 680 | 34.35 603 | 49.45 655 | 35.37 649 | 39.48 616 | 46.72 673 | 33.36 657 | 34.28 647 | 36.77 668 | 11.73 682 | 14.94 693 | 17.43 682 | 22.18 693 | 13.45 670 | 12.32 678 |
|
| EDNetEfficientorigin |  | 28.98 674 | 35.45 689 | 99.82 739 | 9.43 554 | 5.65 553 | 24.97 603 | 14.79 619 | 26.06 487 | 54.82 673 | 60.87 695 | 57.59 687 | 45.42 666 | 50.27 691 | 26.11 616 | 43.62 689 | 0.30 458 | 0.37 545 | 1.61 611 | 2.35 637 | 10.17 658 | 9.99 672 |
|
| AnyNet_C01 |  | 29.76 675 | 25.78 678 | 75.37 711 | 17.03 652 | 11.34 653 | 49.00 684 | 27.12 683 | 37.99 638 | 40.05 615 | 40.73 664 | 65.13 701 | 46.98 674 | 38.86 673 | 46.63 685 | 48.19 697 | 2.14 613 | 2.13 646 | 2.13 620 | 2.56 638 | 8.14 650 | 7.98 660 |
|
| LSM |  | 29.98 676 | 19.52 667 | 55.11 682 | 19.06 660 | 53.75 706 | 32.57 647 | 23.17 672 | 42.61 665 | 48.57 652 | 45.97 677 | 55.04 684 | 42.93 660 | 36.02 663 | 35.63 655 | 27.03 630 | 2.33 617 | 9.19 687 | 4.87 646 | 7.71 672 | 10.65 662 | 27.91 696 |
|
| RTS |  | 30.15 677 | 23.12 675 | 96.33 729 | 16.71 650 | 11.63 656 | 58.66 698 | 24.28 676 | 36.80 628 | 62.63 698 | 43.79 672 | 46.10 653 | 32.56 605 | 43.90 683 | 51.29 693 | 40.92 682 | 2.38 620 | 0.66 597 | 1.06 589 | 0.74 587 | 5.11 628 | 4.34 622 |
|
| RTSA |  | 30.15 677 | 23.12 675 | 96.33 729 | 16.71 650 | 11.63 656 | 58.66 698 | 24.28 676 | 36.80 628 | 62.63 698 | 43.79 672 | 46.10 653 | 32.56 605 | 43.90 683 | 51.29 693 | 40.92 682 | 2.38 620 | 0.66 597 | 1.06 589 | 0.74 587 | 5.11 628 | 4.34 622 |
|
| DispFullNet |  | 30.27 679 | 31.74 684 | 58.63 689 | 30.13 684 | 28.18 690 | 31.79 644 | 8.94 533 | 37.16 633 | 54.68 671 | 32.60 638 | 37.99 605 | 44.62 663 | 28.80 640 | 41.55 680 | 27.93 642 | 11.94 683 | 3.46 665 | 35.53 696 | 12.34 686 | 30.08 695 | 17.26 687 |
|
| coex-ft |  | 30.77 680 | 38.58 692 | 93.29 728 | 9.44 557 | 5.62 551 | 34.95 655 | 25.30 679 | 30.83 553 | 59.36 691 | 73.23 712 | 58.53 688 | 45.92 668 | 47.29 687 | 29.44 633 | 45.30 693 | 1.37 598 | 1.65 638 | 0.95 585 | 0.96 603 | 8.35 652 | 4.96 630 |
|
| MANE |  | 31.97 681 | 10.75 633 | 17.71 577 | 20.94 665 | 13.77 667 | 47.80 682 | 26.85 681 | 53.00 696 | 55.20 678 | 59.29 691 | 64.30 698 | 64.93 701 | 56.31 701 | 51.83 696 | 38.69 676 | 9.61 671 | 4.72 675 | 6.91 659 | 19.93 692 | 9.20 655 | 7.64 658 |
|
| otaku |  | 33.18 682 | 35.99 690 | 52.93 670 | 40.01 690 | 21.41 683 | 55.08 690 | 17.25 644 | 43.30 671 | 61.58 695 | 39.25 660 | 49.16 664 | 46.61 672 | 28.49 639 | 39.77 675 | 28.76 646 | 18.56 687 | 7.00 684 | 31.82 694 | 9.61 680 | 21.53 689 | 15.48 683 |
|
| PVD |  | 33.19 683 | 18.59 663 | 37.64 646 | 26.09 678 | 16.99 677 | 33.25 650 | 42.25 700 | 51.42 692 | 66.03 704 | 52.65 687 | 64.31 699 | 51.93 685 | 55.13 697 | 51.61 695 | 40.40 679 | 4.00 641 | 3.51 666 | 9.53 668 | 4.26 655 | 10.62 661 | 23.56 691 |
|
| ELAS |   | 33.68 684 | 18.95 664 | 36.71 643 | 20.64 662 | 13.61 666 | 56.43 691 | 35.14 695 | 50.03 689 | 49.90 656 | 60.58 694 | 63.83 696 | 58.64 692 | 53.36 693 | 50.73 691 | 44.44 691 | 11.03 678 | 6.58 682 | 10.02 670 | 7.43 666 | 13.58 673 | 11.94 677 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 685 | 19.15 665 | 35.97 642 | 21.28 668 | 13.79 668 | 52.58 687 | 36.11 697 | 48.96 685 | 55.66 679 | 61.47 698 | 62.91 692 | 58.35 691 | 53.55 694 | 53.37 699 | 42.23 688 | 11.25 680 | 6.64 683 | 10.32 671 | 7.05 665 | 13.56 671 | 11.58 676 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 686 | 18.53 662 | 31.91 635 | 55.34 700 | 35.34 694 | 75.99 718 | 94.71 732 | 47.97 683 | 50.84 664 | 37.47 657 | 36.99 599 | 53.12 686 | 38.55 672 | 39.56 674 | 38.65 675 | 3.59 636 | 5.40 677 | 2.22 624 | 3.72 649 | 9.43 656 | 9.29 668 |
|
| Ntro |  | 34.97 687 | 37.63 691 | 54.53 678 | 43.26 694 | 22.45 687 | 57.73 696 | 21.97 664 | 47.14 681 | 64.21 701 | 39.12 659 | 48.86 661 | 47.93 676 | 36.94 666 | 40.66 677 | 29.83 649 | 17.16 685 | 6.51 681 | 32.70 695 | 10.17 681 | 24.06 690 | 16.48 685 |
|
| BEATNet-Init1 |  | 35.08 688 | 20.64 670 | 54.70 680 | 27.43 680 | 12.00 661 | 58.29 697 | 31.01 690 | 52.58 695 | 57.49 687 | 60.36 693 | 62.98 693 | 69.98 704 | 55.54 699 | 53.00 698 | 44.40 690 | 4.61 648 | 2.84 659 | 7.05 662 | 6.89 664 | 10.97 663 | 8.94 665 |
|
| ACVNet-4b |  | 36.40 689 | 52.20 698 | 56.11 684 | 42.45 693 | 21.78 684 | 48.56 683 | 14.37 615 | 49.50 687 | 60.15 693 | 43.17 670 | 46.38 655 | 55.62 688 | 24.56 615 | 38.15 669 | 21.97 595 | 25.13 692 | 3.66 669 | 46.93 699 | 33.56 700 | 25.97 691 | 17.74 688 |
|
| MSC_U_SF_DS_RVC |  | 37.16 690 | 34.69 687 | 53.68 676 | 37.47 689 | 12.55 664 | 56.80 694 | 22.63 668 | 52.02 694 | 63.29 700 | 66.20 704 | 63.82 695 | 58.12 689 | 53.73 696 | 51.21 692 | 46.48 694 | 8.79 668 | 5.31 676 | 14.69 676 | 15.22 690 | 17.27 683 | 9.21 667 |
|
| GCST |   | 37.32 691 | 40.98 693 | 25.25 615 | 92.15 730 | 35.59 695 | 25.00 604 | 1.02 126 | 25.45 476 | 19.73 419 | 26.01 590 | 15.21 315 | 19.51 490 | 4.75 246 | 16.71 522 | 4.32 346 | 80.90 724 | 35.46 702 | 87.50 730 | 74.71 720 | 73.21 720 | 42.99 706 |
|
| ACVNet_1 |  | 41.30 692 | 49.46 695 | 64.91 697 | 44.67 695 | 25.07 688 | 49.43 685 | 25.23 678 | 55.33 698 | 65.87 703 | 59.72 692 | 59.33 689 | 63.43 699 | 48.79 690 | 49.63 689 | 37.09 671 | 19.05 688 | 9.82 688 | 38.29 697 | 13.97 689 | 28.67 693 | 18.23 690 |
|
| light-stereo |  | 41.36 693 | 29.75 683 | 55.07 681 | 54.98 699 | 49.52 701 | 36.70 660 | 17.57 646 | 46.92 680 | 51.01 665 | 53.58 688 | 54.47 681 | 62.25 698 | 35.15 661 | 48.78 687 | 33.36 655 | 34.63 695 | 26.20 699 | 20.76 684 | 28.59 696 | 46.39 700 | 41.49 705 |
|
| Consistency-Raft |  | 41.82 694 | 35.10 688 | 44.56 661 | 32.85 685 | 41.39 699 | 46.76 681 | 34.76 694 | 57.01 700 | 54.94 674 | 32.10 634 | 65.22 702 | 30.82 587 | 48.46 689 | 40.81 678 | 48.77 698 | 27.39 693 | 34.28 701 | 42.92 698 | 51.66 710 | 39.28 697 | 27.28 693 |
|
| NVStereoNet_ROB |  | 41.93 695 | 32.40 685 | 44.55 660 | 36.60 688 | 27.78 689 | 34.52 653 | 32.38 691 | 48.84 684 | 57.18 686 | 69.34 707 | 75.62 713 | 66.07 703 | 64.86 705 | 47.34 686 | 60.78 709 | 15.72 684 | 23.99 696 | 23.40 687 | 32.06 699 | 21.34 688 | 23.86 692 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| MonStereo1 |  | 45.10 696 | 33.36 686 | 54.69 679 | 33.57 686 | 31.94 692 | 43.06 678 | 17.79 649 | 49.52 688 | 56.61 684 | 50.97 685 | 64.04 697 | 70.09 705 | 53.57 695 | 49.77 690 | 53.19 703 | 53.87 708 | 14.08 692 | 54.69 705 | 35.89 701 | 41.66 698 | 39.69 703 |
|
| RainbowNet |  | 51.25 697 | 62.74 707 | 64.52 696 | 60.13 701 | 39.00 698 | 58.72 700 | 30.83 689 | 57.31 701 | 79.18 718 | 50.24 682 | 65.35 703 | 60.13 694 | 44.25 685 | 49.47 688 | 41.16 685 | 46.52 704 | 46.06 709 | 52.72 703 | 31.78 698 | 52.33 705 | 32.47 697 |
|
| anonymity |  | 52.32 698 | 58.23 702 | 63.91 693 | 41.12 692 | 59.25 710 | 53.27 688 | 41.04 699 | 55.69 699 | 40.20 616 | 54.85 689 | 49.49 666 | 49.13 679 | 55.48 698 | 59.07 701 | 49.65 701 | 55.86 709 | 50.03 715 | 51.00 701 | 51.08 708 | 51.71 703 | 56.36 709 |
|
| MADNet+ |  | 53.31 699 | 68.61 710 | 98.75 736 | 67.03 705 | 37.58 696 | 79.83 724 | 81.74 726 | 60.38 703 | 61.61 696 | 51.43 686 | 54.92 683 | 61.11 696 | 59.29 703 | 69.66 710 | 76.71 726 | 23.88 690 | 24.03 697 | 17.08 681 | 12.35 687 | 32.47 696 | 27.69 695 |
|
| JetBlue |  | 54.08 700 | 45.10 694 | 74.15 709 | 51.17 697 | 47.68 700 | 75.66 717 | 60.97 711 | 63.63 704 | 62.09 697 | 63.32 702 | 64.88 700 | 78.86 713 | 68.17 706 | 68.15 708 | 75.09 725 | 36.86 696 | 24.88 698 | 29.01 693 | 29.12 697 | 28.71 694 | 34.13 699 |
|
| SGM+DAISY |  | 54.67 701 | 56.61 699 | 62.73 691 | 40.21 691 | 53.22 704 | 61.95 703 | 48.59 704 | 55.05 697 | 44.62 640 | 61.03 697 | 63.68 694 | 60.46 695 | 55.62 700 | 60.68 703 | 55.34 705 | 56.34 711 | 48.56 712 | 50.16 700 | 49.63 707 | 52.25 704 | 56.76 711 |
|
| SPS-STEREO |   | 55.62 702 | 59.14 703 | 64.16 694 | 45.05 696 | 53.84 707 | 59.88 701 | 44.00 702 | 59.53 702 | 49.94 658 | 62.33 700 | 61.09 691 | 59.80 693 | 56.82 702 | 60.06 702 | 57.85 706 | 58.41 712 | 48.34 711 | 51.07 702 | 49.21 706 | 55.41 707 | 56.48 710 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 703 | 59.75 704 | 69.90 704 | 21.43 671 | 14.80 670 | 97.01 732 | 29.83 688 | 86.97 730 | 94.48 734 | 85.76 727 | 93.21 730 | 81.88 718 | 74.46 716 | 96.71 737 | 79.25 729 | 30.92 694 | 13.32 690 | 16.91 680 | 7.73 674 | 15.59 678 | 51.73 707 |
|
| Selective-IGEV-i1pa |  | 56.65 704 | 73.08 715 | 56.50 686 | 29.63 683 | 14.87 671 | 94.58 729 | 46.49 703 | 80.65 727 | 87.08 726 | 88.18 730 | 87.03 727 | 74.01 709 | 68.51 707 | 94.68 735 | 74.38 722 | 45.10 703 | 26.62 700 | 26.16 689 | 13.27 688 | 19.40 686 | 32.71 698 |
|
| ACVNet_2 |  | 57.39 705 | 61.72 706 | 72.56 708 | 66.35 704 | 38.29 697 | 61.93 702 | 48.64 705 | 71.64 716 | 81.91 721 | 79.28 720 | 88.72 729 | 76.25 710 | 72.87 712 | 54.33 700 | 46.74 696 | 37.13 697 | 23.36 695 | 54.52 704 | 37.80 702 | 46.22 699 | 27.59 694 |
|
| IMH-64-1 |  | 59.25 706 | 58.09 700 | 67.69 701 | 66.06 702 | 50.51 702 | 56.45 692 | 49.45 706 | 68.83 709 | 67.75 707 | 67.58 705 | 80.37 717 | 70.15 706 | 74.28 714 | 72.16 715 | 48.94 699 | 42.00 700 | 42.87 706 | 65.57 707 | 47.02 703 | 51.52 701 | 37.76 701 |
|
| IMH-64 |  | 59.25 706 | 58.09 700 | 67.69 701 | 66.06 702 | 50.51 702 | 56.45 692 | 49.45 706 | 68.83 709 | 67.75 707 | 67.58 705 | 80.37 717 | 70.15 706 | 74.28 714 | 72.16 715 | 48.94 699 | 42.00 700 | 42.87 706 | 65.57 707 | 47.02 703 | 51.52 701 | 37.76 701 |
|
| IMH |  | 62.95 708 | 60.33 705 | 67.78 703 | 69.51 706 | 53.65 705 | 65.09 707 | 54.21 708 | 72.00 717 | 73.28 712 | 72.49 710 | 81.93 719 | 72.96 708 | 79.81 719 | 76.65 721 | 51.41 702 | 43.57 702 | 49.82 714 | 67.81 709 | 51.14 709 | 54.83 706 | 40.67 704 |
|
| TorneroNet-64 |  | 65.66 709 | 70.70 712 | 71.20 707 | 76.52 710 | 59.70 712 | 66.78 708 | 58.05 709 | 67.53 708 | 80.00 719 | 62.67 701 | 67.40 704 | 83.09 719 | 69.42 709 | 67.34 705 | 62.05 712 | 48.31 707 | 44.07 708 | 72.93 711 | 63.88 712 | 68.05 711 | 53.58 708 |
|
| PWCK |  | 65.90 710 | 88.63 729 | 79.40 716 | 80.32 718 | 29.96 691 | 63.85 706 | 39.45 698 | 72.07 718 | 71.26 710 | 78.74 719 | 68.99 706 | 77.82 712 | 61.77 704 | 82.81 727 | 62.64 713 | 80.17 723 | 39.88 705 | 81.90 721 | 47.37 705 | 73.54 721 | 37.51 700 |
|
| WAO-6 |  | 70.64 711 | 73.02 714 | 66.25 698 | 79.92 717 | 61.74 714 | 68.74 709 | 59.08 710 | 75.27 721 | 87.02 725 | 74.72 713 | 79.40 716 | 79.19 714 | 84.60 727 | 67.70 707 | 60.53 708 | 67.85 715 | 48.88 713 | 81.48 719 | 73.29 717 | 65.57 709 | 58.60 712 |
|
| TorneroNet |  | 71.21 712 | 73.44 716 | 75.82 712 | 80.82 719 | 65.65 716 | 70.53 711 | 64.39 714 | 71.42 715 | 75.97 714 | 71.47 709 | 73.68 711 | 84.17 722 | 74.00 713 | 69.85 711 | 69.09 716 | 59.37 713 | 48.19 710 | 79.67 715 | 73.51 718 | 74.93 722 | 68.26 721 |
|
| LVE |  | 71.50 713 | 72.46 713 | 83.91 720 | 75.21 709 | 55.29 709 | 74.81 712 | 62.76 713 | 77.22 722 | 83.77 723 | 82.09 722 | 87.11 728 | 83.38 720 | 82.41 724 | 75.93 719 | 64.49 714 | 48.28 706 | 57.24 721 | 74.61 713 | 62.53 711 | 65.49 708 | 61.01 713 |
|
| MFMNet_re |  | 72.05 714 | 79.64 722 | 64.23 695 | 52.73 698 | 84.71 725 | 77.93 720 | 68.35 715 | 63.96 705 | 66.93 705 | 61.00 696 | 71.29 709 | 63.84 700 | 68.91 708 | 72.42 717 | 61.11 710 | 82.03 727 | 74.22 728 | 80.34 718 | 74.44 719 | 83.62 728 | 89.34 729 |
|
| notaker |  | 72.18 715 | 79.78 723 | 78.84 715 | 78.75 714 | 68.52 718 | 63.26 705 | 61.68 712 | 69.22 712 | 75.95 713 | 77.58 717 | 78.85 715 | 79.69 716 | 84.79 728 | 77.39 722 | 58.43 707 | 69.68 718 | 60.79 722 | 77.46 714 | 68.48 714 | 69.62 713 | 64.92 718 |
|
| WAO-7 |  | 72.21 716 | 78.21 718 | 54.04 677 | 79.33 716 | 69.31 720 | 70.20 710 | 72.09 721 | 77.85 725 | 84.90 724 | 77.35 716 | 86.03 723 | 79.37 715 | 79.88 720 | 65.32 704 | 65.33 715 | 62.33 714 | 69.70 726 | 70.51 710 | 73.21 716 | 67.23 710 | 62.02 714 |
|
| ktn |  | 72.58 717 | 80.06 725 | 69.96 705 | 79.14 715 | 69.86 721 | 75.40 716 | 70.43 720 | 69.01 711 | 76.90 715 | 72.88 711 | 77.46 714 | 77.43 711 | 77.41 718 | 72.78 718 | 55.00 704 | 79.09 721 | 65.99 723 | 80.09 717 | 68.29 713 | 71.46 718 | 62.98 715 |
|
| UNDER WATER-64 |  | 73.11 718 | 74.48 717 | 87.70 721 | 74.03 708 | 55.20 708 | 78.24 721 | 75.71 723 | 65.33 706 | 67.91 709 | 75.60 715 | 69.32 707 | 84.41 723 | 76.93 717 | 68.43 709 | 72.45 719 | 81.18 725 | 56.77 720 | 82.46 722 | 80.34 723 | 68.22 712 | 67.48 720 |
|
| LRCNet_RVC |  | 73.59 719 | 69.80 711 | 74.41 710 | 77.63 712 | 60.56 713 | 40.33 674 | 15.08 625 | 71.04 714 | 48.36 650 | 88.07 729 | 94.62 732 | 90.11 730 | 81.83 722 | 80.58 726 | 61.26 711 | 97.12 738 | 72.30 727 | 96.65 737 | 97.58 738 | 77.13 723 | 77.30 725 |
|
| DPSimNet_ROB |  | 74.29 720 | 83.27 727 | 59.30 690 | 77.19 711 | 65.13 715 | 75.14 714 | 74.95 722 | 73.99 720 | 76.94 716 | 81.99 721 | 75.48 712 | 80.18 717 | 71.76 710 | 67.39 706 | 84.00 731 | 81.87 726 | 51.14 716 | 79.99 716 | 76.70 722 | 70.17 714 | 79.21 726 |
|
| UNDER WATER |  | 75.92 721 | 79.25 721 | 87.75 722 | 84.39 720 | 66.43 717 | 77.08 719 | 77.22 724 | 66.90 707 | 72.16 711 | 75.32 714 | 71.56 710 | 85.89 729 | 82.15 723 | 70.11 712 | 74.99 724 | 79.34 722 | 53.61 717 | 86.40 728 | 84.53 727 | 71.29 717 | 72.11 723 |
|
| TCMNet-wrong-test |  | 76.74 722 | 91.47 732 | 89.31 723 | 97.64 733 | 97.35 734 | 94.87 730 | 92.51 731 | 69.78 713 | 65.29 702 | 63.44 703 | 71.10 708 | 65.66 702 | 51.44 692 | 85.29 729 | 74.70 723 | 56.06 710 | 20.22 694 | 83.11 726 | 82.39 724 | 95.02 735 | 88.18 728 |
|
| WAO-8 |  | 76.87 723 | 78.41 719 | 66.45 699 | 86.81 724 | 72.47 722 | 79.27 722 | 68.59 717 | 77.75 723 | 89.01 728 | 83.09 724 | 86.98 724 | 85.87 727 | 84.97 729 | 72.12 713 | 69.11 717 | 74.93 719 | 55.23 718 | 87.79 731 | 83.50 725 | 70.47 715 | 64.56 716 |
|
| Venus |  | 76.87 723 | 78.41 719 | 66.45 699 | 86.81 724 | 72.47 722 | 79.27 722 | 68.59 717 | 77.75 723 | 89.01 728 | 83.09 724 | 86.98 724 | 85.87 727 | 84.97 729 | 72.12 713 | 69.11 717 | 74.93 719 | 55.23 718 | 87.79 731 | 83.50 725 | 70.48 716 | 64.56 716 |
|
| HanzoNet |  | 77.61 725 | 81.11 726 | 82.83 717 | 77.82 713 | 69.15 719 | 75.25 715 | 69.06 719 | 73.49 719 | 77.84 717 | 82.19 723 | 82.80 720 | 85.42 724 | 86.67 731 | 85.99 730 | 73.64 721 | 85.24 731 | 68.38 725 | 81.71 720 | 75.47 721 | 71.98 719 | 66.24 719 |
|
| JetRed |  | 79.55 726 | 79.88 724 | 91.52 726 | 71.05 707 | 75.80 724 | 91.66 726 | 80.11 725 | 79.14 726 | 80.44 720 | 84.35 726 | 84.23 722 | 83.38 720 | 72.48 711 | 79.43 723 | 85.44 732 | 69.33 717 | 81.58 729 | 73.66 712 | 72.56 715 | 82.35 726 | 72.60 724 |
|
| Dean |  | 80.72 727 | 85.82 728 | 83.27 718 | 84.91 723 | 59.53 711 | 75.11 713 | 68.39 716 | 81.59 728 | 88.05 727 | 92.41 731 | 86.98 724 | 92.41 732 | 93.02 733 | 83.11 728 | 73.31 720 | 68.01 716 | 66.13 724 | 94.82 736 | 84.66 728 | 83.28 727 | 69.50 722 |
|
| RSGM-EC |  | 88.03 728 | 67.44 708 | 53.54 673 | 84.82 721 | 87.13 726 | 94.34 727 | 92.20 729 | 94.86 735 | 98.29 735 | 95.56 735 | 98.06 736 | 85.65 725 | 83.07 725 | 79.52 724 | 79.00 727 | 95.80 734 | 97.66 735 | 91.52 733 | 95.19 735 | 95.05 736 | 91.80 734 |
|
| acva |  | 88.03 728 | 67.44 708 | 53.54 673 | 84.82 721 | 87.13 726 | 94.34 727 | 92.20 729 | 94.86 735 | 98.29 735 | 95.56 735 | 98.06 736 | 85.65 725 | 83.07 725 | 79.52 724 | 79.00 727 | 95.80 734 | 97.66 735 | 91.52 733 | 95.19 735 | 95.05 736 | 91.80 734 |
|
| KSHMR |  | 88.54 730 | 93.03 733 | 83.31 719 | 95.54 731 | 91.74 731 | 82.37 725 | 83.41 727 | 84.43 729 | 81.99 722 | 87.89 728 | 84.05 721 | 91.94 731 | 81.33 721 | 76.34 720 | 81.76 730 | 96.44 737 | 96.14 734 | 96.69 738 | 97.12 737 | 92.52 734 | 92.67 736 |
|
| tt |  | 89.96 731 | 1.02 135 | 100.00 742 | 99.40 738 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 78.36 718 | 67.94 705 | 99.99 745 | 100.00 742 | 100.00 745 | 100.00 745 | 95.81 736 | 99.93 741 | 87.43 729 | 86.39 729 | 95.11 738 | 87.89 727 |
|
| xxxxx1 |  | 91.92 732 | 95.33 735 | 98.45 733 | 87.29 726 | 89.24 728 | 98.50 734 | 98.17 737 | 92.95 731 | 93.21 731 | 93.55 732 | 95.36 733 | 96.99 734 | 96.28 734 | 94.65 732 | 94.94 733 | 83.26 728 | 84.17 730 | 82.90 723 | 88.32 731 | 85.49 730 | 89.37 730 |
|
| tt_ll |  | 91.92 732 | 95.33 735 | 98.45 733 | 87.29 726 | 89.24 728 | 98.50 734 | 98.17 737 | 92.95 731 | 93.21 731 | 93.55 732 | 95.36 733 | 96.99 734 | 96.28 734 | 94.65 732 | 94.94 733 | 83.26 728 | 84.17 730 | 82.90 723 | 88.32 731 | 85.49 730 | 89.37 730 |
|
| ff |  | 91.92 732 | 95.33 735 | 98.45 733 | 87.29 726 | 89.24 728 | 98.50 734 | 98.17 737 | 92.95 731 | 93.21 731 | 93.55 732 | 95.36 733 | 96.99 734 | 96.28 734 | 94.65 732 | 94.94 733 | 83.26 728 | 84.17 730 | 82.90 723 | 88.32 731 | 85.49 730 | 89.37 730 |
|
| USTest |  | 93.52 735 | 90.92 731 | 77.74 714 | 87.90 729 | 92.63 732 | 100.00 741 | 100.00 742 | 99.79 741 | 99.80 739 | 99.21 740 | 99.52 739 | 98.03 737 | 99.15 739 | 89.52 731 | 99.31 740 | 90.37 732 | 98.47 737 | 84.34 727 | 87.43 730 | 84.58 729 | 91.71 733 |
|
| MADNet++ |  | 94.16 736 | 94.02 734 | 90.25 724 | 96.28 732 | 96.84 733 | 97.17 733 | 90.16 728 | 94.71 734 | 91.69 730 | 97.07 737 | 93.71 731 | 94.62 733 | 92.63 732 | 96.15 736 | 95.18 736 | 95.42 733 | 95.89 733 | 92.80 735 | 92.23 734 | 92.10 733 | 94.30 738 |
|
| PML |  | 99.19 737 | 100.00 744 | 98.08 732 | 99.28 737 | 99.53 738 | 100.00 741 | 99.73 740 | 98.24 737 | 99.44 738 | 100.00 744 | 99.57 740 | 98.76 739 | 99.84 740 | 100.00 745 | 98.88 739 | 100.00 741 | 99.54 738 | 100.00 742 | 99.50 740 | 99.90 741 | 93.55 737 |
|
| MEDIAN_ROB |  | 99.19 737 | 99.84 739 | 99.62 738 | 98.49 734 | 98.51 737 | 98.58 737 | 97.81 736 | 98.80 739 | 98.56 737 | 99.36 741 | 99.49 738 | 99.56 740 | 99.06 738 | 98.35 738 | 98.31 738 | 99.99 740 | 99.63 739 | 100.00 742 | 100.00 743 | 99.81 740 | 99.95 742 |
|
| HaxPig |  | 99.40 739 | 99.99 741 | 97.38 731 | 100.00 742 | 100.00 743 | 96.91 731 | 97.35 734 | 99.59 740 | 99.99 741 | 100.00 744 | 100.00 742 | 99.99 745 | 99.99 741 | 99.04 739 | 97.77 737 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 99.99 743 |
|
| Anonymous_1 |  | 99.65 740 | 99.95 740 | 99.93 740 | 99.80 739 | 99.60 739 | 100.00 741 | 100.00 742 | 99.82 743 | 99.98 740 | 99.62 742 | 99.94 741 | 99.75 742 | 100.00 742 | 99.66 740 | 99.88 741 | 98.45 739 | 99.84 740 | 98.73 739 | 99.26 739 | 99.41 739 | 99.36 739 |
|
| test_example2 |  | 99.68 741 | 99.99 741 | 99.99 741 | 100.00 742 | 99.99 742 | 99.86 740 | 99.99 741 | 98.29 738 | 100.00 742 | 100.00 744 | 100.00 742 | 98.15 738 | 98.39 737 | 99.98 742 | 99.98 742 | 100.00 741 | 99.99 742 | 99.40 740 | 99.53 741 | 100.00 744 | 100.00 744 |
|
| AVERAGE_ROB |  | 99.80 742 | 99.99 741 | 99.40 737 | 100.00 742 | 100.00 743 | 98.99 738 | 97.72 735 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| DPSMNet_ROB |  | 99.95 743 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 99.15 739 | 100.00 742 | 99.96 743 | 100.00 742 | 99.99 743 | 99.99 743 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| DGTPSM_ROB |  | 99.95 743 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 99.14 738 | 100.00 742 | 99.96 743 | 100.00 742 | 99.99 743 | 99.99 743 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| iinet-test |  | 99.97 745 | 100.00 744 | 100.00 742 | 99.84 740 | 99.86 740 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 99.93 742 | 99.85 741 |
|
| IINet |  | 99.97 745 | 100.00 744 | 100.00 742 | 99.84 740 | 99.87 741 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 99.93 742 | 99.84 740 |
|
| fast-reg |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| Hybrid-DGEV |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| RAFT-FEzeroshot |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| RAFT-FE |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| FlowAnything |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| Selective-RAFT-Error |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| CasAABBNet |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| LSM0 |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| DPSM_ROB |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| DPSM |  | 100.00 747 | 100.00 744 | 100.00 742 | 100.00 742 | 100.00 743 | 100.00 741 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 744 | 100.00 742 | 100.00 747 | 100.00 742 | 100.00 745 | 100.00 745 | 100.00 741 | 100.00 743 | 100.00 742 | 100.00 743 | 100.00 744 | 100.00 744 |
|
| GS-Stereo |  | | | | | | | 1.50 172 | 8.60 162 | 4.56 143 | 2.71 127 | 2.61 70 | 1.86 102 | 2.25 117 | 3.50 43 | 1.15 115 | 0.00 1 | 0.07 275 | 0.00 1 | 0.39 542 | 0.22 255 | 0.15 255 |
|
| FSD |  | | | | | 5.31 537 | 8.20 356 | 12.18 596 | 12.39 244 | 7.98 242 | 7.94 256 | 7.35 205 | 9.35 308 | 7.17 353 | 10.94 301 | 8.86 475 | 5.58 652 | 2.77 657 | 5.46 648 | 4.09 653 | 5.17 631 | |
|
| ccccc |  | | 98.19 738 | | 100.00 742 | 100.00 743 | 99.32 739 | | 99.79 741 | | 99.63 743 | | 99.69 741 | | 99.95 741 | | 100.00 741 | 100.00 743 | 99.97 741 | 99.90 742 | 100.00 744 | |
|
| ASD4 |  | | 90.49 730 | | | | | | | | | | | | | | | | | | | |
|