| S2M2_XL |  | 0.93 1 | 0.78 53 | 3.42 46 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 23 | 2.70 64 | 1.74 82 | 1.21 63 | 1.17 1 | 1.00 89 | 0.00 1 | 0.01 43 | 0.01 242 | 0.00 1 | 0.02 10 | 0.02 17 |
| 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 23 | 0.25 8 | 1.14 5 | 0.09 17 | 4.93 25 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 117 | 1.03 57 | 1.87 3 | 0.49 10 | 0.01 141 | 0.05 197 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 9 | 0.09 17 | 4.21 7 | 0.95 5 | 1.20 26 | 0.42 15 | 2.79 135 | 0.29 11 | 1.78 2 | 0.54 12 | 0.02 222 | 0.08 299 | 0.03 289 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 29 | 2.65 77 | 0.36 42 | 0.56 2 | 0.27 50 | 1.94 2 | 1.86 37 | 1.00 13 | 2.57 58 | 1.18 57 | 0.15 1 | 1.90 4 | 1.49 131 | 0.14 370 | 0.01 43 | 0.00 1 | 0.02 237 | 0.03 46 | 0.03 51 |
|
| PSi22b |  | 1.02 5 | 0.57 7 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 28 | 5.00 26 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 144 | 0.60 31 | 2.65 20 | 0.46 6 | 0.03 261 | 0.11 359 | 0.00 1 | 0.00 1 | 0.03 46 | 0.03 51 |
|
| DepthFocus |  | 1.04 6 | 0.68 33 | 3.33 41 | 1.97 11 | 0.42 59 | 1.27 8 | 0.87 103 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 46 | 1.75 84 | 0.90 50 | 3.46 41 | 0.44 3 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 82 |
|
| PipStereo |  | 1.06 7 | 0.57 7 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 22 | 5.28 32 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 145 | 0.88 48 | 2.66 21 | 0.46 6 | 0.02 222 | 0.10 338 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| mm1 |  | 1.12 8 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 9 | 0.01 1 | 4.21 7 | 2.56 55 | 1.17 23 | 0.47 18 | 2.11 108 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LACA1 |  | 1.12 8 | 0.73 38 | 2.61 6 | 1.25 2 | 0.59 96 | 2.50 35 | 0.45 63 | 4.45 10 | 0.93 4 | 1.64 57 | 0.22 9 | 0.47 27 | 1.78 93 | 4.39 71 | 0.36 2 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| mm2 |  | 1.15 10 | 0.62 16 | 2.88 12 | 1.99 14 | 0.33 36 | 1.31 9 | 0.01 1 | 4.81 18 | 2.56 55 | 1.17 23 | 0.47 18 | 2.11 108 | 0.28 8 | 3.83 55 | 0.54 12 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LACA2 |  | 1.22 11 | 1.14 167 | 4.34 107 | 1.32 3 | 0.20 5 | 3.03 55 | 0.14 30 | 5.79 48 | 1.12 7 | 1.06 17 | 0.67 25 | 0.56 32 | 0.80 44 | 3.67 51 | 0.44 3 | 0.00 1 | 0.03 139 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| derf |  | 1.23 12 | 0.58 9 | 3.00 21 | 2.94 108 | 0.35 39 | 1.60 14 | 0.09 17 | 4.56 12 | 3.52 109 | 1.15 22 | 0.33 11 | 1.14 56 | 0.25 5 | 4.24 66 | 0.48 8 | 0.01 141 | 0.07 263 | 0.00 1 | 0.25 470 | 0.02 10 | 0.02 17 |
|
| LGCAT |  | 1.26 13 | 0.62 16 | 2.91 17 | 2.64 76 | 0.31 25 | 1.47 12 | 0.01 1 | 2.88 5 | 1.65 28 | 1.31 32 | 0.45 16 | 1.79 90 | 1.38 73 | 5.91 103 | 0.85 57 | 0.10 351 | 0.42 536 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 409 |
|
| FoundationStereo |  | 1.26 13 | 0.73 38 | 2.84 11 | 2.65 77 | 0.58 93 | 2.31 29 | 0.61 77 | 3.40 6 | 1.57 21 | 1.89 74 | 0.09 4 | 2.61 126 | 2.90 138 | 2.37 16 | 0.60 20 | 0.04 282 | 0.04 160 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MonSter++ |  | 1.28 15 | 0.63 21 | 2.88 12 | 2.00 16 | 0.32 27 | 2.14 25 | 0.01 1 | 4.86 23 | 2.56 55 | 1.63 55 | 0.45 16 | 2.17 111 | 1.25 65 | 3.81 54 | 0.84 55 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| GeoVLM |  | 1.29 16 | 0.62 16 | 2.88 12 | 2.04 17 | 0.32 27 | 2.13 23 | 0.01 1 | 4.81 18 | 2.57 60 | 1.67 58 | 0.50 21 | 2.09 107 | 1.29 67 | 3.91 58 | 0.85 57 | 0.01 141 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| LiteMatch* |   | 1.32 17 | 0.85 83 | 4.93 135 | 2.28 41 | 0.28 19 | 2.07 22 | 0.03 9 | 4.90 24 | 2.57 60 | 1.39 42 | 0.67 25 | 1.58 75 | 0.52 25 | 3.52 45 | 0.69 33 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 67 | 0.06 126 |
|
| HiDET |  | 1.32 17 | 0.56 6 | 3.12 32 | 2.54 69 | 0.43 66 | 1.92 19 | 0.02 8 | 5.70 40 | 2.72 70 | 1.35 34 | 0.52 22 | 1.27 61 | 0.97 53 | 4.05 59 | 1.19 113 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 17 |
|
| qqai |  | 1.38 19 | 0.60 14 | 3.39 45 | 2.92 105 | 0.35 39 | 1.60 14 | 0.11 25 | 5.17 27 | 3.33 103 | 1.10 18 | 0.34 12 | 3.06 140 | 0.27 6 | 4.38 70 | 0.57 16 | 0.02 222 | 0.06 234 | 0.00 1 | 0.28 486 | 0.02 10 | 0.03 51 |
|
| LACA3 |  | 1.38 19 | 0.90 105 | 2.71 8 | 1.21 1 | 0.85 154 | 2.34 31 | 1.64 194 | 4.58 13 | 1.22 8 | 1.13 20 | 0.63 24 | 0.64 39 | 0.61 33 | 8.78 194 | 0.31 1 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.03 46 | 0.00 1 |
|
| PointNet |  | 1.43 21 | 0.63 21 | 3.11 30 | 2.08 20 | 0.29 23 | 2.64 39 | 0.19 42 | 5.26 28 | 3.30 102 | 1.94 75 | 0.68 27 | 2.46 121 | 0.28 8 | 4.68 80 | 0.83 49 | 0.01 141 | 0.09 318 | 0.00 1 | 0.02 237 | 0.02 10 | 0.03 51 |
|
| BridgeDepth_RVC |   | 1.46 22 | 0.72 36 | 2.76 9 | 1.47 5 | 0.75 140 | 4.05 102 | 0.01 1 | 5.97 53 | 1.58 25 | 1.29 31 | 1.19 37 | 1.02 51 | 2.98 140 | 3.52 45 | 0.87 63 | 0.79 547 | 0.08 299 | 0.12 415 | 0.05 314 | 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 23 | 0.65 30 | 3.04 25 | 2.52 65 | 0.79 145 | 3.11 59 | 0.16 36 | 6.26 66 | 1.80 35 | 0.84 6 | 0.10 8 | 1.51 70 | 0.65 37 | 7.44 145 | 0.53 11 | 0.02 222 | 0.09 318 | 0.00 1 | 0.03 262 | 0.03 46 | 0.02 17 |
|
| LGtest1 |  | 1.48 23 | 0.75 43 | 4.03 85 | 2.33 48 | 0.65 111 | 3.02 54 | 0.11 25 | 6.12 61 | 1.51 17 | 1.41 43 | 1.48 42 | 0.65 40 | 0.93 52 | 5.60 93 | 0.81 45 | 0.03 261 | 0.12 372 | 0.00 1 | 0.00 1 | 0.10 162 | 0.04 82 |
|
| MCSU-Stereo |  | 1.49 25 | 0.54 3 | 3.20 35 | 2.50 64 | 0.27 16 | 5.06 195 | 0.88 104 | 4.77 17 | 2.16 44 | 0.79 5 | 1.51 44 | 2.62 128 | 1.13 60 | 3.37 38 | 0.97 78 | 0.00 1 | 0.01 43 | 0.00 1 | 0.03 262 | 0.02 10 | 0.03 51 |
|
| MSE-Stereo |  | 1.49 25 | 0.75 43 | 3.35 42 | 2.32 45 | 1.32 216 | 3.23 65 | 0.68 81 | 5.27 29 | 2.97 86 | 1.47 46 | 0.87 29 | 1.67 77 | 0.35 12 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 412 | 0.00 1 | 0.00 1 | 0.06 88 | 0.04 82 |
|
| CSFM-Stereo |  | 1.49 25 | 0.59 11 | 3.11 30 | 2.47 60 | 0.31 25 | 3.07 56 | 0.15 34 | 6.28 72 | 2.36 51 | 2.48 105 | 1.08 33 | 1.50 69 | 1.10 59 | 4.29 69 | 0.89 64 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MLG-Stereo_test1 |  | 1.51 28 | 0.65 30 | 3.00 21 | 2.47 60 | 2.46 336 | 2.84 48 | 0.16 36 | 5.64 38 | 1.77 33 | 0.98 12 | 0.09 4 | 1.53 71 | 0.52 25 | 7.44 145 | 0.56 15 | 0.02 222 | 0.09 318 | 0.00 1 | 0.03 262 | 0.03 46 | 0.02 17 |
|
| MGA |  | 1.52 29 | 0.75 43 | 3.13 33 | 2.32 45 | 1.59 250 | 3.94 95 | 0.86 101 | 4.84 20 | 2.96 85 | 1.47 46 | 1.42 41 | 1.41 65 | 0.19 4 | 4.46 75 | 0.75 39 | 0.03 261 | 0.15 412 | 0.00 1 | 0.00 1 | 0.06 88 | 0.04 82 |
|
| 252Zero-FE |  | 1.52 29 | 0.84 76 | 3.49 52 | 2.85 97 | 0.54 86 | 1.97 21 | 0.08 14 | 6.14 62 | 4.11 120 | 1.76 67 | 3.45 82 | 0.16 1 | 0.27 6 | 3.61 49 | 0.82 47 | 0.01 141 | 0.10 338 | 0.08 366 | 0.04 286 | 0.04 67 | 0.03 51 |
|
| MLG-Stereo_test2 |  | 1.52 29 | 0.64 24 | 2.81 10 | 2.52 65 | 1.79 276 | 2.76 45 | 0.16 36 | 4.70 15 | 1.80 35 | 1.75 65 | 0.08 2 | 3.21 143 | 0.17 3 | 7.28 138 | 0.64 23 | 0.02 222 | 0.11 359 | 0.00 1 | 0.00 1 | 0.04 67 | 0.03 51 |
|
| CAR |  | 1.55 32 | 0.76 48 | 3.35 42 | 2.32 45 | 1.32 216 | 3.23 65 | 0.68 81 | 5.27 29 | 2.97 86 | 2.35 100 | 0.87 29 | 1.67 77 | 0.35 12 | 4.80 82 | 0.84 55 | 0.03 261 | 0.16 423 | 0.00 1 | 0.00 1 | 0.06 88 | 0.04 82 |
|
| MLG-Stereo_test3 |  | 1.57 33 | 0.69 35 | 3.82 70 | 2.19 29 | 1.34 224 | 3.92 94 | 0.25 48 | 5.89 51 | 1.27 11 | 0.91 10 | 1.07 32 | 1.99 102 | 0.64 36 | 6.09 107 | 1.10 99 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.05 81 | 0.04 82 |
|
| dual_stereo |  | 1.57 33 | 0.64 24 | 2.56 4 | 2.33 48 | 0.47 70 | 2.62 37 | 0.08 14 | 4.85 21 | 1.95 40 | 1.01 15 | 0.69 28 | 1.90 98 | 0.61 33 | 10.34 253 | 0.96 76 | 0.01 141 | 0.20 449 | 0.00 1 | 0.18 420 | 0.01 1 | 0.03 51 |
|
| Pro-Stereo |  | 1.58 35 | 0.49 1 | 3.02 24 | 2.86 98 | 0.49 76 | 5.49 219 | 0.77 93 | 2.05 4 | 1.90 39 | 1.48 48 | 1.19 37 | 1.46 66 | 0.15 1 | 8.09 168 | 1.54 135 | 0.16 381 | 0.03 139 | 0.00 1 | 0.30 497 | 0.04 67 | 0.02 17 |
|
| BridgeDepth |   | 1.59 36 | 0.74 40 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 306 | 0.05 11 | 5.75 42 | 2.52 53 | 1.38 41 | 0.38 13 | 1.98 100 | 2.79 136 | 4.44 74 | 0.44 3 | 0.00 1 | 0.02 100 | 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 36 | 0.87 89 | 4.31 104 | 2.54 69 | 0.69 118 | 2.76 45 | 0.44 61 | 6.85 91 | 1.57 21 | 1.59 52 | 0.39 14 | 0.39 24 | 0.52 25 | 7.85 159 | 0.82 47 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| LG-Stereo_L1 |  | 1.59 36 | 0.89 96 | 4.07 91 | 2.55 71 | 0.95 168 | 2.93 50 | 0.50 67 | 6.75 86 | 1.54 18 | 1.32 33 | 0.24 10 | 0.50 29 | 0.59 30 | 7.91 160 | 0.85 57 | 0.04 282 | 0.12 372 | 0.01 242 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| Test_v1 |  | 1.60 39 | 0.76 48 | 3.26 37 | 2.18 27 | 1.25 206 | 2.17 26 | 0.16 36 | 7.01 94 | 3.12 92 | 1.44 44 | 2.91 67 | 1.49 68 | 1.02 56 | 4.48 77 | 0.68 29 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| Wavelet-MonSter |  | 1.61 40 | 0.84 76 | 4.03 85 | 2.47 60 | 2.55 342 | 2.93 50 | 0.03 9 | 4.71 16 | 1.40 14 | 1.96 76 | 4.34 106 | 0.34 21 | 0.83 47 | 4.87 85 | 0.90 65 | 0.00 1 | 0.03 139 | 0.02 269 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| MatchStereo |   | 1.70 41 | 0.88 91 | 3.85 71 | 2.11 22 | 0.14 1 | 2.35 32 | 0.33 54 | 5.87 50 | 4.80 138 | 0.90 9 | 4.35 108 | 0.81 47 | 1.32 68 | 4.93 86 | 1.30 118 | 0.01 141 | 0.05 197 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| 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 41 | 0.59 11 | 2.97 20 | 1.86 7 | 0.58 93 | 1.95 20 | 0.09 17 | 6.27 68 | 7.21 212 | 1.23 28 | 1.48 42 | 1.25 60 | 1.34 69 | 6.03 105 | 1.05 97 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| MonSter |  | 1.74 43 | 0.74 40 | 3.64 57 | 2.27 36 | 1.62 254 | 6.01 274 | 0.13 28 | 6.02 54 | 2.88 81 | 1.35 34 | 2.11 49 | 0.30 14 | 0.36 14 | 6.50 114 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 237 | 0.02 10 | 0.02 17 |
|
| monster-pro |  | 1.75 44 | 0.74 40 | 3.64 57 | 2.27 36 | 1.62 254 | 5.99 269 | 0.14 30 | 6.02 54 | 2.87 79 | 1.35 34 | 2.11 49 | 0.30 14 | 0.36 14 | 6.78 127 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 237 | 0.02 10 | 0.02 17 |
|
| Monster-pub-eth3d |  | 1.75 44 | 0.75 43 | 3.64 57 | 2.27 36 | 1.62 254 | 6.02 277 | 0.14 30 | 6.02 54 | 2.87 79 | 1.35 34 | 2.11 49 | 0.30 14 | 0.36 14 | 6.59 117 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 237 | 0.02 10 | 0.02 17 |
|
| MonStereo |  | 1.76 46 | 0.75 43 | 3.64 57 | 2.27 36 | 1.61 253 | 6.04 278 | 0.14 30 | 6.02 54 | 2.88 81 | 1.35 34 | 2.11 49 | 0.30 14 | 0.36 14 | 6.84 128 | 0.83 49 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 196 | 0.02 10 | 0.02 17 |
|
| 4.5_new |  | 1.82 47 | 0.79 58 | 3.44 48 | 2.35 50 | 1.84 279 | 5.69 246 | 1.28 135 | 5.59 36 | 2.60 62 | 3.74 152 | 3.37 77 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 79 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 112 | 0.16 255 |
|
| 4.5w-stereo |  | 1.83 48 | 0.79 58 | 3.45 50 | 2.35 50 | 1.84 279 | 5.69 246 | 1.29 138 | 5.59 36 | 2.60 62 | 3.75 153 | 3.37 77 | 0.43 25 | 0.97 53 | 3.16 36 | 0.98 79 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 112 | 0.16 255 |
|
| Monster-pub-mixall |  | 1.84 49 | 0.85 83 | 3.45 50 | 2.27 36 | 0.94 167 | 2.43 33 | 0.54 72 | 6.32 73 | 2.65 67 | 3.04 132 | 3.56 83 | 0.38 23 | 0.49 22 | 8.93 204 | 0.74 37 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.04 67 | 0.04 82 |
|
| IGEV |   | 1.86 50 | 0.58 9 | 3.90 76 | 2.40 54 | 3.49 402 | 4.20 109 | 0.97 112 | 7.16 99 | 3.22 94 | 2.00 83 | 4.16 100 | 0.26 11 | 0.62 35 | 3.40 40 | 0.65 26 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| SGD-Stereo |  | 1.88 51 | 0.76 48 | 3.80 68 | 2.37 52 | 0.33 36 | 3.48 77 | 0.93 109 | 6.52 78 | 2.22 46 | 3.84 157 | 1.08 33 | 1.78 86 | 1.34 69 | 8.32 172 | 0.70 34 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 88 | 0.03 51 |
|
| GEAStereo |  | 1.94 52 | 0.95 112 | 3.61 54 | 3.84 203 | 0.64 107 | 4.39 121 | 1.50 163 | 8.01 127 | 2.33 49 | 2.24 93 | 2.61 60 | 1.19 58 | 2.25 111 | 3.50 42 | 1.15 108 | 0.01 141 | 0.06 234 | 0.05 322 | 0.00 1 | 0.22 242 | 0.14 226 |
|
| 4.25_new |  | 1.94 52 | 0.81 62 | 3.74 63 | 2.82 90 | 2.69 352 | 4.37 117 | 2.37 298 | 5.76 43 | 2.78 73 | 1.99 80 | 3.60 84 | 0.23 4 | 2.40 122 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.5w_new |  | 1.94 52 | 0.81 62 | 3.74 63 | 2.82 90 | 2.69 352 | 4.37 117 | 2.37 298 | 5.76 43 | 2.78 73 | 1.99 80 | 3.60 84 | 0.23 4 | 2.40 122 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| 4.25w-stereo |  | 1.94 52 | 0.81 62 | 3.74 63 | 2.82 90 | 2.69 352 | 4.37 117 | 2.37 298 | 5.76 43 | 2.78 73 | 1.99 80 | 3.60 84 | 0.23 4 | 2.40 122 | 4.13 60 | 0.99 81 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| asda |  | 1.95 56 | 0.81 62 | 4.14 99 | 2.66 80 | 1.93 295 | 3.30 71 | 0.86 101 | 5.92 52 | 3.10 91 | 2.41 102 | 3.10 69 | 0.63 37 | 2.99 141 | 5.57 92 | 1.48 130 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 112 | 0.07 141 |
|
| 4w-stereo |  | 2.03 57 | 0.98 120 | 4.12 97 | 2.31 44 | 1.96 296 | 3.70 88 | 0.61 77 | 6.37 75 | 2.37 52 | 2.10 88 | 4.19 101 | 0.33 19 | 3.33 154 | 7.03 131 | 1.12 102 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.08 156 |
|
| LiteMatch |  | 2.05 58 | 1.75 379 | 2.89 16 | 3.57 179 | 0.63 105 | 2.13 23 | 1.54 175 | 4.85 21 | 2.56 55 | 1.63 55 | 0.47 18 | 2.13 110 | 4.42 199 | 3.83 55 | 7.98 432 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 302 | 0.31 367 |
|
| asd |  | 2.06 59 | 0.78 53 | 3.85 71 | 2.45 57 | 2.18 313 | 3.99 99 | 0.35 55 | 6.94 92 | 2.60 62 | 2.99 129 | 2.79 65 | 0.52 30 | 2.27 116 | 8.33 173 | 0.93 71 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 112 | 0.11 191 |
|
| S2M2_L |  | 2.06 59 | 1.28 208 | 4.05 90 | 3.20 136 | 1.14 195 | 2.31 29 | 0.06 12 | 6.26 66 | 6.67 194 | 1.75 65 | 4.48 115 | 4.47 176 | 0.81 45 | 2.36 15 | 1.52 134 | 0.25 431 | 0.10 338 | 0.03 289 | 0.00 1 | 0.49 413 | 0.03 51 |
| 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 61 | 1.04 136 | 5.75 200 | 2.56 73 | 0.65 111 | 2.75 43 | 1.75 226 | 8.35 145 | 1.65 28 | 2.30 98 | 3.44 81 | 1.73 81 | 3.12 144 | 5.03 88 | 1.14 107 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 476 | 0.09 139 | 0.11 191 |
|
| 2.5w |  | 2.10 62 | 0.78 53 | 4.30 103 | 2.96 113 | 1.85 282 | 3.22 64 | 2.25 289 | 6.05 59 | 2.69 68 | 1.80 70 | 5.44 158 | 0.23 4 | 2.01 101 | 7.36 142 | 1.01 92 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| 2.75w_new |  | 2.10 62 | 0.82 66 | 3.93 79 | 2.18 27 | 1.44 232 | 3.52 81 | 2.30 293 | 5.52 34 | 2.91 84 | 4.14 171 | 3.93 96 | 0.27 12 | 2.38 119 | 6.17 109 | 2.32 211 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 64 | 0.85 83 | 4.64 117 | 2.77 88 | 1.97 298 | 3.66 87 | 1.64 194 | 8.33 144 | 3.33 103 | 1.46 45 | 3.30 74 | 0.63 37 | 4.15 188 | 2.05 9 | 0.67 28 | 0.02 222 | 0.17 428 | 0.00 1 | 0.43 538 | 0.26 280 | 2.07 561 |
|
| LG-G_1 |  | 2.14 65 | 0.64 24 | 4.04 87 | 3.18 134 | 0.37 44 | 11.00 392 | 0.60 75 | 6.27 68 | 1.55 19 | 1.28 29 | 1.15 35 | 1.34 63 | 2.14 106 | 8.08 166 | 0.99 81 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 88 | 0.03 51 |
|
| LG-G |  | 2.14 65 | 0.64 24 | 4.04 87 | 3.18 134 | 0.37 44 | 11.00 392 | 0.60 75 | 6.27 68 | 1.55 19 | 1.28 29 | 1.15 35 | 1.34 63 | 2.14 106 | 8.08 166 | 0.99 81 | 0.04 282 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 88 | 0.03 51 |
|
| aanet-new-28k |  | 2.16 67 | 1.14 167 | 7.58 285 | 2.96 113 | 0.49 76 | 4.51 130 | 1.81 244 | 6.35 74 | 2.32 48 | 1.74 64 | 4.46 113 | 1.54 72 | 4.71 231 | 2.29 12 | 0.81 45 | 0.00 1 | 0.04 160 | 0.00 1 | 0.29 490 | 0.07 112 | 0.08 156 |
|
| GSStereo |  | 2.16 67 | 0.95 112 | 3.61 54 | 4.08 215 | 0.64 107 | 4.39 121 | 1.50 163 | 8.60 152 | 4.56 132 | 2.71 116 | 2.61 60 | 1.86 95 | 2.25 111 | 3.50 42 | 1.15 108 | 0.00 1 | 0.07 263 | 0.00 1 | 0.39 528 | 0.22 242 | 0.15 246 |
|
| GREAT-IGEV |   | 2.18 69 | 1.15 171 | 4.04 87 | 2.89 102 | 0.69 118 | 2.95 52 | 0.20 43 | 5.82 49 | 5.88 176 | 0.92 11 | 5.07 147 | 1.08 53 | 1.46 77 | 9.60 228 | 0.86 62 | 0.00 1 | 0.13 388 | 0.00 1 | 0.24 464 | 0.14 192 | 0.46 416 |
| 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 70 | 0.82 66 | 4.90 133 | 3.27 144 | 2.91 369 | 3.54 84 | 0.70 85 | 5.30 33 | 3.05 90 | 1.73 63 | 3.31 75 | 0.49 28 | 1.60 80 | 10.91 283 | 0.96 76 | 0.03 261 | 0.11 359 | 0.00 1 | 0.23 454 | 0.04 67 | 0.03 51 |
|
| IGEV-Stereo++ |  | 2.20 70 | 0.79 58 | 3.67 61 | 3.72 192 | 3.17 383 | 3.39 73 | 0.10 22 | 8.37 147 | 3.77 114 | 2.11 89 | 4.25 104 | 2.01 103 | 4.78 238 | 2.96 29 | 0.59 18 | 0.01 141 | 0.02 100 | 0.08 366 | 0.00 1 | 0.06 88 | 0.05 112 |
|
| monsters |  | 2.21 72 | 1.25 200 | 4.09 93 | 3.59 181 | 4.35 458 | 2.20 28 | 0.18 41 | 8.31 143 | 2.84 78 | 4.11 169 | 2.86 66 | 0.20 2 | 0.76 40 | 8.41 175 | 0.95 75 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| DEFOM-Stereo |  | 2.21 72 | 0.88 91 | 3.63 56 | 3.42 156 | 0.89 160 | 13.14 433 | 0.83 98 | 4.68 14 | 1.96 41 | 2.72 118 | 1.66 45 | 0.59 33 | 0.54 28 | 8.53 179 | 0.68 29 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| aanet-new-34k |  | 2.22 74 | 1.33 227 | 6.99 259 | 2.55 71 | 0.37 44 | 2.69 40 | 1.58 182 | 8.25 140 | 2.14 43 | 1.11 19 | 5.28 151 | 2.45 120 | 6.42 313 | 2.04 8 | 0.80 42 | 0.00 1 | 0.08 299 | 0.03 289 | 0.02 237 | 0.07 112 | 0.20 293 |
|
| aanet-new-16k |  | 2.22 74 | 1.02 130 | 5.90 207 | 3.73 193 | 0.42 59 | 3.84 92 | 1.65 196 | 7.64 116 | 2.53 54 | 1.54 50 | 4.47 114 | 2.61 126 | 4.68 225 | 2.97 30 | 1.19 113 | 0.00 1 | 0.04 160 | 0.00 1 | 0.03 262 | 0.07 112 | 0.10 174 |
|
| 3.25w_new |  | 2.24 76 | 0.88 91 | 3.97 81 | 2.28 41 | 1.34 224 | 6.00 271 | 1.19 127 | 6.56 79 | 3.26 99 | 3.90 160 | 3.77 89 | 0.62 34 | 2.46 126 | 7.46 148 | 0.99 81 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 88 | 0.06 126 |
|
| 3.25w |  | 2.24 76 | 0.88 91 | 3.97 81 | 2.28 41 | 1.34 224 | 6.01 274 | 1.19 127 | 6.56 79 | 3.26 99 | 3.90 160 | 3.77 89 | 0.62 34 | 2.46 126 | 7.44 145 | 0.99 81 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 88 | 0.06 126 |
|
| aanet-new-40k |  | 2.30 78 | 1.29 212 | 8.15 319 | 2.62 75 | 2.23 316 | 5.47 218 | 1.80 240 | 6.79 88 | 1.59 26 | 1.14 21 | 4.71 126 | 1.12 55 | 5.55 272 | 2.35 14 | 0.85 57 | 0.00 1 | 0.06 234 | 0.02 269 | 0.04 286 | 0.04 67 | 0.18 274 |
|
| aanet-new-24k |  | 2.30 78 | 1.22 186 | 5.12 148 | 2.70 83 | 1.53 243 | 5.69 246 | 1.70 205 | 6.27 68 | 1.48 16 | 2.45 104 | 5.91 172 | 2.25 114 | 4.48 208 | 3.69 52 | 1.10 99 | 0.00 1 | 0.03 139 | 0.01 242 | 0.25 470 | 0.11 173 | 0.02 17 |
|
| aanet-new-12k |  | 2.30 78 | 0.79 58 | 8.45 336 | 4.28 241 | 0.45 68 | 4.57 135 | 1.75 226 | 8.28 142 | 2.63 66 | 2.70 115 | 1.35 40 | 1.74 82 | 4.57 217 | 3.03 31 | 1.10 99 | 0.01 141 | 0.03 139 | 0.07 355 | 0.01 196 | 0.12 178 | 0.06 126 |
|
| qwe |  | 2.30 78 | 0.82 66 | 3.76 66 | 2.60 74 | 2.75 359 | 4.59 139 | 0.28 51 | 6.62 82 | 2.90 83 | 4.62 184 | 4.62 122 | 0.55 31 | 0.89 49 | 8.78 194 | 2.09 193 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.07 112 | 0.14 226 |
|
| StereoAnything_RVC |  | 2.31 82 | 11.20 622 | 4.65 118 | 2.23 31 | 0.14 1 | 1.49 13 | 0.17 40 | 4.50 11 | 1.24 10 | 1.03 16 | 0.06 1 | 0.20 2 | 3.60 169 | 8.05 164 | 0.59 18 | 0.02 222 | 0.11 359 | 0.00 1 | 0.00 1 | 6.97 623 | 0.03 51 |
|
| aanet-new-32k |  | 2.32 83 | 1.33 227 | 5.55 186 | 2.88 99 | 1.83 277 | 5.87 261 | 1.73 219 | 7.45 107 | 1.37 12 | 1.71 60 | 4.22 102 | 2.66 131 | 6.13 297 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.08 129 | 0.09 162 |
|
| aanet-new-30k |  | 2.32 83 | 1.33 227 | 5.55 186 | 2.88 99 | 1.83 277 | 5.87 261 | 1.73 219 | 7.45 107 | 1.37 12 | 1.71 60 | 4.22 102 | 2.66 131 | 6.13 297 | 2.81 25 | 0.64 23 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.08 129 | 0.09 162 |
|
| 3.75w |  | 2.32 83 | 0.89 96 | 3.85 71 | 2.45 57 | 3.23 388 | 8.15 343 | 1.42 153 | 5.77 46 | 2.79 76 | 2.60 109 | 4.64 123 | 0.31 18 | 2.77 135 | 6.56 116 | 0.94 72 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.06 88 | 0.05 112 |
|
| RAStereo |  | 2.32 83 | 1.08 149 | 6.36 229 | 3.73 193 | 1.39 231 | 1.81 18 | 0.12 27 | 7.70 118 | 7.44 220 | 2.27 96 | 3.94 97 | 3.43 146 | 0.81 45 | 3.55 47 | 2.47 223 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 302 | 0.07 141 |
|
| 2.25w |  | 2.37 87 | 0.87 89 | 4.69 121 | 2.52 65 | 1.76 271 | 3.53 82 | 0.41 58 | 6.10 60 | 2.56 55 | 3.93 164 | 6.70 181 | 0.35 22 | 2.47 128 | 8.53 179 | 2.97 253 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| 2w_stereo |  | 2.37 87 | 0.83 70 | 4.12 97 | 2.73 84 | 1.22 204 | 4.67 146 | 3.90 374 | 6.98 93 | 3.62 110 | 3.48 144 | 5.01 142 | 0.24 8 | 4.36 195 | 4.43 73 | 1.70 153 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| WQFJA1++ |  | 2.38 89 | 0.59 11 | 4.21 102 | 2.66 80 | 1.85 282 | 2.47 34 | 0.29 53 | 7.02 95 | 2.10 42 | 3.41 143 | 2.43 55 | 0.68 42 | 1.63 83 | 7.27 137 | 1.00 89 | 0.01 141 | 0.05 197 | 0.01 242 | 0.01 196 | 9.83 639 | 0.09 162 |
|
| DispViT+ |  | 2.39 90 | 0.66 32 | 3.18 34 | 1.32 3 | 5.13 504 | 2.80 47 | 0.09 17 | 12.73 246 | 6.26 185 | 1.59 52 | 1.01 31 | 0.71 43 | 1.06 58 | 9.26 219 | 1.35 123 | 0.62 523 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 46 | 0.02 17 |
|
| gasm-f |  | 2.39 90 | 0.96 117 | 3.77 67 | 3.84 203 | 0.50 78 | 4.50 128 | 2.54 313 | 8.01 127 | 2.33 49 | 2.24 93 | 5.92 173 | 1.19 58 | 4.05 183 | 6.12 108 | 1.31 120 | 0.01 141 | 0.06 234 | 0.05 322 | 0.00 1 | 0.25 269 | 0.14 226 |
|
| aanet-new-22k |  | 2.41 92 | 1.25 200 | 5.47 177 | 3.25 141 | 0.40 51 | 4.44 125 | 2.00 269 | 8.36 146 | 5.01 145 | 1.72 62 | 4.75 128 | 1.55 73 | 4.99 250 | 3.65 50 | 1.01 92 | 0.00 1 | 0.07 263 | 0.01 242 | 0.03 262 | 0.09 139 | 0.10 174 |
|
| monsterstereo |  | 2.41 92 | 0.98 120 | 4.33 105 | 4.12 220 | 4.48 464 | 1.80 16 | 0.08 14 | 5.78 47 | 5.21 159 | 3.36 139 | 7.40 197 | 0.25 9 | 0.37 18 | 8.92 203 | 1.00 89 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.01 4 |
|
| aanet-new-90k |  | 2.42 94 | 1.26 203 | 9.16 386 | 2.92 105 | 1.53 243 | 3.13 60 | 1.43 155 | 6.60 81 | 1.73 31 | 0.84 6 | 3.32 76 | 0.91 50 | 5.09 256 | 9.29 221 | 0.80 42 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.05 81 | 0.25 336 |
|
| LG-Stereo |  | 2.43 95 | 1.44 261 | 7.64 290 | 3.73 193 | 0.82 151 | 3.64 86 | 1.24 132 | 6.41 77 | 5.30 162 | 1.97 77 | 7.31 193 | 0.84 48 | 0.74 38 | 4.85 83 | 2.21 206 | 0.05 308 | 0.04 160 | 0.01 242 | 0.03 262 | 0.33 343 | 0.10 174 |
|
| aanet-32k-new |  | 2.45 96 | 1.49 277 | 5.53 183 | 2.99 116 | 1.32 216 | 5.09 196 | 1.83 246 | 5.66 39 | 1.61 27 | 1.21 27 | 4.15 99 | 2.17 111 | 6.08 295 | 8.40 174 | 1.04 94 | 0.01 141 | 0.07 263 | 0.00 1 | 0.00 1 | 0.10 162 | 0.21 304 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 96 | 0.84 76 | 4.09 93 | 2.41 55 | 1.89 289 | 3.98 98 | 1.61 189 | 11.16 215 | 5.53 170 | 2.00 83 | 4.92 139 | 2.56 125 | 3.54 164 | 2.27 11 | 0.68 29 | 0.02 222 | 0.17 428 | 0.00 1 | 0.43 538 | 0.12 178 | 0.81 481 |
|
| 111111 |  | 2.45 96 | 1.01 127 | 3.89 75 | 3.60 182 | 4.13 439 | 3.49 80 | 0.23 46 | 8.63 155 | 3.25 96 | 2.15 90 | 4.26 105 | 2.29 116 | 2.03 102 | 8.86 202 | 0.94 72 | 0.01 141 | 0.02 100 | 0.08 366 | 0.00 1 | 0.14 192 | 0.04 82 |
|
| 3.5w_stereo |  | 2.46 99 | 1.21 185 | 4.40 111 | 2.23 31 | 1.53 243 | 6.00 271 | 1.12 122 | 6.82 89 | 2.60 62 | 3.48 144 | 4.35 108 | 0.33 19 | 2.08 105 | 9.99 245 | 3.03 260 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 126 |
|
| aanet-new-78k |  | 2.47 100 | 1.27 205 | 10.18 437 | 3.08 124 | 0.28 19 | 2.19 27 | 1.35 147 | 6.66 84 | 1.44 15 | 1.58 51 | 4.08 98 | 1.02 51 | 6.47 315 | 8.61 182 | 0.83 49 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.03 46 | 0.22 312 |
|
| aanet-new-36k |  | 2.47 100 | 1.13 165 | 5.18 154 | 2.94 108 | 0.28 19 | 5.32 209 | 1.22 130 | 7.53 110 | 2.20 45 | 1.37 40 | 4.35 108 | 1.56 74 | 6.50 318 | 8.66 190 | 0.91 68 | 0.00 1 | 0.07 263 | 0.02 269 | 0.00 1 | 0.03 46 | 0.14 226 |
|
| aanet-new-70k |  | 2.48 102 | 1.18 178 | 8.17 323 | 2.76 87 | 0.62 103 | 4.98 180 | 1.52 170 | 6.84 90 | 1.57 21 | 1.69 59 | 3.83 93 | 0.84 48 | 5.29 265 | 8.97 207 | 1.12 102 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.03 46 | 0.11 191 |
|
| 3w_stereo |  | 2.49 103 | 0.84 76 | 5.43 170 | 2.46 59 | 0.46 69 | 5.44 216 | 6.54 468 | 7.07 96 | 3.41 107 | 3.30 137 | 4.77 132 | 0.28 13 | 4.24 192 | 4.24 66 | 1.30 118 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.02 10 | 0.07 141 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 104 | 0.89 96 | 4.37 109 | 3.28 145 | 3.42 395 | 3.39 73 | 1.45 156 | 7.88 123 | 3.22 94 | 2.29 97 | 7.74 201 | 3.46 147 | 5.13 257 | 2.00 7 | 0.75 39 | 0.02 222 | 0.30 509 | 0.00 1 | 0.43 538 | 0.11 173 | 0.27 346 |
|
| fffft |  | 2.58 105 | 0.86 86 | 5.15 152 | 3.15 131 | 1.32 216 | 4.44 125 | 4.17 383 | 8.04 130 | 3.29 101 | 3.03 131 | 2.20 53 | 1.88 97 | 1.45 76 | 10.41 256 | 1.80 159 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.31 324 | 0.10 174 |
| 1: 1. 1 |
| AIO_test |  | 2.59 106 | 0.89 96 | 4.07 91 | 3.70 191 | 2.35 327 | 5.35 211 | 2.39 302 | 8.10 133 | 4.33 126 | 1.35 34 | 4.60 119 | 4.27 171 | 1.35 71 | 7.29 140 | 0.71 36 | 0.76 540 | 0.07 263 | 0.00 1 | 0.09 364 | 0.06 88 | 0.03 51 |
|
| Replicate-Monster |  | 2.63 107 | 3.33 515 | 11.97 474 | 2.38 53 | 1.08 183 | 3.13 60 | 0.44 61 | 6.76 87 | 4.42 130 | 3.79 154 | 1.30 39 | 0.66 41 | 1.15 61 | 8.78 194 | 0.48 8 | 0.01 141 | 0.08 299 | 0.00 1 | 0.00 1 | 0.26 280 | 2.68 577 |
|
| TS12 |  | 2.64 108 | 0.78 53 | 3.08 28 | 2.06 18 | 0.32 27 | 6.38 295 | 0.20 43 | 8.17 136 | 4.25 124 | 2.93 124 | 10.46 243 | 1.46 66 | 3.07 142 | 7.82 157 | 1.77 157 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.04 67 | 0.02 17 |
|
| aanet-new-60k |  | 2.64 108 | 1.31 220 | 9.62 406 | 2.69 82 | 0.91 163 | 6.94 317 | 1.66 197 | 6.67 85 | 1.57 21 | 1.53 49 | 3.90 95 | 2.64 130 | 3.38 156 | 8.81 199 | 0.90 65 | 0.00 1 | 0.07 263 | 0.01 242 | 0.01 196 | 0.04 67 | 0.20 293 |
|
| GIP-stereo |  | 2.66 110 | 1.00 126 | 4.00 83 | 4.99 293 | 3.41 394 | 3.38 72 | 0.77 93 | 8.73 160 | 5.69 175 | 2.08 87 | 5.38 152 | 4.13 167 | 3.21 146 | 5.21 90 | 1.05 97 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.07 112 | 0.04 82 |
|
| aanet-new-10k |  | 2.69 111 | 1.23 191 | 9.26 388 | 4.00 211 | 0.52 84 | 8.39 348 | 1.89 256 | 7.92 125 | 1.69 30 | 2.89 123 | 2.99 68 | 2.76 133 | 5.48 269 | 3.07 33 | 1.35 123 | 0.00 1 | 0.11 359 | 0.05 322 | 0.04 286 | 0.09 139 | 0.04 82 |
|
| Foundation-i1c-attn |  | 2.71 112 | 0.60 14 | 3.06 26 | 2.24 33 | 0.51 80 | 5.22 202 | 4.50 394 | 8.99 165 | 3.66 112 | 3.62 149 | 3.42 79 | 5.81 213 | 4.90 244 | 6.67 123 | 0.91 68 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| Zero-FE251 |  | 2.73 113 | 1.57 315 | 5.05 144 | 4.17 223 | 1.92 294 | 7.26 325 | 0.75 90 | 7.75 121 | 3.01 88 | 4.88 197 | 2.40 54 | 5.44 204 | 4.17 189 | 4.39 71 | 1.31 120 | 0.27 438 | 0.06 234 | 0.04 311 | 0.03 262 | 0.03 46 | 0.12 201 |
|
| MaDis-Stereo |  | 2.73 113 | 1.56 311 | 6.21 227 | 2.96 113 | 2.45 334 | 1.80 16 | 0.28 51 | 7.43 106 | 5.07 152 | 2.57 107 | 3.43 80 | 7.13 251 | 4.71 231 | 5.74 98 | 2.91 250 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.15 200 | 0.12 201 |
|
| GCAP-Stereo-cres-4k |  | 2.74 115 | 1.02 130 | 5.23 155 | 4.54 260 | 2.61 345 | 9.27 361 | 1.75 226 | 7.23 102 | 3.64 111 | 1.98 79 | 5.02 143 | 2.28 115 | 5.13 257 | 3.57 48 | 1.16 112 | 0.00 1 | 0.13 388 | 0.00 1 | 0.02 237 | 0.05 81 | 0.13 216 |
|
| HUF |  | 2.75 116 | 1.32 224 | 5.28 159 | 2.83 93 | 0.55 88 | 5.23 204 | 2.19 280 | 8.97 163 | 4.23 123 | 1.97 77 | 4.39 111 | 5.03 190 | 2.64 130 | 6.86 129 | 1.44 129 | 0.73 537 | 0.63 577 | 0.09 378 | 0.00 1 | 0.17 222 | 0.44 409 |
|
| LG-Stereo_Zeroshot |  | 2.77 117 | 0.90 105 | 5.49 179 | 4.91 289 | 1.75 270 | 3.75 89 | 0.85 100 | 7.14 98 | 3.33 103 | 3.51 147 | 10.67 245 | 2.03 104 | 5.26 264 | 3.11 34 | 1.80 159 | 0.00 1 | 0.06 234 | 0.00 1 | 0.19 433 | 0.43 385 | 0.19 288 |
|
| IGEV-Stereo+ |  | 2.77 117 | 0.92 108 | 4.09 93 | 3.14 130 | 4.62 475 | 2.57 36 | 0.70 85 | 4.34 9 | 2.29 47 | 1.76 67 | 0.59 23 | 0.77 46 | 3.49 162 | 8.65 188 | 0.68 29 | 0.03 261 | 0.10 338 | 0.00 1 | 0.24 464 | 5.77 617 | 10.68 657 |
|
| gcap_with_dpt |  | 2.78 119 | 0.83 70 | 5.55 186 | 3.02 118 | 4.35 458 | 5.14 199 | 1.31 139 | 7.11 97 | 4.14 121 | 5.93 215 | 11.93 266 | 2.05 106 | 0.57 29 | 2.55 18 | 0.80 42 | 0.00 1 | 0.08 299 | 0.01 242 | 0.09 364 | 0.11 173 | 0.05 112 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 120 | 0.82 66 | 4.94 136 | 2.88 99 | 4.51 470 | 7.85 338 | 1.68 201 | 7.92 125 | 2.72 70 | 2.50 106 | 5.74 170 | 3.82 161 | 6.75 331 | 2.59 19 | 0.94 72 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 173 | 0.03 51 |
|
| AIO_rvc |  | 2.81 121 | 1.10 157 | 4.88 131 | 3.63 185 | 2.59 344 | 5.36 212 | 1.85 249 | 8.21 139 | 4.37 128 | 1.60 54 | 4.74 127 | 4.74 185 | 1.16 62 | 10.10 248 | 1.13 106 | 0.47 494 | 0.04 160 | 0.00 1 | 0.04 286 | 0.15 200 | 0.12 201 |
|
| SMoEStereo_RVC |  | 2.81 121 | 1.07 146 | 5.08 146 | 3.86 206 | 0.60 100 | 6.39 296 | 1.91 258 | 7.82 122 | 3.79 115 | 3.87 159 | 3.69 88 | 2.78 134 | 2.25 111 | 10.60 263 | 1.99 181 | 0.00 1 | 0.02 100 | 0.03 289 | 0.00 1 | 0.25 269 | 0.17 264 |
|
| mms |  | 2.86 123 | 1.38 242 | 5.26 157 | 3.68 188 | 1.84 279 | 4.23 111 | 4.01 377 | 8.01 127 | 4.29 125 | 2.43 103 | 5.53 166 | 3.05 138 | 1.35 71 | 9.22 216 | 2.06 189 | 0.00 1 | 0.06 234 | 0.00 1 | 0.00 1 | 0.36 355 | 0.44 409 |
|
| aanet-new-8k |  | 2.87 124 | 1.08 149 | 5.00 143 | 3.55 172 | 0.36 42 | 5.96 267 | 1.77 235 | 9.42 170 | 4.81 139 | 2.01 85 | 3.89 94 | 1.30 62 | 6.79 334 | 9.92 241 | 1.42 128 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 129 | 0.04 82 |
|
| gcap-zeroshot |  | 2.89 125 | 0.89 96 | 5.46 174 | 2.84 94 | 4.48 464 | 4.56 132 | 1.32 142 | 8.66 156 | 7.60 221 | 5.67 210 | 10.03 231 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 94 | 0.00 1 | 0.07 263 | 0.00 1 | 0.06 333 | 0.10 162 | 0.04 82 |
|
| UniTT-Stereo |  | 2.89 125 | 0.90 105 | 6.74 243 | 4.08 215 | 2.42 330 | 2.63 38 | 0.42 59 | 5.57 35 | 4.88 142 | 5.36 206 | 7.63 199 | 1.09 54 | 1.47 78 | 8.80 198 | 5.11 355 | 0.03 261 | 0.07 263 | 0.00 1 | 0.01 196 | 0.48 404 | 0.11 191 |
|
| testlalala |  | 2.89 125 | 0.89 96 | 5.46 174 | 2.84 94 | 4.48 464 | 4.56 132 | 1.32 142 | 8.66 156 | 7.60 221 | 5.67 210 | 10.03 231 | 1.78 86 | 0.45 20 | 2.69 22 | 1.04 94 | 0.00 1 | 0.07 263 | 0.00 1 | 0.06 333 | 0.10 162 | 0.04 82 |
|
| 1w_stereo |  | 2.90 128 | 0.72 36 | 3.59 53 | 3.30 147 | 2.15 311 | 4.37 117 | 6.74 477 | 6.40 76 | 5.23 160 | 2.83 122 | 7.30 192 | 0.25 9 | 4.36 195 | 8.30 171 | 2.44 221 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 10 | 0.02 17 |
|
| ours_stereo |  | 2.91 129 | 1.34 231 | 5.14 150 | 3.67 186 | 1.49 239 | 3.87 93 | 2.80 327 | 8.10 133 | 6.28 186 | 2.15 90 | 5.66 168 | 3.98 163 | 1.84 98 | 9.38 223 | 1.77 157 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.32 334 | 0.34 377 |
|
| AIO-Stereo |   | 2.91 129 | 1.19 181 | 5.14 150 | 4.15 222 | 0.79 145 | 4.67 146 | 1.76 232 | 9.59 176 | 5.19 158 | 2.66 114 | 4.76 131 | 5.40 203 | 0.78 41 | 10.30 252 | 1.23 116 | 0.00 1 | 0.06 234 | 0.00 1 | 0.36 518 | 0.09 139 | 0.15 246 |
|
| aanet-new-14k |  | 2.92 131 | 0.98 120 | 7.97 307 | 3.81 200 | 0.32 27 | 4.39 121 | 1.76 232 | 10.49 200 | 9.76 265 | 2.98 128 | 4.82 136 | 0.62 34 | 6.72 326 | 2.51 17 | 1.21 115 | 0.00 1 | 0.02 100 | 0.01 242 | 0.00 1 | 0.08 129 | 0.03 51 |
|
| Foundation-i1b |  | 2.92 131 | 0.62 16 | 3.27 38 | 2.10 21 | 0.80 148 | 6.05 279 | 4.79 405 | 9.72 182 | 3.49 108 | 4.53 181 | 3.28 73 | 6.44 234 | 5.47 268 | 6.76 126 | 0.92 70 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.02 10 | 0.03 51 |
|
| EGLCR-Stereo |  | 2.92 131 | 1.06 139 | 5.28 159 | 3.38 153 | 0.55 88 | 4.59 139 | 0.66 79 | 10.43 199 | 4.81 139 | 3.30 137 | 3.23 72 | 7.93 271 | 1.71 89 | 9.22 216 | 1.62 145 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.23 257 | 0.16 255 |
|
| Foundation-i1a |  | 2.94 134 | 0.64 24 | 3.21 36 | 2.24 33 | 0.39 50 | 5.32 209 | 3.99 375 | 9.68 178 | 3.94 119 | 5.17 203 | 3.16 71 | 6.62 238 | 5.95 290 | 7.03 131 | 1.32 122 | 0.02 222 | 0.10 338 | 0.00 1 | 0.00 1 | 0.02 10 | 0.06 126 |
|
| IGEV++ |  | 2.98 135 | 1.27 205 | 5.17 153 | 5.41 344 | 0.47 70 | 4.63 144 | 1.71 217 | 9.97 188 | 4.75 136 | 2.58 108 | 6.27 177 | 4.35 173 | 4.44 204 | 4.98 87 | 3.05 263 | 0.00 1 | 0.07 263 | 0.00 1 | 0.08 350 | 0.24 264 | 0.18 274 |
|
| IGEV-RUCA |  | 3.00 136 | 1.12 164 | 4.51 114 | 4.78 277 | 2.30 322 | 6.18 282 | 1.80 240 | 7.24 104 | 4.79 137 | 2.63 113 | 4.91 137 | 4.06 164 | 2.44 125 | 9.70 233 | 1.50 132 | 0.14 370 | 0.26 497 | 0.21 470 | 0.29 490 | 0.74 485 | 0.35 382 |
|
| zero-FE |  | 3.01 137 | 1.06 139 | 4.57 116 | 4.18 227 | 4.04 434 | 3.24 67 | 1.51 167 | 6.17 64 | 1.87 38 | 1.00 13 | 2.52 56 | 1.72 80 | 4.92 245 | 6.19 110 | 2.77 241 | 0.27 438 | 0.10 338 | 0.00 1 | 0.05 314 | 13.94 656 | 0.09 162 |
|
| MSCF |  | 3.01 137 | 1.87 405 | 5.23 155 | 3.98 210 | 0.70 120 | 5.42 215 | 1.48 158 | 8.59 149 | 4.59 135 | 5.05 200 | 6.40 178 | 1.76 85 | 7.07 338 | 5.69 96 | 1.36 125 | 0.00 1 | 0.02 100 | 0.00 1 | 0.63 563 | 0.16 211 | 0.24 329 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 139 | 0.89 96 | 5.34 162 | 2.90 103 | 4.48 464 | 4.69 149 | 1.34 145 | 8.59 149 | 8.81 248 | 5.94 217 | 10.70 247 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 102 | 0.00 1 | 0.07 263 | 0.00 1 | 0.04 286 | 0.09 139 | 0.04 82 |
|
| test_for_model |  | 3.02 139 | 0.89 96 | 5.34 162 | 2.90 103 | 4.48 464 | 4.69 149 | 1.34 145 | 8.59 149 | 8.81 248 | 5.94 217 | 10.70 247 | 1.84 93 | 0.51 23 | 2.94 27 | 1.12 102 | 0.00 1 | 0.07 263 | 0.00 1 | 0.04 286 | 0.09 139 | 0.04 82 |
|
| BStereo |   | 3.05 141 | 1.51 285 | 15.51 531 | 2.95 110 | 1.03 172 | 5.97 268 | 3.41 353 | 6.02 54 | 5.56 171 | 2.75 120 | 1.76 47 | 2.49 123 | 0.78 41 | 7.72 153 | 3.07 264 | 0.01 141 | 0.03 139 | 0.04 311 | 0.09 364 | 0.09 139 | 0.17 264 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 142 | 0.86 86 | 5.37 166 | 2.84 94 | 4.43 462 | 4.03 100 | 1.27 134 | 7.50 109 | 7.27 217 | 6.46 226 | 12.28 271 | 2.19 113 | 0.60 31 | 4.86 84 | 0.90 65 | 0.00 1 | 0.07 263 | 0.00 1 | 0.08 350 | 0.09 139 | 0.05 112 |
|
| Selective-IGEV-i32 |  | 3.06 142 | 1.11 160 | 4.98 137 | 3.56 173 | 1.63 257 | 4.72 153 | 2.15 279 | 10.74 211 | 4.55 131 | 2.94 126 | 4.60 119 | 5.53 206 | 1.78 93 | 10.82 278 | 1.69 150 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 401 | 0.06 88 | 0.13 216 |
|
| Selective-IGEV |  | 3.06 142 | 1.11 160 | 4.98 137 | 3.56 173 | 1.66 259 | 4.73 154 | 2.14 278 | 10.73 210 | 4.56 132 | 2.93 124 | 4.60 119 | 5.54 207 | 1.77 92 | 10.82 278 | 1.69 150 | 0.00 1 | 0.01 43 | 0.00 1 | 0.14 401 | 0.06 88 | 0.13 216 |
|
| RSM++ |  | 3.08 145 | 1.04 136 | 5.27 158 | 4.25 237 | 0.50 78 | 5.04 191 | 2.63 318 | 10.11 190 | 4.34 127 | 3.16 134 | 4.66 124 | 6.73 240 | 1.87 100 | 9.96 243 | 1.69 150 | 0.00 1 | 0.00 1 | 0.01 242 | 0.18 420 | 0.14 192 | 0.10 174 |
|
| aanet-new |  | 3.09 146 | 1.23 191 | 5.57 190 | 4.01 212 | 2.64 350 | 10.34 372 | 1.80 240 | 7.22 101 | 1.74 32 | 1.88 73 | 5.05 146 | 2.33 117 | 7.68 349 | 9.12 214 | 0.99 81 | 0.01 141 | 0.07 263 | 0.00 1 | 0.00 1 | 0.05 81 | 0.05 112 |
|
| RSM |  | 3.10 147 | 0.98 120 | 4.86 130 | 4.17 223 | 1.08 183 | 4.76 162 | 1.83 246 | 10.14 191 | 4.21 122 | 3.38 141 | 4.34 106 | 7.82 268 | 1.75 91 | 10.69 267 | 1.64 148 | 0.00 1 | 0.03 139 | 0.00 1 | 0.18 420 | 0.13 186 | 0.07 141 |
|
| VIP-Stereo |  | 3.13 148 | 1.39 244 | 4.85 129 | 3.02 118 | 4.34 456 | 15.03 473 | 1.76 232 | 5.70 40 | 3.66 112 | 1.87 72 | 5.38 152 | 2.42 119 | 1.84 98 | 9.45 224 | 1.65 149 | 0.00 1 | 0.08 299 | 0.00 1 | 0.00 1 | 0.06 88 | 0.13 216 |
|
| FlowAnything_test |  | 3.13 148 | 1.42 251 | 6.59 235 | 8.69 517 | 1.35 227 | 8.70 351 | 2.51 309 | 7.60 115 | 3.03 89 | 4.10 168 | 2.67 63 | 3.52 154 | 0.75 39 | 5.86 102 | 4.48 333 | 0.06 328 | 0.03 139 | 0.15 439 | 0.66 565 | 0.16 211 | 0.18 274 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 150 | 0.89 96 | 5.41 169 | 2.73 84 | 4.54 472 | 4.68 148 | 1.28 135 | 9.18 169 | 9.89 268 | 5.93 215 | 11.97 267 | 1.79 90 | 0.42 19 | 3.06 32 | 0.85 57 | 0.00 1 | 0.07 263 | 0.00 1 | 0.07 344 | 0.09 139 | 0.04 82 |
|
| DNS |  | 3.17 151 | 1.01 127 | 5.78 203 | 4.37 249 | 1.53 243 | 4.89 172 | 0.23 46 | 9.46 173 | 5.04 146 | 6.04 221 | 5.88 171 | 8.57 282 | 3.10 143 | 3.80 53 | 1.82 163 | 0.76 540 | 0.07 263 | 0.00 1 | 0.09 364 | 0.72 478 | 0.35 382 |
|
| DDF-Stereo |  | 3.17 151 | 1.08 149 | 4.40 111 | 4.63 268 | 4.02 433 | 3.40 75 | 1.51 167 | 5.27 29 | 1.78 34 | 0.85 8 | 2.57 58 | 1.68 79 | 4.63 224 | 8.01 163 | 2.80 244 | 0.27 438 | 0.13 388 | 0.00 1 | 0.14 401 | 16.19 662 | 0.09 162 |
|
| AEACV |  | 3.17 151 | 1.11 160 | 5.39 168 | 4.55 261 | 5.35 520 | 4.29 114 | 1.60 186 | 6.21 65 | 5.43 166 | 3.08 133 | 7.85 203 | 4.23 169 | 6.55 320 | 5.51 91 | 1.56 138 | 0.00 1 | 0.09 318 | 0.03 289 | 0.32 505 | 0.20 234 | 0.12 201 |
|
| GASTEREO |  | 3.18 154 | 1.99 426 | 5.13 149 | 4.28 241 | 0.70 120 | 5.59 230 | 1.49 162 | 8.66 156 | 4.94 144 | 5.17 203 | 6.84 186 | 1.58 75 | 7.14 340 | 7.72 153 | 1.38 126 | 0.00 1 | 0.02 100 | 0.00 1 | 0.64 564 | 0.08 129 | 0.23 322 |
|
| DEFOM-Stereo_RVC |  | 3.18 154 | 6.90 587 | 3.85 71 | 10.48 571 | 1.59 250 | 4.71 152 | 0.47 65 | 8.39 148 | 2.76 72 | 2.34 99 | 3.12 70 | 0.74 44 | 7.20 343 | 9.02 212 | 1.62 145 | 0.00 1 | 0.14 405 | 0.00 1 | 0.19 433 | 0.02 10 | 0.03 51 |
|
| NLSM3 |  | 3.19 156 | 0.86 86 | 3.90 76 | 3.11 128 | 4.00 432 | 3.18 62 | 0.55 73 | 13.79 277 | 8.23 238 | 3.39 142 | 6.88 188 | 1.79 90 | 3.97 179 | 7.12 135 | 3.01 256 | 0.01 141 | 0.00 1 | 0.05 322 | 0.00 1 | 0.03 46 | 0.01 4 |
|
| SCV |  | 3.20 157 | 1.40 246 | 5.96 211 | 4.71 271 | 0.71 125 | 4.21 110 | 1.70 205 | 10.94 212 | 6.06 180 | 1.85 71 | 4.80 134 | 6.16 221 | 2.74 134 | 9.82 236 | 1.74 155 | 0.05 308 | 0.09 318 | 0.00 1 | 0.24 464 | 0.50 418 | 0.30 359 |
|
| tt45 |  | 3.20 157 | 0.95 112 | 4.36 108 | 3.73 193 | 1.86 284 | 8.19 344 | 2.05 276 | 9.12 168 | 3.36 106 | 5.60 209 | 4.42 112 | 4.61 184 | 2.39 121 | 11.00 287 | 1.96 175 | 0.00 1 | 0.04 160 | 0.00 1 | 0.01 196 | 0.32 334 | 0.10 174 |
|
| MoCha-V2 |  | 3.20 157 | 0.92 108 | 4.82 128 | 5.09 302 | 0.40 51 | 4.63 144 | 1.37 149 | 9.81 184 | 5.41 165 | 5.58 208 | 5.26 150 | 2.63 129 | 6.48 316 | 9.90 240 | 1.15 108 | 0.02 222 | 0.24 486 | 0.00 1 | 0.25 470 | 0.07 112 | 0.04 82 |
|
| Pointernet |  | 3.22 160 | 0.84 76 | 5.79 204 | 3.22 140 | 0.35 39 | 5.27 207 | 0.37 56 | 16.46 325 | 5.96 178 | 4.11 169 | 6.81 185 | 4.84 188 | 2.73 133 | 4.78 81 | 2.52 226 | 0.00 1 | 0.15 412 | 0.00 1 | 0.22 445 | 0.04 67 | 0.02 17 |
|
| SCV_C0 |  | 3.23 161 | 1.31 220 | 6.44 231 | 3.20 136 | 0.82 151 | 4.84 169 | 1.61 189 | 10.34 197 | 6.85 199 | 2.74 119 | 4.91 137 | 6.26 228 | 1.81 97 | 11.06 290 | 1.50 132 | 0.11 357 | 0.06 234 | 0.00 1 | 0.23 454 | 0.33 343 | 0.11 191 |
|
| MGS-Stereo |  | 3.26 162 | 1.29 212 | 6.73 241 | 3.30 147 | 0.47 70 | 4.89 172 | 1.55 177 | 6.15 63 | 8.88 253 | 4.31 173 | 10.15 234 | 5.48 205 | 1.27 66 | 8.09 168 | 1.97 178 | 0.04 282 | 0.01 43 | 0.02 269 | 0.00 1 | 0.57 443 | 0.04 82 |
|
| rrr |  | 3.26 162 | 1.57 315 | 7.72 295 | 3.36 151 | 0.60 100 | 4.93 176 | 1.59 183 | 10.72 209 | 5.11 156 | 3.79 154 | 4.58 117 | 4.53 180 | 4.00 181 | 10.13 249 | 2.09 193 | 0.00 1 | 0.06 234 | 0.00 1 | 0.22 445 | 0.12 178 | 0.18 274 |
|
| CroCo-Stereo |   | 3.27 164 | 1.90 408 | 7.18 265 | 8.50 515 | 1.11 185 | 0.96 3 | 0.97 112 | 10.18 192 | 8.20 236 | 3.59 148 | 4.69 125 | 8.02 275 | 4.53 214 | 2.75 24 | 2.34 213 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 324 | 0.11 191 |
| 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 |  | 3.28 165 | 1.20 183 | 5.94 210 | 3.67 186 | 0.85 154 | 4.84 169 | 1.75 226 | 10.18 192 | 6.44 188 | 2.60 109 | 6.15 174 | 6.33 231 | 3.16 145 | 10.08 247 | 1.62 145 | 0.00 1 | 0.12 372 | 0.00 1 | 0.00 1 | 0.30 312 | 0.33 373 |
|
| IGEVStereo-DCA |  | 3.31 166 | 1.57 315 | 6.20 222 | 3.36 151 | 0.60 100 | 4.93 176 | 1.70 205 | 13.26 257 | 5.04 146 | 3.79 154 | 4.58 117 | 4.53 180 | 4.00 181 | 10.13 249 | 2.09 193 | 0.00 1 | 0.06 234 | 0.00 1 | 0.18 420 | 0.12 178 | 0.14 226 |
|
| test_xeample3 |  | 3.34 167 | 1.54 297 | 7.67 291 | 3.33 150 | 0.68 114 | 5.74 249 | 1.63 192 | 12.05 225 | 3.88 118 | 6.71 227 | 3.81 92 | 3.17 142 | 3.34 155 | 10.59 262 | 2.07 190 | 0.00 1 | 0.02 100 | 0.00 1 | 0.27 483 | 0.13 186 | 0.16 255 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 168 | 5.20 558 | 20.75 584 | 3.26 142 | 3.66 409 | 3.19 63 | 1.77 235 | 8.61 154 | 2.83 77 | 2.16 92 | 3.61 87 | 3.75 158 | 3.63 171 | 3.13 35 | 1.41 127 | 0.05 308 | 0.12 372 | 0.00 1 | 0.01 196 | 0.13 186 | 0.22 312 |
|
| GLC_STEREO |  | 3.40 169 | 1.06 139 | 3.44 48 | 6.52 429 | 0.20 5 | 4.76 162 | 1.66 197 | 8.97 163 | 6.59 192 | 5.39 207 | 9.04 213 | 5.23 198 | 2.03 102 | 9.76 235 | 2.77 241 | 0.01 141 | 0.03 139 | 0.21 470 | 0.00 1 | 0.23 257 | 0.06 126 |
|
| VMStereo-Base |   | 3.41 170 | 0.84 76 | 4.19 101 | 1.72 6 | 0.47 70 | 3.01 53 | 0.57 74 | 10.10 189 | 14.58 333 | 3.85 158 | 9.11 215 | 7.48 265 | 2.36 118 | 7.75 156 | 1.90 168 | 0.07 339 | 0.08 299 | 0.04 311 | 0.00 1 | 0.06 88 | 0.02 17 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 171 | 0.76 48 | 17.99 563 | 1.92 9 | 2.08 306 | 4.60 141 | 1.60 186 | 7.55 111 | 3.25 96 | 2.62 111 | 5.03 144 | 3.50 152 | 4.57 217 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 423 | 0.00 1 | 0.20 438 | 0.89 500 | 9.42 653 |
|
| 999 |  | 3.44 171 | 0.92 108 | 4.78 124 | 4.69 270 | 2.34 326 | 7.58 335 | 2.20 281 | 9.81 184 | 6.11 182 | 2.96 127 | 4.79 133 | 5.07 191 | 2.27 116 | 12.10 356 | 2.76 240 | 0.03 261 | 0.09 318 | 0.00 1 | 0.00 1 | 0.29 302 | 0.10 174 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 171 | 0.76 48 | 17.99 563 | 1.92 9 | 2.08 306 | 4.60 141 | 1.60 186 | 7.55 111 | 3.25 96 | 2.62 111 | 5.03 144 | 3.50 152 | 4.57 217 | 1.99 5 | 0.60 20 | 0.04 282 | 0.16 423 | 0.00 1 | 0.20 438 | 0.89 500 | 9.42 653 |
|
| DF |  | 3.48 174 | 1.24 198 | 6.65 237 | 4.11 219 | 1.07 180 | 4.50 128 | 1.71 217 | 8.04 130 | 4.39 129 | 3.91 163 | 9.37 220 | 9.95 301 | 1.48 79 | 9.73 234 | 2.61 230 | 0.01 141 | 0.22 467 | 0.00 1 | 0.33 510 | 0.06 88 | 0.16 255 |
|
| ff7 |  | 3.48 174 | 1.76 385 | 6.20 222 | 3.45 158 | 1.13 189 | 5.02 185 | 1.70 205 | 13.26 257 | 5.04 146 | 4.66 188 | 5.47 161 | 3.49 148 | 4.70 227 | 11.14 295 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.30 312 | 0.14 226 |
|
| ffff |  | 3.48 174 | 1.76 385 | 6.20 222 | 3.45 158 | 1.13 189 | 5.02 185 | 1.70 205 | 13.26 257 | 5.04 146 | 4.66 188 | 5.47 161 | 3.49 148 | 4.70 227 | 11.14 295 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.30 312 | 0.14 226 |
|
| 11t |  | 3.48 174 | 1.76 385 | 6.20 222 | 3.45 158 | 1.13 189 | 5.02 185 | 1.70 205 | 13.26 257 | 5.04 146 | 4.66 188 | 5.47 161 | 3.49 148 | 4.70 227 | 11.14 295 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.30 312 | 0.14 226 |
|
| ccc-4 |  | 3.48 174 | 1.76 385 | 6.20 222 | 3.45 158 | 1.13 189 | 5.02 185 | 1.70 205 | 13.26 257 | 5.04 146 | 4.66 188 | 5.47 161 | 3.49 148 | 4.70 227 | 11.14 295 | 2.01 182 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.30 312 | 0.14 226 |
|
| anonymousdsp |  | 3.51 179 | 1.75 379 | 5.66 195 | 3.49 166 | 1.13 189 | 5.04 191 | 1.74 223 | 13.69 269 | 5.07 152 | 4.83 193 | 5.42 156 | 4.25 170 | 4.44 204 | 11.14 295 | 1.98 179 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.31 324 | 0.13 216 |
|
| castereo++ |  | 3.52 180 | 1.28 208 | 3.96 80 | 3.76 198 | 2.61 345 | 16.87 518 | 1.95 266 | 7.57 113 | 8.51 243 | 2.26 95 | 4.54 116 | 5.10 192 | 2.04 104 | 8.75 193 | 0.74 37 | 0.00 1 | 0.15 412 | 0.00 1 | 0.35 515 | 0.05 81 | 0.02 17 |
|
| IGEV-Stereo |   | 3.52 180 | 1.75 379 | 5.67 196 | 3.49 166 | 1.12 187 | 5.04 191 | 1.73 219 | 13.70 270 | 5.07 152 | 4.83 193 | 5.42 156 | 4.27 171 | 4.43 203 | 11.15 300 | 1.98 179 | 0.00 1 | 0.04 160 | 0.00 1 | 0.18 420 | 0.31 324 | 0.12 201 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| Foundation-i1 |  | 3.56 182 | 0.63 21 | 2.94 19 | 3.20 136 | 3.52 403 | 6.18 282 | 4.51 395 | 12.68 245 | 5.38 163 | 5.96 220 | 6.16 175 | 7.37 262 | 4.87 242 | 6.38 112 | 1.27 117 | 0.02 222 | 0.09 318 | 0.00 1 | 0.00 1 | 0.03 46 | 0.04 82 |
|
| CREStereo |  | 3.58 183 | 1.05 138 | 3.35 42 | 2.17 26 | 0.59 96 | 5.61 231 | 0.40 57 | 10.50 201 | 13.34 320 | 6.93 235 | 10.44 241 | 5.29 201 | 3.47 160 | 5.82 100 | 2.62 233 | 0.01 141 | 0.01 43 | 0.02 269 | 0.01 196 | 0.04 67 | 0.01 4 |
| 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 |  | 3.59 184 | 1.07 146 | 3.81 69 | 2.80 89 | 0.52 84 | 4.98 180 | 1.18 126 | 10.35 198 | 12.97 310 | 4.54 182 | 10.75 250 | 3.89 162 | 3.27 150 | 8.78 194 | 2.63 234 | 0.03 261 | 0.03 139 | 0.09 378 | 0.00 1 | 0.12 178 | 0.04 82 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| ProNet |  | 3.61 185 | 1.91 411 | 6.17 221 | 3.31 149 | 0.67 113 | 5.51 220 | 6.46 464 | 12.60 243 | 6.23 183 | 3.18 135 | 4.80 134 | 3.64 156 | 3.57 165 | 11.15 300 | 2.11 197 | 0.02 222 | 0.21 457 | 0.01 242 | 0.01 196 | 0.41 379 | 0.14 226 |
|
| trnet |  | 3.62 186 | 0.95 112 | 3.30 39 | 2.21 30 | 0.56 90 | 5.67 244 | 0.42 59 | 10.62 207 | 13.30 318 | 6.89 233 | 10.45 242 | 5.78 211 | 3.69 172 | 5.80 99 | 2.61 230 | 0.00 1 | 0.02 100 | 0.03 289 | 0.01 196 | 0.04 67 | 0.02 17 |
|
| GCAP-BAT |  | 3.64 187 | 1.06 139 | 7.37 279 | 3.46 162 | 3.60 406 | 2.72 41 | 1.55 177 | 8.93 161 | 12.16 294 | 4.62 184 | 6.47 179 | 7.18 254 | 1.80 95 | 9.68 231 | 1.82 163 | 0.04 282 | 0.10 338 | 0.00 1 | 0.01 196 | 0.07 112 | 0.14 226 |
|
| GCAPDPT-zeroshot |  | 3.64 187 | 1.06 139 | 7.35 278 | 3.46 162 | 3.60 406 | 2.72 41 | 1.55 177 | 8.93 161 | 12.16 294 | 4.62 184 | 6.47 179 | 7.18 254 | 1.80 95 | 9.68 231 | 1.81 161 | 0.04 282 | 0.10 338 | 0.00 1 | 0.01 196 | 0.07 112 | 0.14 226 |
|
| U |  | 3.65 189 | 0.64 24 | 5.91 208 | 3.91 207 | 11.89 640 | 11.50 400 | 0.20 43 | 7.66 117 | 5.38 163 | 1.79 69 | 2.55 57 | 0.76 45 | 1.61 81 | 2.34 13 | 0.70 34 | 0.00 1 | 0.04 160 | 10.60 654 | 5.47 643 | 0.04 67 | 0.02 17 |
|
| water-stereo |  | 3.66 190 | 0.84 76 | 4.79 127 | 3.60 182 | 0.79 145 | 5.03 190 | 0.89 106 | 12.93 248 | 5.45 168 | 5.82 213 | 14.74 294 | 6.51 237 | 4.76 237 | 3.37 38 | 3.26 278 | 0.03 261 | 0.13 388 | 0.09 378 | 0.04 286 | 0.06 88 | 0.07 141 |
|
| Wave_Phase_stereo |  | 3.68 191 | 1.51 285 | 15.51 531 | 2.95 110 | 1.03 172 | 12.63 423 | 3.41 353 | 11.91 222 | 5.56 171 | 2.75 120 | 1.76 47 | 2.49 123 | 0.78 41 | 7.72 153 | 3.07 264 | 0.01 141 | 0.03 139 | 0.04 311 | 0.09 364 | 0.09 139 | 0.17 264 |
|
| Occ-G |  | 3.68 191 | 1.07 146 | 4.68 119 | 3.11 128 | 1.26 208 | 3.63 85 | 6.75 478 | 7.88 123 | 4.90 143 | 4.37 178 | 8.36 204 | 9.68 298 | 4.39 198 | 9.65 229 | 3.23 277 | 0.00 1 | 0.11 359 | 0.00 1 | 0.19 433 | 0.19 230 | 0.07 141 |
|
| DA |  | 3.70 193 | 0.83 70 | 4.78 124 | 5.07 299 | 0.70 120 | 16.50 513 | 1.94 263 | 9.42 170 | 7.22 213 | 4.02 165 | 6.78 182 | 5.96 217 | 4.49 210 | 4.16 63 | 1.54 135 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 88 | 0.26 340 |
|
| GGEV |  | 3.70 193 | 0.83 70 | 4.78 124 | 5.07 299 | 0.70 120 | 16.50 513 | 1.94 263 | 9.42 170 | 7.22 213 | 4.02 165 | 6.78 182 | 5.96 217 | 4.49 210 | 4.16 63 | 1.54 135 | 0.05 308 | 0.12 372 | 0.00 1 | 0.00 1 | 0.06 88 | 0.26 340 |
|
| rvit_stereo_0081_aga |  | 3.72 195 | 2.39 473 | 8.60 349 | 5.27 331 | 2.99 377 | 5.02 185 | 1.94 263 | 8.12 135 | 6.24 184 | 6.74 228 | 6.85 187 | 5.85 214 | 3.28 152 | 7.31 141 | 3.04 261 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 449 | 0.22 312 |
|
| GCAP-Stereo |  | 3.72 195 | 1.60 325 | 7.39 280 | 4.24 232 | 0.37 44 | 5.78 251 | 1.12 122 | 12.28 229 | 6.53 191 | 8.35 252 | 9.69 224 | 6.62 238 | 3.57 165 | 4.58 79 | 1.91 170 | 0.00 1 | 0.07 263 | 0.05 322 | 0.00 1 | 0.25 269 | 0.04 82 |
|
| LoS_RVC |  | 3.72 195 | 2.57 485 | 3.90 76 | 4.27 239 | 7.61 595 | 5.39 214 | 2.90 332 | 7.29 105 | 3.84 116 | 3.67 151 | 10.20 235 | 3.66 157 | 4.48 208 | 6.19 110 | 2.14 201 | 0.01 141 | 0.03 139 | 0.00 1 | 0.00 1 | 0.06 88 | 6.15 622 |
|
| HART |  | 3.80 198 | 1.52 290 | 5.45 173 | 4.85 283 | 0.51 80 | 4.41 124 | 0.76 91 | 12.59 242 | 5.08 155 | 5.95 219 | 12.76 275 | 6.87 245 | 1.72 90 | 10.71 269 | 1.84 165 | 0.00 1 | 0.13 388 | 0.10 398 | 0.00 1 | 0.45 390 | 0.26 340 |
|
| DN |  | 3.83 199 | 1.19 181 | 4.90 133 | 4.27 239 | 3.75 414 | 6.26 288 | 0.71 87 | 11.51 217 | 11.19 285 | 3.90 160 | 5.72 169 | 10.08 303 | 2.26 115 | 7.28 138 | 1.96 175 | 0.00 1 | 0.20 449 | 0.32 505 | 0.32 505 | 0.32 334 | 0.53 431 |
|
| CES |  | 3.85 200 | 1.14 167 | 2.91 17 | 3.05 121 | 11.37 635 | 5.37 213 | 1.02 116 | 9.52 175 | 8.82 250 | 3.50 146 | 9.21 219 | 1.78 86 | 0.90 50 | 6.53 115 | 2.37 215 | 0.02 222 | 0.04 160 | 0.01 242 | 0.00 1 | 1.62 539 | 7.74 643 |
|
| WCG-NET |  | 3.86 201 | 0.96 117 | 5.80 205 | 2.92 105 | 0.28 19 | 4.48 127 | 1.80 240 | 7.23 102 | 15.03 336 | 8.77 263 | 9.58 223 | 6.94 249 | 4.20 190 | 6.92 130 | 2.05 187 | 0.00 1 | 0.08 299 | 0.00 1 | 0.00 1 | 0.14 192 | 0.08 156 |
|
| CASnet |  | 3.91 202 | 1.03 135 | 4.68 119 | 4.98 291 | 0.27 16 | 4.99 183 | 2.95 333 | 11.02 214 | 11.02 280 | 10.61 285 | 11.76 263 | 4.15 168 | 1.65 86 | 5.85 101 | 1.91 170 | 0.50 500 | 0.00 1 | 0.59 535 | 0.12 390 | 0.13 186 | 0.02 17 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| rvit_stereo_0081 |  | 3.93 203 | 1.78 394 | 8.60 349 | 6.26 412 | 1.73 267 | 3.48 77 | 2.36 295 | 7.71 119 | 15.81 354 | 4.41 179 | 5.39 154 | 5.14 194 | 3.94 177 | 7.95 161 | 3.57 285 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 196 | 0.39 371 | 0.10 174 |
|
| rvit_stereo_0082 |  | 3.93 203 | 1.78 394 | 8.60 349 | 6.26 412 | 1.73 267 | 3.48 77 | 2.36 295 | 7.71 119 | 15.81 354 | 4.41 179 | 5.39 154 | 5.14 194 | 3.94 177 | 7.95 161 | 3.57 285 | 0.01 141 | 0.01 43 | 0.00 1 | 0.01 196 | 0.39 371 | 0.10 174 |
|
| castereo |  | 3.96 205 | 1.45 263 | 4.33 105 | 3.73 193 | 1.04 175 | 6.35 293 | 7.23 494 | 9.95 187 | 15.86 357 | 3.01 130 | 7.69 200 | 3.59 155 | 7.43 346 | 5.17 89 | 1.88 166 | 0.03 261 | 0.13 388 | 0.00 1 | 0.26 476 | 0.07 112 | 0.03 51 |
|
| rvit_stereo_0080 |  | 3.98 206 | 2.11 451 | 7.62 288 | 3.68 188 | 1.90 292 | 4.16 104 | 7.60 500 | 9.69 179 | 8.13 233 | 5.08 201 | 7.39 195 | 6.27 229 | 4.44 204 | 6.73 124 | 3.92 310 | 0.20 400 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 435 | 0.12 201 |
|
| whm_eth |  | 3.98 206 | 2.11 451 | 7.62 288 | 3.68 188 | 1.90 292 | 4.16 104 | 7.60 500 | 9.69 179 | 8.13 233 | 5.08 201 | 7.39 195 | 6.27 229 | 4.44 204 | 6.73 124 | 3.92 310 | 0.20 400 | 0.01 43 | 0.00 1 | 0.00 1 | 0.55 435 | 0.12 201 |
|
| MC-Stereo |  | 3.99 208 | 0.95 112 | 4.70 123 | 5.09 302 | 0.44 67 | 3.77 90 | 1.79 238 | 9.86 186 | 7.05 211 | 6.34 225 | 13.35 282 | 6.83 244 | 6.34 311 | 10.80 276 | 1.75 156 | 0.00 1 | 0.11 359 | 0.06 344 | 0.24 464 | 0.12 178 | 0.14 226 |
|
| CroCo-Stereo Lap2 |  | 4.01 209 | 2.03 441 | 8.14 318 | 9.82 550 | 6.03 552 | 1.11 4 | 0.79 95 | 9.71 181 | 7.98 229 | 3.26 136 | 4.99 140 | 9.08 288 | 5.80 284 | 6.08 106 | 4.39 330 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.71 474 | 0.30 359 |
|
| depthmonostereo |  | 4.02 210 | 1.64 343 | 5.29 161 | 4.40 250 | 1.19 200 | 8.04 341 | 1.16 125 | 15.24 298 | 12.52 299 | 4.62 184 | 7.49 198 | 4.11 166 | 4.80 239 | 6.61 118 | 2.71 238 | 0.04 282 | 0.21 457 | 0.11 411 | 0.07 344 | 0.07 112 | 0.02 17 |
|
| MM-Stereo_test2 |  | 4.03 211 | 1.20 183 | 7.42 281 | 5.18 320 | 0.76 141 | 7.24 324 | 2.26 290 | 14.57 285 | 8.19 235 | 6.89 233 | 5.13 148 | 4.85 189 | 3.80 174 | 10.49 259 | 1.96 175 | 0.00 1 | 0.12 372 | 0.00 1 | 0.09 364 | 0.33 343 | 0.08 156 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 212 | 10.05 608 | 27.86 603 | 2.06 18 | 3.89 420 | 3.82 91 | 1.73 219 | 8.20 137 | 3.20 93 | 2.36 101 | 4.75 128 | 2.89 136 | 2.70 131 | 4.26 68 | 0.58 17 | 0.04 282 | 0.14 405 | 0.00 1 | 0.44 542 | 0.47 401 | 1.52 540 |
|
| CAS++ |  | 4.07 213 | 1.67 353 | 6.02 215 | 4.17 223 | 1.02 171 | 4.26 113 | 1.68 201 | 19.10 381 | 10.01 270 | 9.18 267 | 9.17 217 | 1.98 100 | 1.41 75 | 9.54 226 | 1.73 154 | 0.02 222 | 0.05 197 | 0.00 1 | 0.00 1 | 0.32 334 | 0.11 191 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-Stereo-DPT-50K |  | 4.15 214 | 9.32 599 | 33.97 622 | 2.49 63 | 3.65 408 | 2.87 49 | 1.51 167 | 8.07 132 | 2.71 69 | 2.04 86 | 4.75 128 | 3.05 138 | 3.21 146 | 2.20 10 | 0.66 27 | 0.03 261 | 0.19 443 | 0.00 1 | 0.41 532 | 0.75 486 | 1.05 511 |
|
| plain |  | 4.15 214 | 1.67 353 | 9.97 427 | 4.86 284 | 2.97 376 | 3.27 68 | 1.41 151 | 8.20 137 | 5.51 169 | 3.37 140 | 16.69 318 | 3.03 137 | 2.71 132 | 14.44 448 | 3.91 309 | 0.14 370 | 0.00 1 | 0.03 289 | 0.01 196 | 0.69 469 | 0.14 226 |
|
| PSi22 |  | 4.19 216 | 1.37 237 | 4.15 100 | 3.83 202 | 0.37 44 | 4.56 132 | 0.25 48 | 7.21 100 | 15.42 346 | 4.31 173 | 6.96 189 | 13.76 374 | 5.93 288 | 13.23 416 | 1.88 166 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.37 362 | 0.20 293 |
|
| DilatedVolume-Stereo |   | 4.23 217 | 1.38 242 | 5.58 193 | 3.85 205 | 1.58 248 | 10.80 384 | 1.02 116 | 11.59 218 | 5.65 173 | 11.75 294 | 9.98 225 | 4.54 182 | 3.29 153 | 9.83 237 | 3.01 256 | 0.05 308 | 0.18 436 | 0.08 366 | 0.23 454 | 0.08 129 | 0.06 126 |
|
| quiztm |  | 4.28 218 | 1.71 364 | 5.37 166 | 4.86 284 | 5.11 501 | 4.60 141 | 2.84 330 | 13.08 255 | 7.79 227 | 8.37 254 | 11.40 259 | 6.75 242 | 2.57 129 | 7.18 136 | 2.59 229 | 0.80 549 | 0.03 139 | 0.00 1 | 0.07 344 | 0.41 379 | 0.11 191 |
|
| MIF-Stereo (partial) |  | 4.33 219 | 1.23 191 | 7.27 271 | 5.04 295 | 5.31 518 | 3.47 76 | 0.95 111 | 9.06 166 | 7.41 219 | 4.15 172 | 15.76 307 | 5.38 202 | 5.22 261 | 11.56 320 | 4.21 323 | 0.04 282 | 0.02 100 | 0.05 322 | 0.03 262 | 0.34 349 | 0.12 201 |
|
| MyStereo07 |  | 4.38 220 | 1.92 415 | 5.06 145 | 6.09 399 | 4.31 452 | 6.54 302 | 9.96 536 | 15.35 302 | 5.15 157 | 4.34 176 | 5.65 167 | 3.15 141 | 5.77 283 | 11.33 309 | 1.81 161 | 0.06 328 | 0.10 338 | 0.03 289 | 0.04 286 | 0.63 458 | 0.30 359 |
|
| XX-TBD |  | 4.45 221 | 10.67 615 | 3.01 23 | 10.28 567 | 0.57 92 | 5.84 255 | 0.07 13 | 7.57 113 | 12.24 297 | 11.43 293 | 14.74 294 | 4.07 165 | 1.66 87 | 4.51 78 | 2.05 187 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.26 280 | 0.01 4 |
|
| rvit_stereo_0083 |  | 4.53 222 | 1.94 419 | 9.94 425 | 7.12 467 | 1.67 261 | 4.98 180 | 2.80 327 | 8.25 140 | 18.22 389 | 4.76 192 | 7.78 202 | 6.41 233 | 4.87 242 | 7.54 149 | 3.74 297 | 0.11 357 | 0.04 160 | 0.00 1 | 0.01 196 | 0.24 264 | 0.16 255 |
|
| FE-Mocha |  | 4.54 223 | 2.08 447 | 9.99 429 | 4.36 248 | 2.16 312 | 4.76 162 | 0.81 96 | 13.59 266 | 4.81 139 | 13.39 339 | 11.04 253 | 11.38 323 | 3.45 157 | 5.97 104 | 2.12 200 | 0.03 261 | 0.14 405 | 0.14 432 | 0.38 525 | 0.12 178 | 0.18 274 |
|
| Reg-Stereo(zero) |  | 4.54 223 | 0.68 33 | 4.39 110 | 3.20 136 | 1.30 210 | 3.29 70 | 0.89 106 | 16.64 329 | 12.89 308 | 10.01 277 | 10.70 247 | 10.29 306 | 4.51 213 | 8.83 200 | 2.63 234 | 0.01 141 | 0.14 405 | 0.00 1 | 0.13 395 | 0.03 46 | 0.17 264 |
|
| NLMM |  | 4.55 225 | 1.18 178 | 5.44 171 | 3.48 164 | 5.88 550 | 13.44 439 | 1.59 183 | 11.98 224 | 8.84 251 | 4.92 198 | 5.44 158 | 6.20 223 | 5.05 253 | 9.85 238 | 7.60 419 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 139 | 0.10 174 |
|
| WQFJA1 |  | 4.56 226 | 1.18 178 | 5.44 171 | 3.48 164 | 5.88 550 | 13.44 439 | 1.59 183 | 11.97 223 | 8.85 252 | 4.92 198 | 5.44 158 | 6.20 223 | 5.05 253 | 10.03 246 | 7.60 419 | 0.01 141 | 0.01 43 | 0.00 1 | 0.00 1 | 0.09 139 | 0.10 174 |
|
| WCG-NET(raft) |  | 4.57 227 | 1.16 172 | 6.01 214 | 2.95 110 | 0.19 4 | 5.09 196 | 2.01 270 | 10.28 195 | 15.34 344 | 8.64 261 | 11.43 260 | 9.63 296 | 5.06 255 | 10.96 285 | 2.19 204 | 0.00 1 | 0.13 388 | 0.00 1 | 0.01 196 | 0.14 192 | 0.12 201 |
|
| CREStereo++_RVC |  | 4.61 228 | 0.99 125 | 3.70 62 | 4.08 215 | 2.01 302 | 3.94 95 | 0.10 22 | 9.10 167 | 16.94 368 | 8.65 262 | 16.77 320 | 4.46 175 | 2.18 108 | 5.72 97 | 3.12 268 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 664 | 0.02 10 | 0.01 4 |
| 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 |  | 4.68 229 | 1.09 155 | 5.54 185 | 4.07 213 | 5.82 545 | 10.92 391 | 3.99 375 | 10.31 196 | 10.17 271 | 5.90 214 | 4.99 140 | 5.79 212 | 5.18 259 | 12.80 393 | 6.89 400 | 0.01 141 | 0.00 1 | 0.01 242 | 0.00 1 | 0.15 200 | 0.06 126 |
|
| iRaftStereo_RVC |  | 4.68 229 | 1.51 285 | 6.89 254 | 4.91 289 | 0.72 134 | 5.26 206 | 0.46 64 | 17.60 341 | 10.47 274 | 9.53 271 | 15.13 299 | 5.75 210 | 3.24 149 | 8.93 204 | 2.22 207 | 0.00 1 | 0.09 318 | 0.00 1 | 0.00 1 | 0.46 394 | 0.41 400 |
|
| WQFJX |  | 4.69 231 | 1.22 186 | 5.36 165 | 3.29 146 | 5.73 541 | 14.19 455 | 1.93 261 | 11.24 216 | 8.68 245 | 5.78 212 | 5.47 161 | 5.72 209 | 5.99 293 | 12.05 348 | 6.87 398 | 0.02 222 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 173 | 0.15 246 |
|
| Former-RAFT_DAM_RVC |  | 4.69 231 | 2.56 484 | 8.72 354 | 4.26 238 | 3.52 403 | 9.22 359 | 1.48 158 | 13.54 264 | 18.88 396 | 7.47 245 | 7.08 191 | 2.04 105 | 2.24 110 | 9.66 230 | 2.27 210 | 0.05 308 | 0.02 100 | 0.07 355 | 0.00 1 | 0.53 429 | 0.21 304 |
|
| TANstereo |  | 4.70 233 | 1.08 149 | 4.01 84 | 3.53 171 | 0.47 70 | 14.26 456 | 0.15 34 | 8.67 159 | 12.54 300 | 12.50 305 | 18.43 339 | 5.20 196 | 4.54 216 | 5.68 95 | 2.07 190 | 0.00 1 | 0.13 388 | 0.00 1 | 0.01 196 | 0.02 10 | 0.63 451 |
|
| rvit_stereo_ft |  | 4.73 234 | 2.68 490 | 9.30 391 | 11.34 593 | 2.74 358 | 4.18 108 | 8.45 510 | 9.77 183 | 9.90 269 | 4.04 167 | 6.26 176 | 6.73 240 | 4.72 233 | 8.99 208 | 5.03 353 | 0.01 141 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 294 | 0.09 162 |
|
| MSKI-zero shot |  | 4.76 235 | 1.56 311 | 5.98 212 | 5.14 313 | 1.13 189 | 6.55 304 | 1.55 177 | 12.76 247 | 8.06 231 | 10.44 283 | 11.50 261 | 13.47 370 | 2.38 119 | 12.07 354 | 1.90 168 | 0.01 141 | 0.20 449 | 0.02 269 | 0.29 490 | 0.14 192 | 0.14 226 |
|
| NLSM1 |  | 4.91 236 | 1.17 175 | 5.72 199 | 4.31 247 | 5.71 540 | 13.78 444 | 1.41 151 | 14.12 280 | 9.85 267 | 5.22 205 | 10.88 252 | 4.43 174 | 4.74 235 | 10.99 286 | 5.64 373 | 0.00 1 | 0.00 1 | 0.01 242 | 0.00 1 | 0.09 139 | 0.04 82 |
|
| NLCSM |  | 4.99 237 | 1.39 244 | 5.75 200 | 5.86 374 | 5.86 549 | 11.21 397 | 3.80 370 | 10.71 208 | 8.54 244 | 8.36 253 | 5.25 149 | 4.57 183 | 6.65 322 | 13.57 428 | 7.59 418 | 0.29 444 | 0.01 43 | 0.00 1 | 0.01 196 | 0.24 264 | 0.13 216 |
|
| MM-Stereo_test1 |  | 5.04 238 | 1.17 175 | 6.08 217 | 5.38 340 | 0.80 148 | 4.99 183 | 7.07 486 | 13.43 263 | 12.00 292 | 12.94 325 | 10.20 235 | 5.92 216 | 6.69 323 | 11.26 307 | 2.19 204 | 0.01 141 | 0.11 359 | 0.00 1 | 0.00 1 | 0.42 383 | 0.07 141 |
|
| sCroCo_RVC |  | 5.06 239 | 3.29 513 | 16.45 545 | 10.72 575 | 6.64 568 | 5.83 253 | 2.74 322 | 9.67 177 | 8.06 231 | 3.66 150 | 9.20 218 | 4.81 187 | 4.95 247 | 8.12 170 | 4.64 337 | 0.64 527 | 0.50 559 | 0.06 344 | 0.03 262 | 0.70 472 | 0.42 403 |
|
| RT-Monster |  | 5.07 240 | 1.10 157 | 4.69 121 | 3.44 157 | 4.24 443 | 5.19 201 | 0.81 96 | 12.47 233 | 19.77 402 | 13.38 338 | 13.37 283 | 9.84 299 | 3.27 150 | 7.69 152 | 1.91 170 | 0.04 282 | 0.08 299 | 0.00 1 | 0.00 1 | 0.05 81 | 0.12 201 |
|
| RAFT-Stereo-weight |  | 5.07 240 | 0.93 111 | 5.57 190 | 4.24 232 | 0.72 134 | 6.05 279 | 1.63 192 | 17.77 346 | 17.16 369 | 10.99 290 | 10.22 237 | 12.06 341 | 1.67 88 | 9.25 218 | 2.69 236 | 0.06 328 | 0.11 359 | 0.00 1 | 0.00 1 | 0.15 200 | 0.12 201 |
|
| tg |  | 5.09 242 | 1.48 271 | 6.73 241 | 4.83 279 | 1.23 205 | 7.57 334 | 0.49 66 | 18.35 361 | 11.87 288 | 9.28 269 | 14.61 291 | 7.15 252 | 4.12 185 | 10.58 260 | 2.74 239 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.45 390 | 0.36 386 |
|
| model_zeroshot |  | 5.12 243 | 1.53 292 | 9.70 417 | 5.33 336 | 1.54 247 | 8.71 352 | 2.23 287 | 15.60 309 | 8.29 239 | 13.74 342 | 10.02 230 | 10.57 310 | 2.97 139 | 8.47 177 | 2.61 230 | 0.02 222 | 0.18 436 | 0.14 432 | 0.25 470 | 0.06 88 | 0.34 377 |
|
| AE-Stereo |  | 5.15 244 | 1.56 311 | 7.99 310 | 8.70 518 | 2.18 313 | 9.12 358 | 3.02 337 | 11.78 220 | 13.30 318 | 4.34 176 | 12.84 276 | 10.83 313 | 4.53 214 | 8.71 191 | 2.82 245 | 0.04 282 | 0.44 543 | 0.05 322 | 0.33 510 | 0.20 234 | 0.17 264 |
|
| 4D-IteraStereo |  | 5.15 244 | 1.47 266 | 7.98 308 | 4.89 288 | 4.69 478 | 6.25 286 | 1.85 249 | 13.23 256 | 16.30 359 | 14.18 348 | 11.26 256 | 8.33 278 | 1.61 81 | 8.07 165 | 2.42 216 | 0.00 1 | 0.05 197 | 0.08 366 | 0.01 196 | 0.19 230 | 0.15 246 |
|
| ManiGeoR |   | 5.19 246 | 1.66 350 | 8.59 347 | 3.09 125 | 3.05 379 | 5.94 265 | 1.66 197 | 19.05 378 | 9.74 263 | 6.25 222 | 14.27 288 | 6.24 226 | 4.97 248 | 12.44 372 | 6.57 393 | 0.01 141 | 0.00 1 | 0.05 322 | 0.00 1 | 0.15 200 | 0.03 51 |
|
| HLf10 |  | 5.19 246 | 1.66 350 | 8.59 347 | 3.09 125 | 3.05 379 | 5.94 265 | 1.66 197 | 19.05 378 | 9.74 263 | 6.25 222 | 14.27 288 | 6.24 226 | 4.97 248 | 12.44 372 | 6.57 393 | 0.01 141 | 0.00 1 | 0.05 322 | 0.00 1 | 0.15 200 | 0.03 51 |
|
| CAS |  | 5.20 248 | 0.78 53 | 3.30 39 | 17.06 636 | 7.59 594 | 8.07 342 | 6.31 454 | 9.46 173 | 9.09 254 | 4.57 183 | 10.67 245 | 1.91 99 | 1.22 64 | 4.18 65 | 2.16 202 | 10.33 655 | 0.02 100 | 0.00 1 | 0.02 237 | 0.44 388 | 6.83 631 |
|
| test_1 |  | 5.20 248 | 1.06 139 | 7.72 295 | 4.21 230 | 0.59 96 | 6.69 307 | 3.03 338 | 12.98 251 | 17.51 378 | 12.35 303 | 8.66 208 | 13.20 361 | 4.12 185 | 9.00 210 | 2.11 197 | 0.00 1 | 0.05 197 | 0.00 1 | 0.32 505 | 0.25 269 | 0.18 274 |
|
| NLMM1 |  | 5.21 250 | 1.29 212 | 6.55 234 | 3.79 199 | 5.49 527 | 12.43 420 | 3.31 350 | 12.18 228 | 15.22 339 | 7.19 243 | 8.46 205 | 5.22 197 | 4.60 222 | 12.03 344 | 6.29 389 | 0.00 1 | 0.02 100 | 0.00 1 | 0.00 1 | 0.10 162 | 0.07 141 |
|
| test-3 |  | 5.21 250 | 1.06 139 | 7.71 294 | 4.19 228 | 0.59 96 | 6.72 310 | 3.01 336 | 12.96 249 | 17.49 377 | 12.53 313 | 8.65 206 | 13.20 361 | 4.14 187 | 9.00 210 | 2.11 197 | 0.00 1 | 0.05 197 | 0.00 1 | 0.32 505 | 0.25 269 | 0.18 274 |
|
| EAI-Stereo |  | 5.21 250 | 1.74 370 | 8.46 338 | 5.69 358 | 1.37 230 | 5.67 244 | 3.52 359 | 18.77 370 | 5.65 173 | 9.75 273 | 16.08 311 | 6.36 232 | 3.57 165 | 11.73 333 | 3.64 290 | 0.01 141 | 0.33 521 | 0.03 289 | 1.06 590 | 0.21 239 | 0.65 459 |
|
| tt1 |  | 5.27 253 | 1.99 426 | 5.11 147 | 6.02 395 | 0.26 10 | 10.59 379 | 4.22 387 | 18.45 363 | 16.31 360 | 6.75 229 | 8.95 212 | 4.75 186 | 9.15 382 | 10.82 278 | 1.61 143 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 286 | 0.26 280 | 0.14 226 |
|
| IGEV-FE |  | 5.28 254 | 2.03 441 | 14.26 515 | 6.10 402 | 1.33 221 | 4.32 115 | 1.03 119 | 14.46 281 | 6.50 189 | 13.33 336 | 11.86 264 | 11.00 315 | 3.47 160 | 10.71 269 | 3.65 292 | 0.03 261 | 0.22 467 | 0.15 439 | 0.26 476 | 0.80 491 | 0.20 293 |
|
| ACVNet-DCA |  | 5.28 254 | 2.00 428 | 4.99 139 | 5.89 376 | 0.26 10 | 10.85 386 | 5.38 418 | 20.20 395 | 11.88 289 | 6.95 236 | 10.01 226 | 4.49 177 | 9.78 397 | 10.79 273 | 1.59 140 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 286 | 0.25 269 | 0.20 293 |
|
| IGEV_Zeroshot_test |  | 5.28 254 | 2.03 441 | 14.26 515 | 6.09 399 | 1.33 221 | 4.32 115 | 1.03 119 | 14.46 281 | 6.50 189 | 13.33 336 | 11.89 265 | 11.01 316 | 3.45 157 | 10.71 269 | 3.64 290 | 0.03 261 | 0.22 467 | 0.15 439 | 0.26 476 | 0.80 491 | 0.20 293 |
|
| HLf8 |  | 5.31 257 | 1.68 359 | 7.70 293 | 3.15 131 | 2.75 359 | 7.19 322 | 1.88 252 | 17.68 343 | 16.71 364 | 7.82 246 | 13.88 285 | 6.00 219 | 3.75 173 | 11.89 341 | 3.81 303 | 0.01 141 | 0.00 1 | 0.01 242 | 0.00 1 | 0.15 200 | 0.04 82 |
|
| RCA-Stereo |  | 5.32 258 | 1.08 149 | 5.91 208 | 4.29 245 | 0.51 80 | 5.65 234 | 4.12 381 | 16.97 333 | 18.67 394 | 8.27 251 | 14.16 286 | 8.86 284 | 8.90 377 | 6.45 113 | 2.18 203 | 0.00 1 | 0.07 263 | 0.10 398 | 0.00 1 | 0.10 162 | 0.07 141 |
|
| cc1 |  | 5.34 259 | 2.00 428 | 4.99 139 | 5.89 376 | 0.26 10 | 10.85 386 | 5.38 418 | 17.85 350 | 15.48 347 | 6.95 236 | 10.01 226 | 4.49 177 | 9.78 397 | 10.79 273 | 1.59 140 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 286 | 0.30 312 | 0.13 216 |
|
| TestStereo_HL1 |  | 5.36 260 | 1.64 343 | 8.56 343 | 3.10 127 | 2.91 369 | 5.56 228 | 1.46 157 | 18.18 359 | 12.95 309 | 9.13 266 | 13.21 280 | 6.23 225 | 4.81 240 | 13.29 418 | 5.81 377 | 0.02 222 | 0.00 1 | 0.09 378 | 0.00 1 | 0.17 222 | 0.03 51 |
|
| PMTNet |  | 5.36 260 | 0.97 119 | 3.42 46 | 1.97 11 | 1.30 210 | 8.96 353 | 0.69 84 | 12.33 230 | 12.16 294 | 8.50 258 | 11.35 257 | 6.09 220 | 4.50 212 | 9.34 222 | 2.70 237 | 22.71 671 | 0.01 43 | 0.04 311 | 0.02 237 | 0.06 88 | 0.01 4 |
|
| cross-raft |  | 5.37 262 | 1.23 191 | 6.66 239 | 5.91 381 | 1.25 206 | 6.00 271 | 1.48 158 | 15.82 315 | 7.70 225 | 12.95 326 | 20.80 381 | 11.63 326 | 4.42 199 | 8.59 181 | 2.23 208 | 0.01 141 | 0.21 457 | 0.00 1 | 0.22 445 | 0.21 239 | 0.10 174 |
|
| TestStereo_HL3 |  | 5.39 263 | 1.55 300 | 10.89 456 | 3.15 131 | 2.44 333 | 3.97 97 | 1.52 170 | 16.53 326 | 9.21 256 | 6.79 232 | 14.81 296 | 7.27 256 | 4.58 220 | 14.45 450 | 10.22 479 | 0.00 1 | 0.01 43 | 0.00 1 | 0.00 1 | 0.32 334 | 0.01 4 |
|
| xyz-stereo-finetune |  | 5.39 263 | 1.47 266 | 5.53 183 | 2.65 77 | 0.30 24 | 11.94 408 | 3.28 343 | 12.96 249 | 21.28 422 | 8.14 248 | 12.32 272 | 6.19 222 | 3.62 170 | 11.80 337 | 5.98 380 | 0.01 141 | 0.02 100 | 0.00 1 | 0.02 237 | 0.16 211 | 0.04 82 |
|
| HH |  | 5.47 265 | 2.08 447 | 9.00 369 | 4.88 286 | 1.07 180 | 4.93 176 | 3.60 366 | 16.68 330 | 6.83 197 | 8.39 255 | 12.14 269 | 15.05 392 | 9.06 380 | 12.68 385 | 1.93 173 | 0.02 222 | 0.17 428 | 0.18 454 | 0.00 1 | 0.28 294 | 0.48 421 |
|
| HanStereo |  | 5.47 265 | 2.08 447 | 9.00 369 | 4.88 286 | 1.07 180 | 4.93 176 | 3.60 366 | 16.68 330 | 6.83 197 | 8.39 255 | 12.14 269 | 15.05 392 | 9.06 380 | 12.68 385 | 1.93 173 | 0.02 222 | 0.17 428 | 0.18 454 | 0.00 1 | 0.28 294 | 0.48 421 |
|
| test_4 |  | 5.47 265 | 0.98 120 | 5.56 189 | 6.55 433 | 0.62 103 | 5.53 222 | 1.88 252 | 11.68 219 | 6.00 179 | 12.60 317 | 30.86 512 | 7.48 265 | 3.87 175 | 12.25 364 | 2.97 253 | 0.00 1 | 0.07 263 | 0.03 289 | 0.14 401 | 0.34 349 | 0.04 82 |
|
| HUI-Stereo |  | 5.48 268 | 1.74 370 | 9.01 371 | 5.08 301 | 0.42 59 | 5.65 234 | 2.77 324 | 12.55 241 | 7.03 210 | 12.54 315 | 18.10 333 | 13.07 359 | 6.71 325 | 9.92 241 | 3.74 297 | 0.61 520 | 0.08 299 | 0.09 378 | 0.00 1 | 0.22 242 | 0.23 322 |
|
| RAFT-Stereo + iAFF |  | 5.48 268 | 1.66 350 | 7.56 284 | 3.49 166 | 0.40 51 | 2.75 43 | 0.67 80 | 16.07 320 | 14.76 334 | 12.27 300 | 18.67 344 | 11.95 336 | 8.08 362 | 7.84 158 | 2.89 247 | 0.01 141 | 0.06 234 | 0.00 1 | 0.00 1 | 0.37 362 | 0.04 82 |
|
| ROB_FTStereo |  | 5.49 270 | 1.74 370 | 8.96 366 | 5.09 302 | 0.42 59 | 5.65 234 | 1.68 201 | 12.53 240 | 7.00 203 | 12.53 313 | 18.00 330 | 13.02 355 | 6.74 328 | 11.51 317 | 3.81 303 | 0.60 516 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.22 312 |
|
| PSM-adaLoss |  | 5.50 271 | 1.74 370 | 9.03 375 | 5.09 302 | 0.42 59 | 5.66 239 | 1.98 268 | 12.50 234 | 7.01 208 | 12.52 307 | 18.13 336 | 12.96 351 | 6.77 333 | 11.11 293 | 3.83 305 | 0.72 533 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.22 312 |
|
| TestStereo-Hl |   | 5.53 272 | 1.63 341 | 9.60 404 | 3.03 120 | 2.45 334 | 5.92 264 | 1.38 150 | 18.94 375 | 12.88 307 | 9.59 272 | 15.74 306 | 5.85 214 | 4.85 241 | 13.11 410 | 5.14 357 | 0.11 357 | 0.00 1 | 0.15 439 | 0.00 1 | 0.16 211 | 0.02 17 |
|
| ROB_FTStereo_v2 |  | 5.53 272 | 1.74 370 | 8.97 368 | 5.09 302 | 0.42 59 | 5.64 233 | 2.02 271 | 12.50 234 | 7.00 203 | 12.51 306 | 18.10 333 | 12.99 352 | 6.72 326 | 11.50 316 | 4.04 321 | 0.70 529 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.23 322 |
|
| CRE-IMP |  | 5.53 272 | 1.63 341 | 9.62 406 | 5.65 353 | 0.48 75 | 7.02 319 | 1.70 205 | 11.84 221 | 8.33 240 | 12.99 328 | 16.02 310 | 11.08 318 | 6.23 303 | 12.06 351 | 5.06 354 | 0.28 442 | 0.07 263 | 0.09 378 | 0.00 1 | 0.24 264 | 0.21 304 |
|
| RAFT-IKP |  | 5.53 272 | 1.74 370 | 8.95 363 | 5.09 302 | 0.41 54 | 5.45 217 | 2.08 277 | 12.52 237 | 7.00 203 | 12.52 307 | 18.13 336 | 12.93 350 | 6.79 334 | 11.59 324 | 3.99 316 | 0.80 549 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.22 312 |
|
| LL-Strereo2 |  | 5.54 276 | 2.17 458 | 9.12 381 | 5.65 353 | 2.54 341 | 6.48 298 | 2.27 291 | 15.08 293 | 7.79 227 | 10.99 290 | 10.26 238 | 15.94 406 | 3.50 163 | 13.25 417 | 3.63 289 | 0.00 1 | 0.13 388 | 1.34 590 | 0.10 377 | 0.30 312 | 0.19 288 |
|
| iGMRVC |  | 5.54 276 | 1.74 370 | 9.01 371 | 5.09 302 | 0.42 59 | 5.66 239 | 1.81 244 | 12.61 244 | 7.02 209 | 12.52 307 | 18.11 335 | 13.02 355 | 6.64 321 | 11.57 321 | 4.16 322 | 0.82 552 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.21 304 |
|
| Gwc-CoAtRS |  | 5.54 276 | 1.22 186 | 8.40 331 | 4.28 241 | 1.36 229 | 6.93 316 | 1.31 139 | 15.48 304 | 15.03 336 | 12.62 318 | 13.32 281 | 12.74 348 | 5.71 281 | 8.61 182 | 2.98 255 | 0.01 141 | 0.22 467 | 0.00 1 | 0.29 490 | 0.28 294 | 0.07 141 |
|
| test_3 |  | 5.55 279 | 1.02 130 | 8.07 315 | 6.18 407 | 0.54 86 | 9.00 354 | 3.28 343 | 13.55 265 | 18.66 393 | 11.97 297 | 8.89 211 | 13.98 376 | 4.05 183 | 8.96 206 | 2.10 196 | 0.00 1 | 0.05 197 | 0.00 1 | 0.31 502 | 0.26 280 | 0.18 274 |
|
| CFNet-RSSM |  | 5.55 279 | 1.08 149 | 8.60 349 | 4.30 246 | 1.21 203 | 6.42 297 | 1.25 133 | 16.12 321 | 17.84 382 | 13.12 329 | 11.14 255 | 11.84 331 | 5.52 270 | 9.14 215 | 2.35 214 | 0.01 141 | 0.20 449 | 0.00 1 | 0.36 518 | 0.34 349 | 0.07 141 |
|
| TestStereo_HLe17 |  | 5.56 281 | 1.69 362 | 9.09 379 | 3.07 123 | 2.43 332 | 7.21 323 | 2.98 334 | 17.93 353 | 16.13 358 | 8.49 257 | 16.14 313 | 5.57 208 | 4.29 194 | 12.87 395 | 3.21 275 | 0.04 282 | 0.00 1 | 0.01 242 | 0.00 1 | 0.10 162 | 0.04 82 |
|
| Patchmatch Stereo++ |  | 5.56 281 | 1.74 370 | 9.01 371 | 5.09 302 | 0.41 54 | 5.66 239 | 2.40 303 | 12.52 237 | 7.00 203 | 12.52 307 | 18.08 331 | 13.02 355 | 6.74 328 | 11.59 324 | 4.01 318 | 0.78 543 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.22 312 |
| 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 |  | 5.56 281 | 1.74 370 | 9.01 371 | 5.09 302 | 0.41 54 | 5.66 239 | 2.40 303 | 12.52 237 | 7.00 203 | 12.52 307 | 18.08 331 | 13.02 355 | 6.74 328 | 11.59 324 | 4.01 318 | 0.78 543 | 0.09 318 | 0.09 378 | 0.00 1 | 0.22 242 | 0.22 312 |
|
| raftrobust |  | 5.56 281 | 1.42 251 | 6.00 213 | 7.04 461 | 5.11 501 | 4.90 175 | 1.88 252 | 17.13 336 | 13.72 322 | 11.87 295 | 11.58 262 | 7.82 268 | 9.21 383 | 10.28 251 | 2.92 251 | 0.02 222 | 0.05 197 | 0.00 1 | 0.00 1 | 0.22 242 | 0.11 191 |
|
| 1test111 |  | 5.59 285 | 2.00 428 | 4.99 139 | 5.89 376 | 0.26 10 | 10.85 386 | 5.38 418 | 20.20 395 | 11.88 289 | 6.95 236 | 10.01 226 | 4.49 177 | 9.78 397 | 11.09 291 | 7.45 411 | 0.00 1 | 0.05 197 | 0.00 1 | 0.04 286 | 0.25 269 | 0.20 293 |
|
| xyz-stereo-finetune2 |  | 5.60 286 | 1.64 343 | 5.87 206 | 2.44 56 | 0.32 27 | 15.39 481 | 1.90 257 | 10.59 206 | 5.28 161 | 10.58 284 | 17.82 328 | 7.37 262 | 8.93 378 | 14.86 458 | 8.46 447 | 0.01 141 | 0.02 100 | 0.08 366 | 0.14 401 | 0.23 257 | 0.04 82 |
|
| test-1 |  | 5.62 287 | 1.53 292 | 14.78 526 | 7.44 480 | 1.11 185 | 7.99 340 | 1.19 127 | 13.03 253 | 12.04 293 | 9.39 270 | 15.23 301 | 11.15 321 | 5.56 273 | 7.06 133 | 3.57 285 | 0.07 339 | 0.50 559 | 0.00 1 | 0.10 377 | 0.16 211 | 0.47 417 |
|
| DeepStereo_RVC |  | 5.65 288 | 1.65 346 | 9.06 377 | 5.21 326 | 0.56 90 | 5.55 227 | 1.84 248 | 12.16 227 | 7.22 213 | 13.94 344 | 14.96 297 | 12.58 344 | 10.27 406 | 11.25 306 | 5.81 377 | 0.39 474 | 0.10 338 | 0.11 411 | 0.00 1 | 0.18 226 | 0.22 312 |
|
| HLF11 |  | 5.67 289 | 1.55 300 | 8.56 343 | 3.38 153 | 3.06 381 | 4.57 135 | 1.23 131 | 18.20 360 | 9.49 261 | 9.83 275 | 16.96 321 | 7.53 267 | 4.93 246 | 15.35 465 | 8.47 448 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 257 | 0.01 4 |
|
| MM-Stereo_test3 |  | 5.71 290 | 1.22 186 | 5.59 194 | 5.84 373 | 5.43 524 | 4.74 159 | 6.54 468 | 19.30 383 | 23.72 455 | 8.53 259 | 11.36 258 | 7.15 252 | 2.84 137 | 8.62 184 | 2.51 225 | 0.05 308 | 0.07 263 | 0.00 1 | 0.00 1 | 0.45 390 | 0.17 264 |
|
| EKT-Stereo |  | 5.73 291 | 1.42 251 | 7.85 299 | 7.16 469 | 5.35 520 | 5.22 202 | 4.41 391 | 18.13 358 | 14.05 324 | 8.77 263 | 12.85 277 | 9.55 295 | 4.26 193 | 11.19 302 | 2.45 222 | 0.45 488 | 0.23 475 | 0.07 355 | 0.10 377 | 0.16 211 | 0.87 492 |
|
| NRIStereo |  | 5.73 291 | 1.67 353 | 8.42 333 | 5.72 364 | 0.41 54 | 6.71 309 | 2.60 315 | 14.73 289 | 10.71 279 | 12.39 304 | 15.07 298 | 11.58 325 | 6.23 303 | 12.06 351 | 4.78 341 | 0.61 520 | 0.17 428 | 0.11 411 | 0.00 1 | 0.28 294 | 0.27 346 |
|
| rvit_0105_6 |  | 5.74 293 | 2.76 491 | 14.29 517 | 9.83 552 | 1.73 267 | 5.18 200 | 5.24 413 | 10.21 194 | 20.31 408 | 6.26 224 | 6.78 182 | 10.10 305 | 6.43 314 | 11.20 304 | 3.33 280 | 0.18 388 | 0.29 506 | 0.00 1 | 0.00 1 | 0.51 422 | 0.14 226 |
|
| RAFT-Test |  | 5.75 294 | 1.32 224 | 6.77 248 | 4.07 213 | 1.71 265 | 9.95 365 | 1.56 181 | 15.78 314 | 8.34 242 | 12.73 321 | 23.83 421 | 11.80 329 | 4.69 226 | 8.99 208 | 2.57 228 | 0.01 141 | 0.29 506 | 0.00 1 | 0.38 525 | 0.16 211 | 0.07 141 |
|
| Selective-RAFT |  | 5.78 295 | 0.83 70 | 10.24 438 | 6.70 444 | 0.72 134 | 15.49 486 | 1.13 124 | 13.82 278 | 15.41 345 | 6.97 240 | 6.97 190 | 11.63 326 | 8.27 365 | 12.32 366 | 4.73 339 | 0.10 351 | 0.01 43 | 0.00 1 | 0.26 476 | 0.07 112 | 0.03 51 |
|
| TestStereo_HL2 |  | 5.83 296 | 1.51 285 | 9.49 400 | 3.05 121 | 2.69 352 | 6.23 284 | 2.02 271 | 20.08 393 | 10.50 275 | 7.29 244 | 20.02 363 | 7.38 264 | 6.70 324 | 13.13 411 | 6.24 387 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 302 | 0.02 17 |
|
| 11t1 |  | 5.86 297 | 1.10 157 | 7.74 297 | 5.18 320 | 1.44 232 | 13.82 447 | 2.36 295 | 14.92 292 | 7.26 216 | 12.98 327 | 11.10 254 | 11.24 322 | 9.30 385 | 11.59 324 | 6.54 391 | 0.10 351 | 0.16 423 | 0.00 1 | 0.01 196 | 0.18 226 | 0.23 322 |
|
| s12784h |  | 5.87 298 | 0.88 91 | 4.11 96 | 3.01 117 | 0.51 80 | 18.49 537 | 0.98 114 | 18.89 374 | 17.60 379 | 12.52 307 | 12.46 273 | 7.87 270 | 5.01 252 | 11.05 289 | 3.13 270 | 0.73 537 | 0.01 43 | 0.04 311 | 0.00 1 | 0.07 112 | 0.01 4 |
|
| H2IRNET |  | 5.89 299 | 1.14 167 | 6.65 237 | 4.13 221 | 2.24 318 | 4.15 103 | 0.73 89 | 12.10 226 | 13.21 314 | 7.09 241 | 20.45 373 | 15.74 402 | 10.74 412 | 10.36 254 | 7.84 427 | 0.06 328 | 0.00 1 | 0.07 355 | 0.53 555 | 0.37 362 | 0.16 255 |
|
| anonymousdsp2 |  | 5.93 300 | 1.54 297 | 8.34 325 | 4.43 255 | 0.38 49 | 9.24 360 | 4.11 379 | 21.92 423 | 17.36 374 | 12.28 302 | 10.08 233 | 10.05 302 | 4.42 199 | 11.04 288 | 2.54 227 | 0.01 141 | 0.02 100 | 0.30 503 | 0.18 420 | 0.21 239 | 0.18 274 |
|
| GMStereo |   | 5.94 301 | 3.84 532 | 10.86 454 | 5.13 312 | 0.71 125 | 7.27 326 | 2.66 320 | 12.38 231 | 25.14 472 | 12.01 299 | 10.66 244 | 5.12 193 | 3.46 159 | 11.39 312 | 6.16 386 | 0.45 488 | 0.02 100 | 0.05 322 | 0.31 502 | 0.86 497 | 0.25 336 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RALCasStereoNet |  | 5.95 302 | 2.02 438 | 7.09 264 | 7.06 462 | 5.10 500 | 6.36 294 | 5.44 424 | 13.97 279 | 13.25 316 | 9.93 276 | 17.45 324 | 10.37 308 | 3.89 176 | 11.64 329 | 4.24 326 | 0.02 222 | 0.46 550 | 0.10 398 | 0.00 1 | 0.20 234 | 0.31 367 |
|
| GMOStereo |  | 5.97 303 | 1.55 300 | 7.18 265 | 5.17 315 | 0.71 125 | 5.54 223 | 2.21 282 | 10.54 202 | 12.86 303 | 18.29 455 | 22.01 399 | 17.06 422 | 6.27 305 | 6.62 119 | 2.43 217 | 0.00 1 | 0.23 475 | 0.12 415 | 0.00 1 | 0.46 394 | 0.10 174 |
|
| error version |  | 5.97 303 | 1.55 300 | 7.18 265 | 5.17 315 | 0.71 125 | 5.54 223 | 2.21 282 | 10.54 202 | 12.86 303 | 18.29 455 | 22.01 399 | 17.06 422 | 6.27 305 | 6.62 119 | 2.43 217 | 0.00 1 | 0.23 475 | 0.12 415 | 0.00 1 | 0.46 394 | 0.10 174 |
|
| test-v |  | 5.97 303 | 1.55 300 | 7.18 265 | 5.17 315 | 0.71 125 | 5.54 223 | 2.21 282 | 10.54 202 | 12.86 303 | 18.29 455 | 22.01 399 | 17.06 422 | 6.27 305 | 6.62 119 | 2.43 217 | 0.00 1 | 0.23 475 | 0.12 415 | 0.00 1 | 0.46 394 | 0.10 174 |
|
| test-2 |  | 5.97 303 | 1.55 300 | 7.18 265 | 5.17 315 | 0.71 125 | 5.54 223 | 2.21 282 | 10.54 202 | 12.86 303 | 18.29 455 | 22.01 399 | 17.06 422 | 6.27 305 | 6.62 119 | 2.43 217 | 0.00 1 | 0.23 475 | 0.12 415 | 0.00 1 | 0.46 394 | 0.10 174 |
|
| xx1 |  | 5.99 307 | 2.00 428 | 4.99 139 | 5.89 376 | 0.26 10 | 10.85 386 | 5.38 418 | 17.84 348 | 15.48 347 | 6.95 236 | 10.01 226 | 16.02 409 | 11.15 424 | 10.79 273 | 1.59 140 | 0.00 1 | 0.05 197 | 0.02 269 | 0.05 314 | 0.25 269 | 0.20 293 |
|
| rafts_anoy |  | 6.02 308 | 1.67 353 | 6.27 228 | 6.53 430 | 4.98 490 | 5.30 208 | 2.53 310 | 13.77 275 | 21.01 416 | 12.70 320 | 16.23 314 | 8.56 281 | 5.65 279 | 9.09 213 | 5.22 360 | 0.04 282 | 0.31 513 | 0.09 378 | 0.03 262 | 0.25 269 | 0.17 264 |
|
| TestStereo |  | 6.02 308 | 2.55 483 | 7.33 277 | 5.57 349 | 1.68 264 | 6.05 279 | 1.78 237 | 13.73 272 | 16.40 363 | 10.87 289 | 23.79 420 | 9.00 286 | 5.63 278 | 11.26 307 | 3.96 313 | 0.09 345 | 0.01 43 | 0.00 1 | 0.00 1 | 0.69 469 | 0.01 4 |
|
| Any-RAFT |  | 6.04 310 | 1.16 172 | 4.52 115 | 4.47 256 | 1.20 201 | 10.46 373 | 1.97 267 | 21.84 418 | 15.52 349 | 11.21 292 | 19.37 351 | 13.34 364 | 4.72 233 | 8.65 188 | 2.03 186 | 0.01 141 | 0.19 443 | 0.00 1 | 0.00 1 | 0.04 67 | 0.08 156 |
|
| iRaft-Stereo_20w |  | 6.06 311 | 1.84 402 | 12.04 476 | 4.23 231 | 1.67 261 | 6.77 313 | 2.22 286 | 18.73 369 | 6.08 181 | 14.72 358 | 10.33 239 | 13.42 369 | 8.14 363 | 15.88 481 | 3.08 267 | 0.01 141 | 0.24 486 | 0.13 427 | 0.39 528 | 0.61 452 | 0.71 469 |
|
| DCRE |  | 6.07 312 | 1.75 379 | 8.41 332 | 7.20 470 | 3.82 419 | 6.48 298 | 4.18 386 | 15.52 306 | 10.42 273 | 9.24 268 | 22.47 409 | 11.71 328 | 5.46 267 | 10.62 264 | 3.02 259 | 0.02 222 | 0.26 497 | 0.05 322 | 0.30 497 | 0.15 200 | 0.24 329 |
|
| XX-Stereo |  | 6.14 313 | 1.47 266 | 9.11 380 | 11.87 600 | 6.76 572 | 3.27 68 | 0.93 109 | 15.13 295 | 5.43 166 | 8.79 265 | 28.46 475 | 13.71 373 | 2.22 109 | 11.51 317 | 2.07 190 | 0.20 400 | 0.24 486 | 0.08 366 | 0.29 490 | 1.04 510 | 0.13 216 |
|
| AFF-stereo |  | 6.17 314 | 1.61 330 | 7.02 261 | 4.08 215 | 0.64 107 | 3.53 82 | 0.76 91 | 16.00 319 | 13.14 312 | 12.86 322 | 25.42 437 | 15.67 401 | 7.86 356 | 11.12 294 | 3.21 275 | 0.02 222 | 0.06 234 | 0.00 1 | 0.00 1 | 0.40 376 | 0.08 156 |
|
| knoymous |  | 6.19 315 | 1.49 277 | 4.49 113 | 3.81 200 | 1.87 287 | 5.84 255 | 5.76 432 | 14.51 283 | 14.18 327 | 13.31 335 | 21.59 395 | 12.64 345 | 6.49 317 | 12.41 371 | 4.03 320 | 0.12 363 | 0.13 388 | 0.12 415 | 0.00 1 | 0.71 474 | 0.35 382 |
|
| TRStereo |  | 6.22 316 | 6.09 572 | 11.30 460 | 9.19 531 | 7.41 590 | 4.75 161 | 1.74 223 | 19.70 386 | 11.74 287 | 10.61 285 | 8.65 206 | 10.67 311 | 3.22 148 | 13.81 434 | 3.60 288 | 0.31 449 | 0.23 475 | 0.12 415 | 0.36 518 | 0.48 404 | 0.38 390 |
|
| AnonymousM |  | 6.33 317 | 11.42 623 | 3.06 26 | 3.93 208 | 1.49 239 | 4.54 131 | 3.29 345 | 11.00 213 | 7.70 225 | 16.52 411 | 9.38 221 | 9.07 287 | 3.97 179 | 7.10 134 | 3.01 256 | 0.43 484 | 0.07 263 | 22.69 667 | 7.67 653 | 0.06 88 | 0.21 304 |
|
| AIO-test1 |  | 6.38 318 | 1.41 250 | 5.70 198 | 9.77 548 | 5.61 531 | 9.09 356 | 1.79 238 | 21.63 416 | 20.69 412 | 6.75 229 | 17.68 326 | 8.19 276 | 4.99 250 | 10.38 255 | 3.16 271 | 0.01 141 | 0.01 43 | 0.00 1 | 0.13 395 | 0.28 294 | 0.26 340 |
|
| MyStereo06 |  | 6.40 319 | 1.76 385 | 13.15 491 | 6.19 408 | 4.40 460 | 7.09 320 | 9.95 534 | 16.68 330 | 6.98 202 | 12.91 323 | 10.76 251 | 17.84 443 | 5.71 281 | 9.97 244 | 3.39 283 | 0.06 328 | 0.10 338 | 0.02 269 | 0.04 286 | 0.73 480 | 0.29 356 |
|
| DCANet-4 |  | 6.41 320 | 1.02 130 | 9.66 411 | 3.41 155 | 0.68 114 | 4.73 154 | 1.70 205 | 17.70 344 | 24.33 465 | 15.10 369 | 20.25 367 | 6.45 235 | 8.65 370 | 8.47 177 | 5.31 364 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 139 | 0.63 451 |
|
| riskmin |  | 6.42 321 | 1.29 212 | 6.76 247 | 3.95 209 | 2.25 319 | 10.49 374 | 2.53 310 | 15.11 294 | 17.60 379 | 9.77 274 | 12.91 278 | 15.25 397 | 12.04 449 | 11.58 322 | 5.11 355 | 0.14 370 | 0.24 486 | 0.13 427 | 0.03 262 | 0.61 452 | 0.69 464 |
|
| DisPM |  | 6.43 322 | 1.31 220 | 8.36 327 | 6.61 439 | 1.06 179 | 5.83 253 | 3.82 372 | 13.04 254 | 11.63 286 | 16.38 406 | 23.88 423 | 12.80 349 | 6.50 318 | 13.03 409 | 3.04 261 | 0.51 503 | 0.01 43 | 0.08 366 | 0.15 410 | 0.10 162 | 0.42 403 |
|
| Lsterematch |  | 6.44 323 | 1.75 379 | 6.90 255 | 3.57 179 | 0.63 105 | 8.44 349 | 1.54 175 | 12.51 236 | 16.89 367 | 16.22 401 | 25.52 439 | 9.64 297 | 4.42 199 | 12.06 351 | 7.98 432 | 0.00 1 | 0.04 160 | 0.00 1 | 0.00 1 | 0.29 302 | 0.31 367 |
|
| DCANet |  | 6.46 324 | 1.59 321 | 7.28 272 | 3.51 170 | 0.68 114 | 4.77 167 | 1.75 226 | 15.33 300 | 23.62 450 | 15.55 385 | 20.73 380 | 7.31 259 | 11.56 439 | 8.83 200 | 5.26 362 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.26 280 | 1.11 516 |
|
| RALAANet |  | 6.49 325 | 2.49 480 | 9.69 416 | 7.09 463 | 4.98 490 | 6.23 284 | 1.68 201 | 19.90 391 | 14.26 328 | 15.04 368 | 14.56 290 | 12.69 347 | 4.38 197 | 12.91 399 | 3.07 264 | 0.02 222 | 0.07 263 | 0.00 1 | 0.10 377 | 0.51 422 | 0.15 246 |
|
| Pruner-Stereo |  | 6.59 326 | 1.51 285 | 8.71 353 | 6.34 417 | 0.85 154 | 5.66 239 | 4.15 382 | 13.74 273 | 11.02 280 | 18.11 450 | 22.09 404 | 15.86 405 | 5.80 284 | 11.75 335 | 5.15 358 | 0.60 516 | 0.02 100 | 0.18 454 | 0.10 377 | 0.07 112 | 0.16 255 |
|
| sAnonymous2 |  | 6.59 326 | 6.21 574 | 19.05 570 | 8.91 521 | 5.27 514 | 4.58 137 | 6.69 474 | 15.56 307 | 11.12 283 | 4.86 195 | 8.71 209 | 3.81 159 | 7.93 357 | 7.38 143 | 2.89 247 | 0.09 345 | 0.07 263 | 0.05 322 | 0.28 486 | 11.25 647 | 7.10 636 |
|
| CroCo_RVC |  | 6.59 326 | 6.21 574 | 19.05 570 | 8.91 521 | 5.27 514 | 4.58 137 | 6.69 474 | 15.56 307 | 11.12 283 | 4.86 195 | 8.71 209 | 3.81 159 | 7.93 357 | 7.38 143 | 2.89 247 | 0.09 345 | 0.07 263 | 0.05 322 | 0.28 486 | 11.25 647 | 7.10 636 |
|
| SST-Stereo |  | 6.60 329 | 1.46 264 | 8.37 328 | 6.68 442 | 0.77 142 | 6.01 274 | 1.93 261 | 14.68 288 | 9.24 257 | 19.09 473 | 20.43 372 | 16.86 420 | 8.59 369 | 13.49 424 | 3.80 302 | 0.22 411 | 0.05 197 | 0.13 427 | 0.00 1 | 0.08 129 | 0.05 112 |
|
| PSM-softLoss |  | 6.61 330 | 1.60 325 | 9.42 397 | 6.48 425 | 0.88 158 | 5.65 234 | 2.04 274 | 22.64 428 | 8.77 246 | 13.95 345 | 22.11 406 | 13.01 353 | 5.22 261 | 12.73 389 | 6.05 381 | 0.49 497 | 0.06 234 | 0.27 487 | 0.56 558 | 0.16 211 | 0.06 126 |
|
| KMStereo |  | 6.61 330 | 1.60 325 | 9.42 397 | 6.48 425 | 0.88 158 | 5.65 234 | 2.04 274 | 22.64 428 | 8.77 246 | 13.95 345 | 22.11 406 | 13.01 353 | 5.22 261 | 12.73 389 | 6.05 381 | 0.49 497 | 0.06 234 | 0.27 487 | 0.56 558 | 0.16 211 | 0.06 126 |
|
| ADStereo(finetuned) |  | 6.68 332 | 1.59 321 | 9.70 417 | 3.49 166 | 0.68 114 | 4.79 168 | 1.75 226 | 15.33 300 | 23.64 451 | 15.56 386 | 20.68 375 | 7.30 258 | 13.85 486 | 8.71 191 | 5.17 359 | 0.00 1 | 0.05 197 | 0.00 1 | 0.00 1 | 0.25 269 | 1.05 511 |
|
| PFNet+ |  | 6.68 332 | 1.40 246 | 9.60 404 | 5.64 352 | 0.85 154 | 5.79 252 | 1.74 223 | 13.63 267 | 15.30 342 | 17.88 443 | 21.38 392 | 14.52 384 | 6.07 294 | 12.74 391 | 4.89 349 | 0.63 525 | 0.20 449 | 0.11 411 | 0.30 497 | 0.05 81 | 0.91 498 |
|
| rvit_0105_4 |  | 6.69 334 | 2.81 493 | 15.46 530 | 10.22 564 | 1.58 248 | 5.99 269 | 5.81 433 | 13.77 275 | 23.65 452 | 7.16 242 | 9.46 222 | 12.64 345 | 7.78 354 | 12.03 344 | 3.83 305 | 0.19 392 | 0.47 552 | 0.00 1 | 0.01 196 | 0.60 450 | 0.37 387 |
|
| raft+_RVC |  | 6.69 334 | 1.61 330 | 5.57 190 | 6.37 418 | 4.62 475 | 6.51 301 | 6.18 451 | 20.39 402 | 23.38 447 | 10.62 287 | 17.82 328 | 9.89 300 | 5.65 279 | 10.70 268 | 3.67 294 | 0.00 1 | 0.14 405 | 0.00 1 | 0.00 1 | 0.34 349 | 0.27 346 |
|
| NF-Stereo |  | 6.72 336 | 1.59 321 | 8.93 359 | 6.60 437 | 0.73 139 | 6.27 289 | 3.38 352 | 20.21 401 | 18.01 385 | 13.22 334 | 19.46 355 | 11.82 330 | 6.16 299 | 12.39 370 | 4.74 340 | 0.33 452 | 0.06 234 | 0.20 465 | 0.23 454 | 0.08 129 | 0.05 112 |
|
| RE-Stereo |  | 6.73 337 | 1.58 318 | 8.94 361 | 6.59 434 | 0.71 125 | 6.27 289 | 3.51 357 | 20.20 395 | 17.99 383 | 13.21 331 | 19.46 355 | 11.94 334 | 6.20 301 | 12.34 367 | 4.79 344 | 0.34 456 | 0.05 197 | 0.20 465 | 0.23 454 | 0.09 139 | 0.05 112 |
|
| TVStereo |  | 6.73 337 | 1.58 318 | 8.94 361 | 6.59 434 | 0.71 125 | 6.27 289 | 3.51 357 | 20.20 395 | 17.99 383 | 13.21 331 | 19.46 355 | 11.94 334 | 6.20 301 | 12.34 367 | 4.79 344 | 0.34 456 | 0.05 197 | 0.20 465 | 0.23 454 | 0.09 139 | 0.05 112 |
|
| OCTAStereo |  | 6.74 339 | 1.59 321 | 8.96 366 | 6.60 437 | 0.72 134 | 6.25 286 | 3.50 355 | 20.20 395 | 18.03 386 | 13.21 331 | 19.45 353 | 12.07 342 | 6.16 299 | 12.36 369 | 4.78 341 | 0.35 459 | 0.06 234 | 0.20 465 | 0.23 454 | 0.09 139 | 0.05 112 |
|
| DIP-Stereo |  | 6.74 339 | 1.93 418 | 10.02 434 | 4.28 241 | 1.64 258 | 13.54 441 | 1.52 170 | 15.16 296 | 6.63 193 | 14.30 353 | 26.81 456 | 10.90 314 | 5.19 260 | 14.78 457 | 7.56 415 | 0.00 1 | 0.06 234 | 0.05 322 | 0.00 1 | 0.17 222 | 0.17 264 |
| 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 |  | 6.75 341 | 1.67 353 | 12.34 478 | 4.67 269 | 1.47 234 | 10.01 366 | 2.24 288 | 26.43 473 | 17.22 370 | 14.72 358 | 12.75 274 | 7.02 250 | 9.68 395 | 8.44 176 | 5.26 362 | 0.01 141 | 0.04 160 | 0.05 322 | 0.09 364 | 0.35 353 | 0.55 436 |
|
| RAFT-345 |  | 6.79 342 | 1.29 212 | 6.80 250 | 5.06 298 | 0.91 163 | 5.61 231 | 3.32 351 | 13.36 262 | 10.17 271 | 13.73 341 | 43.66 627 | 9.12 289 | 5.38 266 | 12.29 365 | 4.44 331 | 0.32 450 | 0.05 197 | 0.09 378 | 0.06 333 | 0.06 88 | 0.03 51 |
|
| x |  | 6.80 343 | 1.36 235 | 6.94 257 | 4.58 265 | 1.88 288 | 10.78 383 | 4.55 396 | 19.79 389 | 10.62 276 | 12.69 319 | 19.54 358 | 14.87 390 | 10.11 403 | 9.52 225 | 8.03 436 | 0.07 339 | 0.15 412 | 0.04 311 | 0.04 286 | 0.24 264 | 0.22 312 |
|
| PAM_32 |  | 6.82 344 | 1.73 367 | 14.16 512 | 5.34 338 | 1.47 234 | 13.84 448 | 0.88 104 | 14.75 290 | 6.34 187 | 14.22 351 | 9.14 216 | 24.94 528 | 11.87 445 | 12.50 380 | 2.79 243 | 0.14 370 | 0.27 501 | 0.09 378 | 0.42 535 | 0.54 431 | 0.89 494 |
|
| fff |  | 6.83 345 | 1.55 300 | 7.28 272 | 3.56 173 | 0.32 27 | 4.73 154 | 1.70 205 | 15.75 311 | 31.87 534 | 15.11 370 | 20.25 367 | 6.90 246 | 12.80 465 | 8.63 185 | 5.33 365 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 139 | 0.63 451 |
|
| csc |  | 6.83 345 | 1.55 300 | 7.28 272 | 3.56 173 | 0.32 27 | 4.73 154 | 1.70 205 | 15.75 311 | 31.87 534 | 15.11 370 | 20.25 367 | 6.90 246 | 12.80 465 | 8.63 185 | 5.33 365 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 139 | 0.63 451 |
|
| cscssc |  | 6.83 345 | 1.55 300 | 7.28 272 | 3.56 173 | 0.32 27 | 4.73 154 | 1.70 205 | 15.75 311 | 31.87 534 | 15.11 370 | 20.25 367 | 6.90 246 | 12.80 465 | 8.63 185 | 5.33 365 | 0.01 141 | 0.04 160 | 0.00 1 | 0.00 1 | 0.09 139 | 0.63 451 |
|
| Hybrid-DGEV-03 |  | 6.90 348 | 1.58 318 | 5.75 200 | 6.11 403 | 1.20 201 | 11.62 401 | 2.60 315 | 13.70 270 | 14.15 326 | 16.58 413 | 29.44 488 | 14.00 377 | 5.86 286 | 10.87 282 | 3.69 295 | 0.00 1 | 0.07 263 | 0.13 427 | 0.00 1 | 0.35 353 | 0.28 351 |
|
| UGAM-zero |  | 6.91 349 | 1.47 266 | 13.65 503 | 4.24 232 | 1.67 261 | 5.51 220 | 0.72 88 | 17.44 339 | 6.74 195 | 14.56 354 | 15.84 308 | 24.16 516 | 14.20 495 | 12.79 392 | 3.96 313 | 0.00 1 | 0.22 467 | 0.02 269 | 0.58 560 | 0.14 192 | 0.27 346 |
|
| RAFT_R40 |  | 6.91 349 | 1.53 292 | 8.45 336 | 6.79 450 | 0.77 142 | 5.86 259 | 3.82 372 | 14.85 291 | 14.53 332 | 18.05 449 | 20.03 364 | 17.06 422 | 8.69 371 | 13.40 421 | 3.84 307 | 0.14 370 | 0.02 100 | 0.14 432 | 0.00 1 | 0.09 139 | 0.05 112 |
|
| OMP-Stereo |  | 6.93 351 | 2.57 485 | 9.03 375 | 10.63 573 | 1.72 266 | 4.89 172 | 1.91 258 | 17.84 348 | 15.56 350 | 16.69 417 | 14.16 286 | 17.70 440 | 7.33 344 | 12.93 400 | 4.83 347 | 0.24 425 | 0.03 139 | 0.06 344 | 0.02 237 | 0.19 230 | 0.39 393 |
|
| PAM |  | 6.94 352 | 1.65 346 | 14.88 527 | 5.38 340 | 1.98 299 | 14.76 470 | 1.28 135 | 14.54 284 | 6.77 196 | 15.52 383 | 9.10 214 | 24.15 515 | 11.60 441 | 12.46 377 | 2.33 212 | 0.04 282 | 0.28 505 | 0.07 355 | 0.42 535 | 0.57 443 | 0.99 506 |
|
| qqq |  | 6.96 353 | 1.40 246 | 8.15 319 | 4.50 257 | 1.03 172 | 8.55 350 | 6.93 484 | 20.20 395 | 11.88 289 | 12.00 298 | 18.19 338 | 16.02 409 | 11.15 424 | 11.09 291 | 7.45 411 | 0.06 328 | 0.13 388 | 0.02 269 | 0.05 314 | 0.25 269 | 0.20 293 |
|
| AIO-test2 |  | 7.01 354 | 2.23 465 | 6.87 252 | 8.42 513 | 5.28 516 | 9.03 355 | 5.32 415 | 25.92 466 | 23.54 448 | 6.78 231 | 20.55 374 | 5.25 199 | 3.58 168 | 9.56 227 | 2.50 224 | 3.96 624 | 0.04 160 | 0.03 289 | 0.47 547 | 0.56 441 | 0.33 373 |
|
| MIM_Stereo |  | 7.02 355 | 1.55 300 | 10.78 451 | 4.17 223 | 0.58 93 | 5.25 205 | 1.32 142 | 19.03 376 | 12.59 302 | 16.74 419 | 28.83 478 | 13.20 361 | 5.53 271 | 12.89 397 | 7.11 403 | 0.00 1 | 0.23 475 | 0.00 1 | 0.01 196 | 0.38 368 | 0.28 351 |
|
| R-Stereo Train |  | 7.04 356 | 1.34 231 | 7.89 302 | 6.23 410 | 2.30 322 | 7.51 330 | 5.54 426 | 23.96 440 | 6.94 200 | 16.26 403 | 33.57 557 | 12.04 339 | 5.61 274 | 7.67 150 | 3.74 297 | 0.01 141 | 0.05 197 | 0.01 242 | 0.00 1 | 0.10 162 | 0.12 201 |
|
| RAFT-Stereo |   | 7.04 356 | 1.34 231 | 7.89 302 | 6.23 410 | 2.30 322 | 7.51 330 | 5.54 426 | 23.96 440 | 6.94 200 | 16.26 403 | 33.57 557 | 12.04 339 | 5.61 274 | 7.67 150 | 3.74 297 | 0.01 141 | 0.05 197 | 0.01 242 | 0.00 1 | 0.10 162 | 0.12 201 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| ACRE |  | 7.07 358 | 2.38 472 | 13.26 492 | 7.36 475 | 4.86 481 | 10.28 369 | 4.40 389 | 15.51 305 | 13.69 321 | 17.22 429 | 19.23 350 | 8.00 273 | 4.20 190 | 10.64 265 | 8.50 449 | 0.33 452 | 0.32 516 | 0.03 289 | 0.14 401 | 0.37 362 | 0.77 479 |
|
| MyStereo8 |  | 7.13 359 | 2.48 478 | 10.86 454 | 6.81 452 | 4.98 490 | 10.73 380 | 1.42 153 | 14.58 286 | 9.73 262 | 15.75 388 | 23.16 415 | 12.17 343 | 7.96 360 | 9.85 238 | 10.21 478 | 0.04 282 | 0.19 443 | 0.08 366 | 0.21 442 | 0.58 447 | 0.82 483 |
|
| IPLGR |  | 7.14 360 | 1.31 220 | 13.14 490 | 4.24 232 | 1.15 196 | 9.78 364 | 0.98 114 | 23.98 442 | 21.70 429 | 16.22 401 | 18.43 339 | 8.45 280 | 7.66 348 | 9.26 219 | 5.45 370 | 0.21 405 | 0.05 197 | 0.04 311 | 0.06 333 | 0.32 334 | 0.38 390 |
|
| CIPLG |  | 7.15 361 | 2.44 475 | 12.82 485 | 7.38 476 | 4.93 485 | 10.51 375 | 4.56 397 | 15.17 297 | 13.25 316 | 17.45 434 | 19.75 359 | 8.42 279 | 4.60 222 | 11.41 313 | 8.31 443 | 0.33 452 | 0.32 516 | 0.03 289 | 0.14 401 | 0.37 362 | 0.72 471 |
|
| AIO-Stereo-zeroshot |   | 7.16 362 | 3.12 510 | 14.04 510 | 4.74 272 | 6.89 579 | 6.58 305 | 0.68 81 | 21.97 424 | 9.36 260 | 10.84 288 | 17.38 322 | 17.36 436 | 9.24 384 | 12.45 376 | 4.44 331 | 0.04 282 | 0.24 486 | 0.10 398 | 1.00 588 | 1.36 532 | 1.43 535 |
|
| IPLGR_C |  | 7.16 362 | 2.48 478 | 12.98 488 | 7.52 485 | 4.91 484 | 10.56 376 | 4.59 399 | 15.63 310 | 14.12 325 | 17.42 432 | 18.87 346 | 8.00 273 | 4.59 221 | 10.76 272 | 8.81 453 | 0.32 450 | 0.32 516 | 0.03 289 | 0.13 395 | 0.36 355 | 0.76 476 |
|
| IPLG |  | 7.20 364 | 1.43 255 | 12.55 482 | 5.17 315 | 4.32 455 | 11.11 395 | 1.48 158 | 21.79 417 | 15.10 338 | 19.16 474 | 20.23 366 | 5.26 200 | 5.61 274 | 11.68 330 | 8.14 439 | 0.05 308 | 0.06 234 | 0.03 289 | 0.07 344 | 0.33 343 | 0.50 426 |
|
| StereoVision |  | 7.21 365 | 2.17 458 | 9.29 389 | 9.43 535 | 3.91 424 | 5.09 196 | 1.91 258 | 20.04 392 | 17.37 375 | 8.57 260 | 29.59 491 | 11.08 318 | 6.76 332 | 12.44 372 | 4.71 338 | 0.54 507 | 0.05 197 | 0.16 447 | 0.03 262 | 0.82 493 | 0.30 359 |
|
| 111 |  | 7.26 366 | 1.65 346 | 7.28 272 | 3.56 173 | 0.32 27 | 10.76 381 | 3.53 360 | 20.55 404 | 27.51 498 | 10.07 278 | 16.62 317 | 14.30 379 | 9.53 393 | 12.02 343 | 5.87 379 | 0.14 370 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 324 | 1.14 520 |
|
| HHNet |  | 7.39 367 | 1.75 379 | 7.24 270 | 3.26 142 | 3.18 384 | 5.04 191 | 6.40 461 | 19.04 377 | 15.70 352 | 20.71 504 | 32.13 536 | 10.69 312 | 5.91 287 | 10.45 258 | 4.60 336 | 0.40 477 | 0.07 263 | 0.21 470 | 0.13 395 | 0.54 431 | 0.41 400 |
|
| ASMatch |  | 7.40 368 | 1.42 251 | 8.49 340 | 5.09 302 | 2.00 301 | 4.74 159 | 2.62 317 | 16.54 328 | 13.17 313 | 17.08 424 | 34.75 565 | 13.13 360 | 10.33 408 | 12.04 347 | 4.82 346 | 0.05 308 | 0.24 486 | 0.21 470 | 0.17 418 | 0.16 211 | 0.97 502 |
|
| IIG-Stereo |  | 7.41 369 | 2.13 456 | 8.55 342 | 10.02 558 | 1.76 271 | 6.82 314 | 1.53 173 | 17.17 337 | 15.84 356 | 18.74 468 | 20.30 371 | 18.01 447 | 8.39 367 | 12.89 397 | 5.22 360 | 0.27 438 | 0.03 139 | 0.03 289 | 0.00 1 | 0.16 211 | 0.30 359 |
|
| RAFT+CT+SA |  | 7.44 370 | 1.46 264 | 6.46 233 | 10.73 576 | 3.34 393 | 4.70 151 | 7.45 498 | 16.45 324 | 25.89 480 | 10.18 280 | 27.15 461 | 7.27 256 | 8.00 361 | 15.11 460 | 3.19 274 | 0.02 222 | 0.00 1 | 0.18 454 | 0.46 546 | 0.30 312 | 0.47 417 |
|
| LCNet |  | 7.52 371 | 1.23 191 | 5.35 164 | 6.42 423 | 1.29 209 | 9.27 361 | 5.64 429 | 17.85 350 | 10.63 277 | 16.54 412 | 24.54 428 | 14.85 389 | 11.29 428 | 11.74 334 | 3.88 308 | 0.02 222 | 0.02 100 | 0.22 474 | 2.04 614 | 0.90 504 | 6.76 629 |
|
| rvit_0105_5 |  | 7.60 372 | 3.13 511 | 16.37 544 | 9.97 557 | 1.59 250 | 7.41 328 | 6.27 453 | 17.78 347 | 25.62 477 | 10.30 281 | 10.39 240 | 14.79 388 | 8.95 379 | 12.51 381 | 4.87 348 | 0.17 385 | 0.42 536 | 0.00 1 | 0.11 387 | 0.62 455 | 0.71 469 |
|
| IGEV-BASED-STEREO- |  | 7.61 373 | 27.25 664 | 41.87 640 | 2.73 84 | 0.41 54 | 4.25 112 | 1.50 163 | 6.63 83 | 3.87 117 | 4.31 173 | 3.78 91 | 2.48 122 | 1.39 74 | 5.67 94 | 1.56 138 | 25.09 673 | 0.05 197 | 0.01 242 | 0.08 350 | 4.67 605 | 14.58 664 |
|
| TestStereo1 |  | 7.62 374 | 1.62 336 | 7.60 286 | 10.47 569 | 1.86 284 | 4.76 162 | 2.48 307 | 19.73 387 | 22.33 436 | 16.79 420 | 26.02 444 | 9.33 291 | 9.30 385 | 15.92 484 | 3.37 281 | 0.01 141 | 0.02 100 | 0.02 269 | 0.05 314 | 0.55 435 | 0.28 351 |
|
| SA-5K |  | 7.62 374 | 1.62 336 | 7.60 286 | 10.47 569 | 1.86 284 | 4.76 162 | 2.48 307 | 19.73 387 | 22.33 436 | 16.79 420 | 26.02 444 | 9.33 291 | 9.30 385 | 15.92 484 | 3.37 281 | 0.01 141 | 0.02 100 | 0.02 269 | 0.05 314 | 0.55 435 | 0.28 351 |
|
| Select-FE |  | 7.63 376 | 3.47 519 | 20.76 585 | 6.30 414 | 3.70 411 | 4.03 100 | 0.92 108 | 18.82 371 | 5.95 177 | 12.56 316 | 23.32 416 | 19.63 472 | 12.90 468 | 13.98 438 | 3.39 283 | 0.09 345 | 0.51 563 | 0.05 322 | 0.70 568 | 0.29 302 | 1.21 527 |
|
| FACV-RUCA |  | 7.66 377 | 1.94 419 | 9.40 396 | 7.72 494 | 6.03 552 | 12.99 431 | 3.10 340 | 19.47 384 | 18.51 391 | 12.27 300 | 18.43 339 | 8.28 277 | 10.16 404 | 11.38 311 | 5.62 372 | 0.36 461 | 0.62 576 | 4.36 625 | 0.30 497 | 1.72 546 | 0.55 436 |
|
| test_sample1 |  | 7.66 377 | 1.26 203 | 8.87 357 | 5.04 295 | 2.61 345 | 14.61 467 | 4.58 398 | 20.08 393 | 9.81 266 | 13.83 343 | 21.62 396 | 18.21 453 | 12.26 452 | 11.71 331 | 8.01 434 | 0.11 357 | 0.11 359 | 0.02 269 | 0.02 237 | 0.20 234 | 0.17 264 |
|
| mmm |  | 7.72 379 | 1.50 282 | 8.56 343 | 5.29 332 | 1.89 289 | 14.14 454 | 5.70 431 | 18.42 362 | 11.02 280 | 16.04 396 | 23.78 419 | 17.00 421 | 10.03 402 | 12.03 344 | 7.54 414 | 0.12 363 | 0.07 263 | 0.50 526 | 0.20 438 | 0.31 324 | 0.18 274 |
|
| RAFT-RH_RVC |  | 7.73 380 | 1.25 200 | 6.99 259 | 4.83 279 | 0.90 162 | 11.76 403 | 1.53 173 | 13.00 252 | 14.43 331 | 17.51 436 | 46.41 640 | 11.02 317 | 6.30 309 | 12.68 385 | 4.93 351 | 0.51 503 | 0.04 160 | 0.12 415 | 0.13 395 | 0.09 139 | 0.09 162 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 381 | 3.78 528 | 19.59 573 | 5.04 295 | 10.79 631 | 5.87 261 | 1.85 249 | 19.52 385 | 7.33 218 | 14.18 348 | 21.16 388 | 16.50 415 | 5.97 292 | 13.73 433 | 3.79 301 | 0.04 282 | 0.17 428 | 0.04 311 | 1.30 601 | 2.45 564 | 2.15 567 |
|
| TransformOpticalFlow |  | 7.76 381 | 1.90 408 | 9.31 392 | 5.50 347 | 1.18 199 | 6.97 318 | 8.27 506 | 17.86 352 | 13.21 314 | 14.58 355 | 29.13 480 | 19.01 460 | 10.85 414 | 12.51 381 | 3.69 295 | 0.01 141 | 0.04 160 | 0.20 465 | 0.04 286 | 0.17 222 | 0.84 486 |
|
| FSD |  | 7.83 383 | 6.74 583 | 11.67 467 | 13.63 611 | 5.31 518 | 8.20 345 | 12.18 578 | 12.39 232 | 7.98 229 | 7.94 247 | 7.35 194 | 9.35 293 | 7.17 341 | 10.94 284 | 8.86 456 | 5.58 635 | 2.77 638 | 5.46 629 | 4.09 634 | 5.17 613 | 3.91 598 |
|
| HITNet |  | 7.83 383 | 2.93 501 | 8.39 329 | 4.76 276 | 1.48 237 | 12.75 426 | 4.64 400 | 20.97 406 | 14.37 330 | 15.14 374 | 22.15 408 | 14.57 385 | 10.62 409 | 14.38 447 | 8.14 439 | 0.04 282 | 0.01 43 | 0.48 523 | 0.02 237 | 0.57 443 | 0.10 174 |
| 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 |  | 7.86 385 | 1.27 205 | 7.98 308 | 5.00 294 | 2.29 321 | 13.33 437 | 6.88 481 | 20.42 403 | 15.24 340 | 13.95 345 | 21.58 394 | 18.96 459 | 12.12 450 | 12.07 354 | 5.36 368 | 0.12 363 | 0.10 338 | 0.07 355 | 0.03 262 | 0.28 294 | 0.19 288 |
|
| PFNet |  | 7.91 386 | 1.44 261 | 11.60 466 | 7.03 459 | 2.42 330 | 7.60 336 | 6.03 446 | 23.36 437 | 17.24 372 | 20.29 496 | 17.67 325 | 15.44 400 | 7.71 351 | 13.02 408 | 5.71 375 | 0.24 425 | 0.20 449 | 0.12 415 | 0.19 433 | 0.31 324 | 0.61 449 |
|
| SA |  | 7.93 387 | 1.54 297 | 9.13 383 | 7.98 501 | 0.64 107 | 5.85 257 | 2.29 292 | 22.27 425 | 24.54 470 | 13.17 330 | 31.07 516 | 8.87 285 | 10.32 407 | 16.49 501 | 3.12 268 | 0.04 282 | 0.12 372 | 0.17 449 | 0.30 497 | 0.45 390 | 0.17 264 |
|
| AAGNet |  | 7.94 388 | 1.48 271 | 9.34 394 | 7.13 468 | 0.70 120 | 5.85 257 | 5.16 411 | 15.40 303 | 14.01 323 | 20.13 493 | 24.03 424 | 15.28 398 | 11.52 435 | 12.05 348 | 15.47 532 | 0.63 525 | 0.06 234 | 0.32 505 | 0.01 196 | 0.12 178 | 0.09 162 |
|
| FENet |  | 7.94 388 | 1.01 127 | 6.72 240 | 5.87 375 | 2.07 305 | 11.11 395 | 2.03 273 | 21.39 411 | 20.81 413 | 17.14 427 | 22.65 410 | 14.43 381 | 11.54 438 | 12.97 403 | 7.89 429 | 0.15 379 | 0.24 486 | 0.03 289 | 0.02 237 | 0.14 192 | 0.62 450 |
|
| dd |  | 7.96 390 | 4.08 536 | 11.49 465 | 6.53 430 | 0.93 166 | 8.28 347 | 4.03 378 | 16.53 326 | 33.82 553 | 15.17 376 | 16.50 316 | 6.79 243 | 5.96 291 | 14.30 444 | 9.90 469 | 1.13 576 | 0.42 536 | 0.17 449 | 0.44 542 | 2.01 557 | 0.79 480 |
|
| raft_robust |  | 7.97 391 | 2.26 467 | 6.75 244 | 5.83 371 | 0.72 134 | 5.57 229 | 0.84 99 | 33.59 573 | 34.21 560 | 18.17 451 | 19.88 362 | 6.50 236 | 5.62 277 | 15.33 463 | 2.83 246 | 0.03 261 | 0.23 475 | 0.00 1 | 0.37 522 | 0.32 334 | 0.39 393 |
|
| STrans-v2 |  | 7.98 392 | 1.84 402 | 9.42 397 | 4.84 282 | 1.48 237 | 12.23 415 | 10.05 539 | 19.06 380 | 12.32 298 | 13.63 340 | 26.06 448 | 18.13 452 | 12.35 455 | 12.99 405 | 3.99 316 | 0.01 141 | 0.01 43 | 0.18 454 | 0.01 196 | 0.22 242 | 0.83 484 |
|
| Prome-Stereo |  | 8.10 393 | 1.28 208 | 5.48 178 | 6.50 427 | 1.51 241 | 6.70 308 | 9.42 525 | 21.08 408 | 9.13 255 | 20.88 505 | 32.84 545 | 11.95 336 | 11.86 444 | 11.75 335 | 3.97 315 | 0.01 141 | 0.02 100 | 0.18 454 | 0.12 390 | 0.41 379 | 7.01 634 |
|
| IGEV_i1 |  | 8.11 394 | 1.53 292 | 9.99 429 | 5.80 367 | 1.15 196 | 16.03 494 | 7.19 493 | 19.82 390 | 15.30 342 | 16.39 407 | 17.38 322 | 17.95 446 | 8.38 366 | 14.44 448 | 7.44 409 | 0.25 431 | 0.19 443 | 1.08 576 | 1.12 595 | 0.26 280 | 0.54 434 |
|
| ffm |  | 8.12 395 | 1.43 255 | 9.67 412 | 5.70 359 | 3.44 396 | 11.96 409 | 6.35 455 | 18.45 363 | 16.31 360 | 15.83 391 | 31.44 524 | 17.22 431 | 10.87 416 | 10.82 278 | 1.61 143 | 0.00 1 | 0.05 197 | 0.80 554 | 0.08 350 | 0.26 280 | 0.14 226 |
|
| CASS |  | 8.15 396 | 1.67 353 | 7.68 292 | 8.25 510 | 1.52 242 | 14.39 459 | 2.72 321 | 22.65 430 | 17.23 371 | 15.42 381 | 22.68 411 | 13.47 370 | 11.87 445 | 12.44 372 | 6.07 384 | 0.96 565 | 0.05 197 | 0.12 415 | 0.01 196 | 0.71 474 | 3.14 590 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| Hybrid-DGEV-2 |  | 8.17 397 | 2.51 482 | 8.34 325 | 8.55 516 | 1.17 198 | 11.10 394 | 1.08 121 | 30.90 535 | 27.91 499 | 12.92 324 | 15.67 303 | 11.91 333 | 14.50 505 | 11.71 331 | 4.55 334 | 0.05 308 | 0.08 299 | 0.00 1 | 0.05 314 | 0.28 294 | 0.13 216 |
|
| DN-CSS_ROB |  | 8.17 397 | 2.59 487 | 14.14 511 | 6.11 403 | 3.22 387 | 6.31 292 | 3.53 360 | 22.92 434 | 20.59 411 | 16.66 415 | 30.05 499 | 9.31 290 | 7.95 359 | 13.49 424 | 4.78 341 | 0.72 533 | 0.00 1 | 0.45 520 | 0.00 1 | 0.54 431 | 0.09 162 |
|
| RAFT_CTSACE |  | 8.24 399 | 1.97 423 | 8.39 329 | 6.89 456 | 5.11 501 | 5.86 259 | 2.63 318 | 14.62 287 | 16.88 366 | 23.52 543 | 34.77 566 | 16.02 409 | 7.37 345 | 17.91 518 | 2.23 208 | 0.00 1 | 0.12 372 | 0.00 1 | 0.03 262 | 0.39 371 | 0.05 112 |
|
| fast-iter |  | 8.30 400 | 2.00 428 | 6.75 244 | 4.58 265 | 5.15 506 | 4.16 104 | 0.50 67 | 17.99 355 | 9.24 257 | 25.03 557 | 28.22 471 | 20.23 475 | 12.47 458 | 17.93 519 | 11.49 496 | 0.00 1 | 0.10 338 | 0.00 1 | 0.05 314 | 0.08 129 | 0.05 112 |
|
| CoSv |  | 8.30 400 | 2.00 428 | 6.75 244 | 4.58 265 | 5.15 506 | 4.16 104 | 0.50 67 | 17.99 355 | 9.24 257 | 25.03 557 | 28.22 471 | 20.23 475 | 12.47 458 | 17.93 519 | 11.49 496 | 0.00 1 | 0.10 338 | 0.00 1 | 0.05 314 | 0.08 129 | 0.05 112 |
|
| GMM-Stereo |  | 8.34 402 | 1.09 155 | 6.42 230 | 6.14 406 | 2.52 338 | 10.30 371 | 9.64 530 | 23.44 438 | 10.64 278 | 17.84 441 | 29.89 495 | 17.37 437 | 7.75 353 | 11.55 319 | 4.36 328 | 0.05 308 | 0.01 43 | 0.23 478 | 0.90 577 | 0.46 394 | 6.26 623 |
|
| GANet-ADL |  | 8.36 403 | 2.31 470 | 8.44 335 | 7.39 478 | 2.65 351 | 12.58 422 | 5.24 413 | 29.55 517 | 25.24 473 | 14.19 350 | 16.70 319 | 17.07 427 | 6.91 336 | 10.65 266 | 6.26 388 | 0.38 465 | 0.39 528 | 0.10 398 | 0.12 390 | 0.75 486 | 0.28 351 |
|
| Sa-1000 |  | 8.38 404 | 1.50 282 | 8.13 317 | 7.56 487 | 0.89 160 | 14.39 459 | 2.47 306 | 24.31 448 | 23.74 456 | 15.18 377 | 28.35 474 | 11.42 324 | 8.85 376 | 16.20 496 | 3.28 279 | 0.17 385 | 0.23 475 | 0.15 439 | 0.23 454 | 0.46 394 | 0.19 288 |
|
| GwcNet-ADL |  | 8.48 405 | 1.70 363 | 9.38 395 | 7.10 465 | 2.78 362 | 6.74 312 | 6.57 471 | 30.15 522 | 26.01 484 | 15.15 375 | 17.77 327 | 13.93 375 | 6.96 337 | 12.96 402 | 9.91 470 | 0.48 496 | 0.72 583 | 0.01 242 | 0.01 196 | 0.51 422 | 0.84 486 |
|
| ARAFT |  | 8.50 406 | 3.19 512 | 16.58 546 | 5.52 348 | 0.91 163 | 12.13 414 | 11.20 562 | 17.19 338 | 18.28 390 | 18.40 462 | 16.33 315 | 17.10 428 | 8.58 368 | 18.56 525 | 5.00 352 | 0.11 357 | 0.04 160 | 0.00 1 | 0.00 1 | 0.55 435 | 0.25 336 |
|
| test_5 |  | 8.51 407 | 1.50 282 | 8.19 324 | 11.06 585 | 5.00 493 | 6.91 315 | 5.67 430 | 17.50 340 | 22.09 433 | 16.07 397 | 29.63 492 | 15.28 398 | 10.78 413 | 15.94 486 | 3.65 292 | 0.00 1 | 0.00 1 | 0.26 485 | 0.08 350 | 0.31 324 | 0.35 382 |
|
| RAFT |  | 8.51 407 | 2.16 457 | 8.93 359 | 8.14 505 | 0.81 150 | 12.63 423 | 8.49 512 | 16.34 322 | 15.56 350 | 22.31 526 | 18.99 348 | 19.29 467 | 11.39 433 | 17.57 514 | 6.05 381 | 0.01 141 | 0.19 443 | 0.27 487 | 0.02 237 | 0.64 462 | 0.45 414 |
|
| GES |  | 8.51 407 | 1.98 425 | 11.82 470 | 6.39 420 | 1.77 273 | 12.36 419 | 6.22 452 | 21.55 413 | 21.34 423 | 19.02 472 | 26.02 444 | 8.79 283 | 9.34 388 | 13.94 437 | 7.24 405 | 0.38 465 | 0.10 338 | 0.30 503 | 0.14 401 | 0.69 469 | 0.73 472 |
|
| DMCA |  | 8.51 407 | 1.90 408 | 9.96 426 | 5.16 314 | 4.14 440 | 10.29 370 | 4.46 393 | 25.52 458 | 19.55 399 | 16.33 405 | 20.69 376 | 17.59 438 | 11.26 427 | 10.42 257 | 11.36 495 | 0.50 500 | 0.08 299 | 0.35 509 | 0.05 314 | 0.36 355 | 0.31 367 |
|
| PSM-AAD |  | 8.62 411 | 1.22 186 | 5.69 197 | 6.31 416 | 1.12 187 | 12.74 425 | 10.01 538 | 19.29 382 | 15.25 341 | 21.54 520 | 25.11 433 | 14.24 378 | 13.47 476 | 12.15 359 | 3.93 312 | 0.01 141 | 0.06 234 | 2.48 610 | 0.16 413 | 0.38 368 | 7.28 639 |
|
| FTStereo |  | 8.67 412 | 1.13 165 | 6.04 216 | 6.04 396 | 2.39 329 | 7.86 339 | 12.05 576 | 17.72 345 | 8.33 240 | 20.16 494 | 41.41 610 | 16.10 413 | 12.64 463 | 10.80 276 | 4.37 329 | 0.18 388 | 0.01 43 | 0.09 378 | 0.16 413 | 0.15 200 | 5.71 617 |
|
| iRaft-Stereo_5w |  | 8.70 413 | 1.81 400 | 9.33 393 | 5.83 371 | 3.78 415 | 4.87 171 | 11.12 561 | 15.86 318 | 14.80 335 | 15.23 378 | 26.36 450 | 21.49 486 | 12.91 469 | 15.94 486 | 12.73 504 | 0.58 511 | 0.05 197 | 0.08 366 | 0.09 364 | 0.85 496 | 0.33 373 |
|
| test_sample3 |  | 8.76 414 | 1.62 336 | 9.99 429 | 5.21 326 | 2.61 345 | 17.43 524 | 5.37 416 | 26.91 480 | 19.77 402 | 17.13 426 | 20.82 382 | 16.55 417 | 9.70 396 | 12.52 383 | 8.59 450 | 0.21 405 | 0.07 263 | 0.05 322 | 0.04 286 | 0.39 371 | 0.30 359 |
|
| IRAFT_RVC |  | 8.76 414 | 1.47 266 | 9.55 403 | 7.31 472 | 1.77 273 | 6.49 300 | 10.43 549 | 25.94 467 | 27.33 494 | 17.50 435 | 19.85 361 | 17.93 445 | 10.21 405 | 12.88 396 | 5.44 369 | 0.17 385 | 0.30 509 | 0.19 462 | 0.05 314 | 0.22 242 | 0.12 201 |
|
| HCRNet |  | 8.80 416 | 1.43 255 | 7.74 297 | 14.41 622 | 5.25 510 | 10.85 386 | 2.56 314 | 26.07 469 | 18.04 387 | 15.48 382 | 25.03 431 | 18.63 457 | 9.93 400 | 13.01 406 | 6.76 396 | 0.04 282 | 0.04 160 | 0.10 398 | 0.01 196 | 0.18 226 | 0.38 390 |
|
| DEmStereo |  | 8.85 417 | 1.36 235 | 9.99 429 | 4.24 232 | 1.05 178 | 11.49 399 | 5.91 435 | 13.76 274 | 26.68 490 | 22.03 524 | 32.92 547 | 11.86 332 | 15.27 521 | 11.48 314 | 8.08 438 | 0.16 381 | 0.15 412 | 0.02 269 | 0.09 364 | 0.09 139 | 0.44 409 |
|
| SFCPSM |  | 8.85 417 | 1.40 246 | 11.34 461 | 5.23 330 | 3.47 401 | 16.55 515 | 7.18 492 | 30.71 533 | 25.24 473 | 16.45 408 | 19.45 353 | 11.10 320 | 9.61 394 | 11.88 339 | 5.52 371 | 0.22 411 | 0.17 428 | 0.36 512 | 0.22 445 | 0.29 302 | 0.58 444 |
|
| Selective-IGEV-i1 |  | 8.86 419 | 1.33 227 | 10.58 444 | 5.92 382 | 2.99 377 | 13.65 443 | 10.07 540 | 24.12 446 | 28.99 507 | 14.85 362 | 19.75 359 | 18.80 458 | 6.10 296 | 11.22 305 | 5.69 374 | 0.10 351 | 0.29 506 | 0.92 567 | 1.10 592 | 0.26 280 | 0.51 427 |
|
| GrayStereo |  | 8.86 419 | 1.17 175 | 6.94 257 | 8.09 503 | 2.82 363 | 10.58 378 | 11.40 567 | 17.93 353 | 15.74 353 | 22.43 529 | 30.95 513 | 17.80 442 | 12.44 457 | 11.19 302 | 4.57 335 | 0.02 222 | 0.02 100 | 0.18 454 | 0.79 574 | 0.31 324 | 1.90 555 |
|
| anonymousa |  | 9.03 421 | 1.62 336 | 8.03 314 | 4.19 228 | 5.53 529 | 15.37 480 | 3.81 371 | 18.55 366 | 21.20 421 | 18.28 454 | 30.99 514 | 20.79 478 | 13.42 474 | 10.58 260 | 7.57 416 | 0.00 1 | 0.05 197 | 0.29 499 | 0.18 420 | 0.10 162 | 0.11 191 |
|
| KYRaft |  | 9.04 422 | 1.11 160 | 7.02 261 | 6.50 427 | 0.97 170 | 8.27 346 | 8.19 505 | 22.86 433 | 8.20 236 | 21.30 517 | 31.38 521 | 22.64 498 | 8.20 364 | 11.99 342 | 2.96 252 | 0.02 222 | 0.02 100 | 0.05 322 | 0.68 567 | 0.40 376 | 18.09 673 |
|
| DFGA-Net |  | 9.06 423 | 3.56 521 | 17.96 562 | 5.71 363 | 3.89 420 | 10.76 381 | 3.08 339 | 25.17 455 | 29.50 508 | 16.21 400 | 18.47 342 | 9.49 294 | 6.31 310 | 15.80 477 | 12.54 501 | 0.05 308 | 0.00 1 | 0.06 344 | 0.09 364 | 1.76 547 | 0.83 484 |
|
| rvit_stereo_0075_2 |  | 9.10 424 | 3.87 533 | 19.26 572 | 11.81 598 | 8.82 617 | 5.75 250 | 4.40 389 | 22.77 431 | 17.68 381 | 11.90 296 | 28.34 473 | 16.05 412 | 6.35 312 | 14.30 444 | 7.67 424 | 0.52 505 | 0.34 524 | 0.51 527 | 0.08 350 | 0.38 368 | 1.14 520 |
|
| test_sample4 |  | 9.10 424 | 1.65 346 | 9.91 424 | 5.19 323 | 2.57 343 | 16.59 516 | 5.38 418 | 27.37 485 | 19.80 404 | 17.80 440 | 27.52 464 | 15.01 391 | 11.21 426 | 12.69 388 | 8.15 441 | 0.21 405 | 0.07 263 | 0.06 344 | 0.03 262 | 0.43 385 | 0.30 359 |
|
| BUS |  | 9.20 426 | 1.48 271 | 7.93 304 | 6.74 447 | 3.96 425 | 17.62 530 | 2.79 325 | 33.06 568 | 21.58 426 | 17.99 446 | 21.34 389 | 14.49 382 | 9.40 390 | 14.18 440 | 10.57 483 | 0.19 392 | 0.13 388 | 0.14 432 | 0.04 286 | 0.30 312 | 0.09 162 |
|
| rvit_0105_3 |  | 9.23 427 | 3.67 524 | 17.68 558 | 11.75 596 | 1.89 289 | 9.37 363 | 8.48 511 | 18.68 367 | 30.64 524 | 15.02 367 | 14.72 293 | 17.87 444 | 9.94 401 | 15.66 473 | 6.54 391 | 0.36 461 | 0.43 541 | 0.01 242 | 0.41 532 | 0.50 418 | 1.01 509 |
|
| MyStereo04 |  | 9.24 428 | 1.92 415 | 8.78 355 | 6.09 399 | 4.31 452 | 6.54 302 | 9.96 536 | 32.24 559 | 41.99 607 | 14.26 352 | 11.98 268 | 12.00 338 | 12.01 448 | 13.93 435 | 7.53 413 | 0.06 328 | 0.10 338 | 0.03 289 | 0.04 286 | 0.63 458 | 0.30 359 |
|
| CoDeX |  | 9.24 428 | 1.77 391 | 9.54 402 | 6.08 398 | 3.79 417 | 16.45 512 | 6.76 479 | 26.15 470 | 25.03 471 | 17.18 428 | 25.12 434 | 14.69 387 | 11.68 442 | 12.22 361 | 6.71 395 | 0.30 446 | 0.20 449 | 0.15 439 | 0.02 237 | 0.23 257 | 0.68 462 |
|
| CrosDoStereo |  | 9.24 428 | 1.29 212 | 8.16 321 | 4.56 263 | 1.04 175 | 7.52 332 | 15.00 604 | 15.85 316 | 24.31 463 | 24.27 546 | 33.44 554 | 13.37 365 | 13.82 484 | 12.23 362 | 8.86 456 | 0.01 141 | 0.11 359 | 0.09 378 | 0.04 286 | 0.36 355 | 0.53 431 |
|
| DeepStereo_LL |  | 9.24 428 | 1.29 212 | 8.16 321 | 4.56 263 | 1.04 175 | 7.52 332 | 15.00 604 | 15.85 316 | 24.31 463 | 24.27 546 | 33.44 554 | 13.37 365 | 13.82 484 | 12.23 362 | 8.86 456 | 0.01 141 | 0.11 359 | 0.09 378 | 0.04 286 | 0.36 355 | 0.53 431 |
|
| DRaft |  | 9.27 432 | 1.23 191 | 9.08 378 | 3.62 184 | 0.78 144 | 13.27 436 | 5.89 434 | 16.97 333 | 29.57 510 | 21.15 515 | 38.46 593 | 10.09 304 | 13.98 490 | 11.58 322 | 7.91 430 | 0.43 484 | 0.30 509 | 0.06 344 | 0.26 476 | 0.26 280 | 0.45 414 |
|
| MyStereo05 |  | 9.29 433 | 1.76 385 | 8.95 363 | 6.19 408 | 4.40 460 | 7.09 320 | 9.95 534 | 31.21 539 | 40.82 599 | 17.31 430 | 12.93 279 | 10.33 307 | 12.52 461 | 13.93 435 | 7.05 402 | 0.06 328 | 0.10 338 | 0.02 269 | 0.04 286 | 0.73 480 | 0.29 356 |
|
| MLCV |  | 9.32 434 | 2.22 463 | 12.55 482 | 5.22 328 | 1.32 216 | 13.79 446 | 1.35 147 | 21.14 410 | 23.65 452 | 21.91 523 | 31.37 520 | 17.14 429 | 7.57 347 | 16.00 490 | 10.18 476 | 0.22 411 | 0.01 43 | 0.03 289 | 0.02 237 | 0.40 376 | 0.29 356 |
|
| DispNO |  | 9.33 435 | 1.78 394 | 15.84 536 | 5.73 365 | 5.74 542 | 12.24 416 | 4.81 408 | 25.06 453 | 21.10 418 | 16.70 418 | 20.86 383 | 17.78 441 | 11.76 443 | 16.74 505 | 8.85 455 | 0.22 411 | 0.15 412 | 0.03 289 | 0.12 390 | 0.41 379 | 0.64 457 |
|
| test_sample5 |  | 9.36 436 | 1.61 330 | 9.63 408 | 5.30 333 | 2.52 338 | 15.42 483 | 6.00 442 | 27.25 483 | 19.96 405 | 18.36 460 | 31.81 530 | 15.99 407 | 11.29 428 | 13.21 413 | 7.66 422 | 0.23 420 | 0.08 299 | 0.07 355 | 0.04 286 | 0.48 404 | 0.34 377 |
|
| BEATNet_4x |  | 9.37 437 | 4.85 549 | 12.05 477 | 5.48 346 | 1.35 227 | 13.15 434 | 6.15 450 | 25.06 453 | 16.74 365 | 16.18 399 | 24.65 429 | 17.29 435 | 12.51 460 | 16.91 508 | 10.92 488 | 0.38 465 | 0.18 436 | 0.81 559 | 0.05 314 | 1.95 553 | 0.65 459 |
|
| THIR-Stereo |  | 9.38 438 | 1.78 394 | 8.50 341 | 4.74 272 | 0.71 125 | 15.92 493 | 11.93 574 | 16.39 323 | 21.56 425 | 24.27 546 | 32.07 534 | 14.40 380 | 14.14 494 | 11.49 315 | 8.39 446 | 0.05 308 | 0.25 494 | 0.10 398 | 0.05 314 | 0.33 343 | 0.58 444 |
|
| ff1 |  | 9.41 439 | 1.43 255 | 9.67 412 | 5.70 359 | 3.44 396 | 11.96 409 | 6.35 455 | 18.45 363 | 16.31 360 | 15.83 391 | 31.44 524 | 17.22 431 | 10.87 416 | 16.19 493 | 21.98 578 | 0.00 1 | 0.05 197 | 0.80 554 | 0.08 350 | 0.26 280 | 0.14 226 |
|
| G2L-ROB |  | 9.43 440 | 1.49 277 | 8.01 312 | 5.66 356 | 4.08 435 | 11.74 402 | 7.70 502 | 29.33 512 | 18.14 388 | 19.72 484 | 21.64 397 | 22.32 496 | 11.02 421 | 16.47 500 | 10.74 487 | 0.02 222 | 0.01 43 | 0.00 1 | 0.00 1 | 0.19 230 | 0.33 373 |
|
| GANet-RSSM |  | 9.48 441 | 1.32 224 | 6.45 232 | 6.72 446 | 5.51 528 | 12.78 427 | 6.03 446 | 26.55 474 | 18.96 397 | 14.92 363 | 27.95 467 | 25.41 533 | 14.69 509 | 13.52 427 | 7.60 419 | 0.10 351 | 0.10 338 | 0.16 447 | 0.01 196 | 0.51 422 | 0.39 393 |
|
| UCFNet_RVC |  | 9.48 441 | 2.12 454 | 4.89 132 | 7.03 459 | 3.78 415 | 16.05 495 | 6.37 459 | 28.25 496 | 20.00 407 | 15.93 395 | 23.07 414 | 25.21 530 | 12.79 464 | 12.57 384 | 8.01 434 | 0.07 339 | 0.04 160 | 1.17 580 | 0.23 454 | 1.31 530 | 0.69 464 |
|
| DualNet |  | 9.49 443 | 1.61 330 | 9.63 408 | 5.30 333 | 2.52 338 | 15.42 483 | 6.00 442 | 27.25 483 | 19.96 405 | 19.40 476 | 33.22 550 | 15.99 407 | 11.29 428 | 13.21 413 | 7.66 422 | 0.23 420 | 0.08 299 | 0.07 355 | 0.04 286 | 0.48 404 | 0.34 377 |
|
| CFNet_pseudo |  | 9.58 444 | 1.91 411 | 10.73 449 | 4.53 259 | 2.91 369 | 14.26 456 | 2.75 323 | 26.73 478 | 32.14 541 | 17.10 425 | 23.02 413 | 22.14 493 | 8.74 374 | 12.17 360 | 7.43 408 | 0.20 400 | 0.45 548 | 1.24 589 | 0.24 464 | 2.49 566 | 0.49 425 |
|
| Anonymous3 |  | 9.60 445 | 3.45 518 | 29.83 611 | 9.58 543 | 4.75 479 | 24.51 578 | 10.20 546 | 24.04 444 | 18.77 395 | 10.42 282 | 14.64 292 | 7.97 272 | 8.75 375 | 14.05 439 | 5.80 376 | 2.44 608 | 1.39 612 | 0.08 366 | 0.06 333 | 0.73 480 | 0.48 421 |
|
| ccs_rob |  | 9.61 446 | 1.92 415 | 10.72 448 | 4.55 261 | 2.89 366 | 14.33 458 | 2.86 331 | 26.85 479 | 32.36 544 | 17.05 423 | 22.91 412 | 22.12 492 | 8.70 372 | 12.10 356 | 7.44 409 | 0.19 392 | 0.44 543 | 1.38 591 | 0.25 470 | 2.68 569 | 0.57 442 |
|
| PCWNet_CMD |  | 9.64 447 | 1.77 391 | 10.59 445 | 4.80 278 | 2.90 367 | 16.25 509 | 2.42 305 | 29.37 514 | 34.10 557 | 17.41 431 | 22.04 403 | 19.10 463 | 7.70 350 | 12.05 348 | 6.86 397 | 0.22 411 | 0.45 548 | 0.80 554 | 0.22 445 | 3.11 581 | 0.69 464 |
|
| MSMDNet |  | 9.64 447 | 1.77 391 | 10.63 446 | 4.83 279 | 2.90 367 | 16.35 510 | 2.37 298 | 29.33 512 | 34.29 561 | 17.43 433 | 22.10 405 | 19.05 462 | 7.79 355 | 12.11 358 | 6.87 398 | 0.23 420 | 0.46 550 | 0.67 543 | 0.21 442 | 2.77 572 | 0.60 447 |
|
| DCVSM-stereo |  | 9.70 449 | 1.83 401 | 11.36 462 | 5.81 368 | 3.59 405 | 10.57 377 | 3.00 335 | 18.71 368 | 22.11 434 | 23.79 544 | 19.02 349 | 29.73 559 | 17.68 552 | 13.33 419 | 9.11 461 | 0.21 405 | 1.14 606 | 0.27 487 | 0.06 333 | 0.75 486 | 1.89 554 |
|
| BSDual-CNN |  | 9.70 449 | 1.48 271 | 7.93 304 | 6.74 447 | 3.96 425 | 16.10 499 | 7.13 489 | 33.06 568 | 21.58 426 | 17.99 446 | 21.34 389 | 22.28 494 | 11.53 436 | 14.18 440 | 7.81 425 | 0.19 392 | 0.13 388 | 0.14 432 | 0.04 286 | 0.30 312 | 0.09 162 |
|
| PSMNet-RSSM |  | 9.71 451 | 1.73 367 | 6.09 218 | 7.47 483 | 4.27 446 | 10.06 367 | 6.00 442 | 29.14 508 | 21.74 430 | 15.76 389 | 32.88 546 | 22.63 497 | 13.18 471 | 12.94 401 | 9.12 462 | 0.09 345 | 0.02 100 | 0.07 355 | 0.10 377 | 0.70 472 | 0.24 329 |
|
| IER |  | 9.78 452 | 1.55 300 | 9.97 427 | 4.51 258 | 5.23 508 | 13.78 444 | 5.11 410 | 26.66 476 | 22.79 443 | 19.69 483 | 29.45 489 | 16.42 414 | 18.52 563 | 13.64 432 | 7.57 416 | 0.06 328 | 0.03 139 | 0.18 454 | 0.09 364 | 0.18 226 | 0.23 322 |
|
| test_sample6 |  | 9.79 453 | 1.61 330 | 9.84 421 | 5.35 339 | 2.35 327 | 15.59 487 | 6.60 473 | 28.40 497 | 20.96 415 | 19.40 476 | 33.22 550 | 17.17 430 | 11.58 440 | 13.43 423 | 8.82 454 | 0.26 436 | 0.10 338 | 0.10 398 | 0.06 333 | 0.50 418 | 0.41 400 |
|
| psmg |  | 9.80 454 | 1.48 271 | 7.93 304 | 5.18 320 | 3.96 425 | 15.85 492 | 7.93 504 | 29.11 507 | 21.58 426 | 20.93 506 | 25.06 432 | 22.28 494 | 11.53 436 | 14.18 440 | 7.81 425 | 0.19 392 | 0.13 388 | 0.17 449 | 0.04 286 | 0.36 355 | 0.21 304 |
|
| gwcnet-sp |  | 9.81 455 | 2.82 494 | 13.47 499 | 5.99 389 | 4.27 446 | 16.20 505 | 5.91 435 | 25.55 459 | 24.34 466 | 21.01 508 | 20.69 376 | 15.22 394 | 14.96 513 | 14.50 452 | 9.97 471 | 0.05 308 | 0.15 412 | 0.02 269 | 0.08 350 | 0.49 413 | 0.51 427 |
|
| scenet |  | 9.81 455 | 2.82 494 | 13.47 499 | 5.99 389 | 4.27 446 | 16.20 505 | 5.91 435 | 25.55 459 | 24.34 466 | 21.01 508 | 20.69 376 | 15.22 394 | 14.96 513 | 14.50 452 | 9.97 471 | 0.05 308 | 0.15 412 | 0.02 269 | 0.08 350 | 0.49 413 | 0.51 427 |
|
| ssnet |  | 9.81 455 | 2.82 494 | 13.47 499 | 5.99 389 | 4.27 446 | 16.20 505 | 5.91 435 | 25.55 459 | 24.34 466 | 21.01 508 | 20.69 376 | 15.22 394 | 14.96 513 | 14.50 452 | 9.97 471 | 0.05 308 | 0.15 412 | 0.02 269 | 0.08 350 | 0.49 413 | 0.51 427 |
|
| CCAANet |  | 9.84 458 | 1.49 277 | 9.29 389 | 6.41 422 | 5.05 496 | 12.91 429 | 3.79 369 | 28.06 493 | 22.91 444 | 15.23 378 | 36.91 579 | 18.50 456 | 10.70 411 | 16.74 505 | 8.06 437 | 0.12 363 | 0.00 1 | 0.27 487 | 0.01 196 | 0.20 234 | 0.15 246 |
|
| CFNet-ft |   | 9.87 459 | 2.18 461 | 5.49 179 | 7.45 481 | 5.25 510 | 15.76 489 | 5.98 440 | 21.89 420 | 21.87 431 | 14.96 364 | 30.02 497 | 25.68 534 | 13.68 480 | 12.46 377 | 10.94 490 | 0.08 343 | 0.06 234 | 1.83 596 | 0.22 445 | 1.09 512 | 0.43 406 |
|
| CFNet_RVC |  | 9.87 459 | 2.18 461 | 5.49 179 | 7.45 481 | 5.25 510 | 15.76 489 | 5.98 440 | 21.89 420 | 21.87 431 | 14.96 364 | 30.02 497 | 25.68 534 | 13.68 480 | 12.46 377 | 10.94 490 | 0.08 343 | 0.06 234 | 1.83 596 | 0.22 445 | 1.09 512 | 0.43 406 |
|
| PSMNet-ADL |  | 9.88 461 | 2.01 436 | 6.80 250 | 9.18 530 | 4.26 445 | 15.11 475 | 3.50 355 | 27.12 482 | 24.42 469 | 14.72 358 | 18.96 347 | 25.32 532 | 13.43 475 | 15.76 476 | 14.04 518 | 0.79 547 | 0.78 589 | 0.00 1 | 0.02 237 | 0.26 280 | 1.18 524 |
|
| qqq1 |  | 9.96 462 | 1.37 237 | 13.37 494 | 4.41 251 | 1.30 210 | 14.40 462 | 3.29 345 | 30.25 524 | 29.81 514 | 19.55 478 | 29.37 482 | 18.06 448 | 14.40 501 | 15.42 467 | 3.18 272 | 0.38 465 | 0.21 457 | 0.00 1 | 0.01 196 | 0.29 302 | 0.18 274 |
|
| fff1 |  | 9.96 462 | 1.37 237 | 13.37 494 | 4.41 251 | 1.30 210 | 14.40 462 | 3.29 345 | 30.25 524 | 29.81 514 | 19.55 478 | 29.37 482 | 18.06 448 | 14.40 501 | 15.42 467 | 3.18 272 | 0.38 465 | 0.21 457 | 0.00 1 | 0.01 196 | 0.29 302 | 0.18 274 |
|
| UGAM |  | 10.01 464 | 1.28 208 | 9.19 387 | 6.53 430 | 4.31 452 | 6.72 310 | 10.45 551 | 15.31 299 | 25.98 482 | 20.56 500 | 27.42 463 | 22.70 499 | 11.49 434 | 26.30 598 | 10.64 486 | 0.00 1 | 0.00 1 | 0.46 521 | 0.03 262 | 0.39 371 | 0.43 406 |
|
| UDGNet |  | 10.05 465 | 13.89 633 | 10.00 433 | 9.36 534 | 2.69 352 | 7.82 337 | 1.88 252 | 18.86 373 | 34.64 563 | 17.52 437 | 13.70 284 | 13.40 367 | 7.18 342 | 13.01 406 | 6.30 390 | 5.30 633 | 0.08 299 | 12.57 657 | 2.80 623 | 8.19 633 | 1.71 549 |
|
| Selective-IGEV-i16pc |  | 10.06 466 | 1.72 366 | 15.71 534 | 5.65 353 | 1.66 259 | 36.81 643 | 11.67 570 | 18.83 372 | 26.73 491 | 10.16 279 | 21.57 393 | 15.78 403 | 7.07 338 | 14.19 443 | 8.16 442 | 2.15 599 | 0.94 601 | 0.26 485 | 0.53 555 | 0.77 489 | 0.87 492 |
|
| cf-r |  | 10.06 466 | 1.60 325 | 7.99 310 | 5.82 369 | 5.70 539 | 12.92 430 | 4.78 403 | 24.18 447 | 27.47 497 | 16.91 422 | 31.02 515 | 25.12 529 | 14.05 491 | 11.63 328 | 11.01 493 | 0.03 261 | 0.03 139 | 0.05 322 | 0.03 262 | 0.43 385 | 0.39 393 |
|
| ICVP |  | 10.07 468 | 1.73 367 | 6.11 219 | 9.08 526 | 3.31 391 | 12.25 417 | 6.56 470 | 26.30 472 | 22.52 439 | 16.49 410 | 31.80 529 | 26.94 545 | 12.42 456 | 11.35 310 | 10.92 488 | 1.17 579 | 0.57 572 | 0.17 449 | 0.10 377 | 0.58 447 | 1.07 515 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| G2L-Stereo |  | 10.09 469 | 1.97 423 | 9.53 401 | 7.09 463 | 4.21 442 | 9.10 357 | 8.53 513 | 29.05 506 | 22.51 438 | 19.28 475 | 25.57 440 | 22.70 499 | 10.67 410 | 15.44 471 | 14.88 528 | 0.25 431 | 0.04 160 | 0.08 366 | 0.01 196 | 0.36 355 | 0.42 403 |
|
| hknet |  | 10.13 470 | 1.56 311 | 10.27 439 | 6.74 447 | 3.72 412 | 16.10 499 | 7.13 489 | 33.06 568 | 21.12 419 | 17.99 446 | 21.34 389 | 23.11 502 | 14.95 512 | 16.43 499 | 8.34 445 | 0.14 370 | 0.13 388 | 0.14 432 | 0.04 286 | 0.30 312 | 0.09 162 |
|
| AdaStereo |  | 10.22 471 | 3.63 522 | 9.14 385 | 9.15 528 | 3.24 389 | 15.79 491 | 5.39 423 | 31.94 549 | 25.42 475 | 18.39 461 | 26.47 451 | 19.44 468 | 9.50 392 | 16.60 503 | 8.59 450 | 0.44 486 | 0.05 197 | 0.40 517 | 0.00 1 | 0.57 443 | 0.16 255 |
| 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 |  | 10.25 472 | 1.91 411 | 11.88 471 | 4.98 291 | 4.08 435 | 15.11 475 | 3.57 364 | 28.02 492 | 31.98 540 | 18.21 453 | 25.20 435 | 23.27 505 | 9.38 389 | 13.38 420 | 7.22 404 | 0.23 420 | 0.81 590 | 1.65 595 | 0.22 445 | 3.01 577 | 0.93 499 |
|
| iResNet |  | 10.26 473 | 3.10 509 | 15.72 535 | 7.35 474 | 2.13 308 | 13.86 449 | 7.07 486 | 22.80 432 | 28.01 500 | 20.10 492 | 30.40 503 | 16.79 419 | 11.06 422 | 14.46 451 | 10.29 482 | 0.39 474 | 0.05 197 | 0.00 1 | 0.07 344 | 0.73 480 | 0.73 472 |
|
| RAFT + AFF |  | 10.27 474 | 3.77 527 | 17.13 548 | 10.24 565 | 4.97 488 | 13.08 432 | 11.52 568 | 25.69 462 | 25.80 478 | 14.72 358 | 16.12 312 | 19.16 464 | 11.35 432 | 16.24 497 | 9.04 460 | 0.30 446 | 1.46 614 | 0.66 542 | 0.20 438 | 2.03 559 | 1.94 556 |
|
| ACVNet |  | 10.36 475 | 1.68 359 | 5.49 179 | 6.01 392 | 2.75 359 | 12.78 427 | 3.56 362 | 21.89 420 | 34.81 564 | 14.96 364 | 30.78 509 | 24.72 525 | 13.88 488 | 15.81 478 | 17.20 545 | 0.13 368 | 0.01 43 | 0.06 344 | 0.06 333 | 0.51 422 | 0.15 246 |
|
| G2L-Stereo_test |  | 10.39 476 | 1.61 330 | 7.86 300 | 4.75 275 | 4.34 456 | 11.83 404 | 11.94 575 | 32.49 560 | 22.58 440 | 23.08 538 | 24.40 425 | 21.48 485 | 11.95 447 | 15.64 472 | 13.00 505 | 0.04 282 | 0.06 234 | 0.01 242 | 0.02 237 | 0.32 334 | 0.37 387 |
|
| RT-IGEV |  | 10.44 477 | 1.62 336 | 11.92 472 | 5.95 385 | 2.23 316 | 21.30 557 | 14.50 597 | 29.47 515 | 24.30 462 | 21.51 519 | 20.17 365 | 23.81 514 | 12.18 451 | 13.13 411 | 4.90 350 | 0.10 351 | 0.27 501 | 0.05 322 | 0.37 522 | 0.52 428 | 0.55 436 |
|
| test_sample7 |  | 10.45 478 | 2.24 466 | 9.90 423 | 5.32 335 | 2.01 302 | 14.98 472 | 7.44 497 | 28.75 500 | 23.91 459 | 24.38 551 | 21.03 385 | 24.64 521 | 17.82 555 | 13.58 429 | 9.82 467 | 0.59 515 | 0.87 595 | 0.39 516 | 0.12 390 | 0.66 468 | 0.47 417 |
|
| tta |  | 10.45 478 | 1.37 237 | 13.37 494 | 4.41 251 | 1.30 210 | 14.39 459 | 3.29 345 | 30.25 524 | 29.81 514 | 19.55 478 | 29.37 482 | 18.06 448 | 14.40 501 | 15.42 467 | 12.69 502 | 0.38 465 | 0.21 457 | 0.28 495 | 0.03 262 | 0.29 302 | 0.18 274 |
|
| SMFormer |  | 10.46 480 | 1.37 237 | 13.37 494 | 4.41 251 | 1.30 210 | 14.40 462 | 3.29 345 | 30.25 524 | 29.81 514 | 19.55 478 | 29.37 482 | 18.06 448 | 14.40 501 | 15.42 467 | 12.70 503 | 0.38 465 | 0.21 457 | 0.28 495 | 0.03 262 | 0.33 343 | 0.31 367 |
|
| ToySt |  | 10.51 481 | 2.00 428 | 15.67 533 | 5.33 336 | 0.95 168 | 14.97 471 | 9.51 527 | 24.02 443 | 27.37 495 | 14.61 356 | 24.67 430 | 24.56 519 | 14.70 510 | 16.86 507 | 13.35 510 | 0.06 328 | 0.23 475 | 0.03 289 | 0.09 364 | 0.62 455 | 0.67 461 |
|
| AACVNet |  | 10.58 482 | 2.86 497 | 9.78 420 | 8.95 523 | 3.30 390 | 10.80 384 | 4.78 403 | 22.37 426 | 12.55 301 | 27.50 584 | 29.84 494 | 30.06 565 | 15.99 530 | 19.10 534 | 11.60 498 | 0.40 477 | 0.18 436 | 0.22 474 | 0.03 262 | 0.62 455 | 0.73 472 |
|
| GwcNet-RSSM |  | 10.65 483 | 1.94 419 | 8.57 346 | 6.89 456 | 5.26 513 | 12.26 418 | 5.21 412 | 25.80 465 | 31.50 531 | 16.67 416 | 33.52 556 | 23.70 512 | 13.88 488 | 12.84 394 | 13.67 514 | 0.05 308 | 0.10 338 | 0.14 432 | 0.02 237 | 0.65 464 | 0.39 393 |
|
| CFNet |  | 10.67 484 | 2.33 471 | 8.90 358 | 6.66 441 | 4.09 437 | 16.05 495 | 4.26 388 | 30.44 530 | 31.01 527 | 18.53 463 | 26.48 452 | 23.69 511 | 13.68 480 | 15.27 461 | 10.59 485 | 0.05 308 | 0.02 100 | 0.44 518 | 0.05 314 | 0.73 480 | 0.23 322 |
|
| DDVS |  | 10.70 485 | 3.00 505 | 11.95 473 | 6.84 454 | 3.80 418 | 15.73 488 | 2.83 329 | 23.57 439 | 17.37 375 | 20.98 507 | 29.89 495 | 31.40 575 | 8.70 372 | 19.22 537 | 13.19 508 | 0.74 539 | 1.53 616 | 0.07 355 | 0.21 442 | 0.84 495 | 2.11 562 |
|
| mmx |  | 10.71 486 | 1.43 255 | 9.67 412 | 5.70 359 | 3.44 396 | 11.96 409 | 6.35 455 | 32.18 553 | 28.03 501 | 15.83 391 | 31.44 524 | 17.22 431 | 10.87 416 | 16.19 493 | 21.98 578 | 0.22 411 | 0.06 234 | 0.80 554 | 0.08 350 | 0.48 404 | 0.21 304 |
|
| xxx |   | 10.71 486 | 1.43 255 | 9.67 412 | 5.70 359 | 3.44 396 | 11.96 409 | 6.35 455 | 32.18 553 | 28.03 501 | 15.83 391 | 31.44 524 | 17.22 431 | 10.87 416 | 16.19 493 | 21.98 578 | 0.22 411 | 0.06 234 | 0.80 554 | 0.08 350 | 0.48 404 | 0.21 304 |
|
| NINENet |  | 10.74 488 | 2.29 468 | 10.44 442 | 8.03 502 | 5.09 498 | 17.62 530 | 2.79 325 | 38.69 625 | 33.24 552 | 18.35 459 | 26.31 449 | 14.49 382 | 9.40 390 | 15.88 481 | 10.57 483 | 0.41 479 | 0.21 457 | 0.29 499 | 0.00 1 | 0.42 383 | 0.23 322 |
|
| LMCR-Stereo |   | 10.75 489 | 4.13 538 | 10.67 447 | 13.11 608 | 3.99 430 | 16.68 517 | 5.91 435 | 25.30 456 | 22.69 441 | 22.04 525 | 21.80 398 | 14.67 386 | 14.24 497 | 20.55 564 | 15.86 534 | 1.90 595 | 0.04 160 | 0.00 1 | 0.02 237 | 1.29 527 | 0.18 274 |
|
| DeepPruner_ROB |  | 10.77 490 | 4.56 544 | 13.13 489 | 6.37 418 | 4.28 451 | 10.14 368 | 6.86 480 | 36.42 606 | 19.59 400 | 17.87 442 | 27.37 462 | 23.19 504 | 12.26 452 | 19.09 533 | 10.23 480 | 1.05 572 | 0.48 554 | 0.23 478 | 0.15 410 | 0.89 500 | 1.17 522 |
|
| LL-Strereo |  | 10.79 491 | 3.52 520 | 12.54 481 | 8.77 519 | 5.44 525 | 7.49 329 | 9.26 523 | 35.15 594 | 28.70 506 | 16.47 409 | 15.85 309 | 21.06 482 | 17.42 550 | 21.62 570 | 9.72 466 | 0.21 405 | 0.22 467 | 0.74 548 | 0.08 350 | 0.98 506 | 0.60 447 |
|
| DAS |  | 10.80 492 | 2.03 441 | 13.96 507 | 9.01 524 | 6.23 559 | 14.67 468 | 7.38 495 | 21.59 414 | 32.58 547 | 18.67 466 | 28.13 469 | 19.20 465 | 17.08 545 | 16.54 502 | 7.31 406 | 0.58 511 | 0.01 43 | 0.29 499 | 0.01 196 | 0.47 401 | 0.20 293 |
|
| GMStereo_Zeroshot |   | 10.83 493 | 7.81 593 | 19.95 579 | 9.55 541 | 2.47 337 | 11.83 404 | 1.31 139 | 20.84 405 | 20.52 409 | 22.73 532 | 35.93 572 | 24.76 527 | 5.94 289 | 19.68 541 | 7.04 401 | 0.45 488 | 0.02 100 | 0.25 482 | 0.01 196 | 5.38 615 | 0.19 288 |
|
| HSM-Net_RVC |   | 10.88 494 | 1.23 191 | 5.46 174 | 5.57 349 | 2.63 349 | 20.12 548 | 6.06 448 | 27.67 489 | 28.35 505 | 20.63 502 | 25.51 438 | 34.01 599 | 14.38 500 | 16.18 492 | 9.29 463 | 0.11 357 | 0.07 263 | 0.01 242 | 0.00 1 | 0.13 186 | 0.14 226 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| NOSS_ROB |  | 10.99 495 | 3.81 530 | 6.88 253 | 6.69 443 | 2.30 322 | 16.06 497 | 10.94 556 | 30.06 521 | 32.41 545 | 16.10 398 | 18.72 345 | 22.78 501 | 14.21 496 | 17.52 513 | 8.62 452 | 2.35 603 | 1.84 621 | 3.32 622 | 1.57 606 | 2.06 560 | 1.52 540 |
|
| ac_64 |  | 11.10 496 | 1.49 277 | 9.88 422 | 8.24 509 | 5.45 526 | 19.12 540 | 6.46 464 | 24.10 445 | 14.34 329 | 22.80 534 | 23.87 422 | 33.28 592 | 15.54 525 | 18.87 529 | 17.26 547 | 0.28 442 | 0.12 372 | 0.02 269 | 0.02 237 | 0.26 280 | 0.63 451 |
|
| 1111x |  | 11.32 497 | 1.34 231 | 8.95 363 | 5.20 324 | 1.96 296 | 14.46 465 | 7.75 503 | 35.65 599 | 28.23 504 | 15.66 387 | 26.66 455 | 26.65 539 | 14.76 511 | 15.88 481 | 22.27 583 | 0.24 425 | 0.13 388 | 0.04 311 | 0.06 333 | 0.30 312 | 0.24 329 |
|
| HSM |  | 11.33 498 | 1.80 399 | 7.04 263 | 6.13 405 | 3.99 430 | 16.16 503 | 6.92 483 | 29.69 519 | 19.39 398 | 22.95 535 | 26.05 447 | 41.08 635 | 15.79 528 | 20.25 555 | 8.89 459 | 0.02 222 | 0.03 139 | 0.01 242 | 0.00 1 | 0.15 200 | 0.34 377 |
|
| SepStereo |  | 11.34 499 | 2.03 441 | 13.96 507 | 9.01 524 | 6.23 559 | 14.67 468 | 7.38 495 | 21.59 414 | 32.58 547 | 18.67 466 | 28.13 469 | 19.20 465 | 17.08 545 | 27.36 603 | 7.31 406 | 0.58 511 | 0.01 43 | 0.29 499 | 0.01 196 | 0.47 401 | 0.20 293 |
|
| DMCA-RVC |   | 11.41 500 | 3.32 514 | 11.68 468 | 10.12 560 | 4.81 480 | 11.92 407 | 4.11 379 | 24.67 451 | 23.66 454 | 20.06 491 | 28.51 476 | 26.71 540 | 24.96 602 | 15.95 489 | 14.82 525 | 0.41 479 | 0.34 524 | 0.56 533 | 0.16 413 | 0.72 478 | 0.69 464 |
|
| ITSA-stereo |  | 11.44 501 | 2.03 441 | 10.92 457 | 5.90 380 | 1.78 275 | 12.05 413 | 4.17 383 | 36.77 609 | 49.15 636 | 18.17 451 | 18.53 343 | 21.79 488 | 12.59 462 | 15.74 475 | 14.05 519 | 0.45 488 | 0.39 528 | 0.28 495 | 0.29 490 | 0.98 506 | 2.81 578 |
|
| test_xeample |   | 11.49 502 | 1.24 198 | 7.50 283 | 5.22 328 | 2.18 313 | 17.40 523 | 6.49 466 | 31.14 538 | 22.77 442 | 17.90 444 | 33.09 549 | 18.48 455 | 14.61 507 | 13.51 426 | 37.38 655 | 0.16 381 | 0.13 388 | 0.01 242 | 0.03 262 | 0.23 257 | 0.24 329 |
|
| coex_refinement |  | 11.56 503 | 1.53 292 | 7.45 282 | 8.18 506 | 5.09 498 | 17.10 520 | 7.07 486 | 31.05 537 | 32.20 543 | 18.57 464 | 30.81 511 | 25.84 536 | 12.31 454 | 13.41 422 | 19.47 560 | 0.23 420 | 0.04 160 | 0.02 269 | 0.10 377 | 0.44 388 | 0.37 387 |
|
| RASNet |  | 11.59 504 | 1.71 364 | 10.36 441 | 6.30 414 | 5.66 535 | 15.48 485 | 6.12 449 | 34.50 587 | 20.86 414 | 16.61 414 | 32.51 541 | 22.04 491 | 23.00 586 | 19.44 538 | 16.15 538 | 0.71 531 | 0.03 139 | 0.05 322 | 0.01 196 | 0.15 200 | 0.13 216 |
|
| ACV-stereo |  | 11.65 505 | 5.15 556 | 28.84 604 | 6.80 451 | 3.33 392 | 20.38 549 | 6.59 472 | 21.03 407 | 20.57 410 | 17.67 439 | 20.95 384 | 26.81 542 | 16.69 537 | 20.19 553 | 13.26 509 | 0.72 533 | 1.11 605 | 0.15 439 | 0.09 364 | 0.65 464 | 2.13 563 |
|
| iResNet_ROB |  | 11.71 506 | 1.96 422 | 10.77 450 | 6.01 392 | 3.68 410 | 15.13 477 | 2.34 294 | 31.72 546 | 37.58 583 | 26.16 572 | 32.77 543 | 25.88 537 | 15.34 523 | 16.35 498 | 7.94 431 | 0.19 392 | 0.01 43 | 0.00 1 | 0.00 1 | 0.31 324 | 0.12 201 |
|
| UPFNet |  | 11.72 507 | 1.52 290 | 10.33 440 | 7.38 476 | 7.14 584 | 20.05 547 | 9.62 529 | 28.90 505 | 25.94 481 | 20.02 489 | 29.73 493 | 20.91 479 | 16.34 533 | 18.61 527 | 16.17 539 | 0.26 436 | 0.17 428 | 0.25 482 | 0.03 262 | 0.55 435 | 0.56 441 |
|
| FADNet-RVC-Resample |  | 11.72 507 | 4.35 542 | 30.33 614 | 9.46 539 | 3.90 422 | 14.11 451 | 7.17 491 | 25.78 463 | 23.31 446 | 23.27 540 | 29.52 490 | 19.50 470 | 15.00 517 | 15.38 466 | 8.33 444 | 0.53 506 | 0.50 559 | 0.49 524 | 0.50 551 | 1.38 534 | 1.67 547 |
|
| xxxx |  | 11.74 509 | 1.16 172 | 7.88 301 | 5.61 351 | 1.99 300 | 20.46 550 | 3.12 341 | 33.99 578 | 23.76 458 | 15.53 384 | 30.67 505 | 26.88 544 | 14.50 505 | 12.98 404 | 35.48 646 | 0.19 392 | 0.18 436 | 0.01 242 | 0.02 237 | 0.22 242 | 0.27 346 |
|
| CBMV_ROB |  | 11.77 510 | 2.89 498 | 6.92 256 | 5.20 324 | 2.88 365 | 14.12 452 | 4.79 405 | 26.69 477 | 29.84 518 | 26.17 573 | 31.92 531 | 23.61 510 | 20.74 578 | 20.20 554 | 10.18 476 | 1.78 592 | 1.80 620 | 2.17 604 | 1.26 600 | 1.61 538 | 0.55 436 |
|
| DSFCA |  | 11.85 511 | 2.01 436 | 12.93 487 | 5.40 343 | 6.87 577 | 15.36 479 | 10.45 551 | 30.68 532 | 31.84 533 | 25.99 569 | 23.52 417 | 22.03 490 | 14.05 491 | 20.28 558 | 12.46 500 | 0.57 510 | 0.41 532 | 0.28 495 | 0.38 525 | 1.02 508 | 0.47 417 |
|
| FADNet_RVC |  | 11.94 512 | 5.17 557 | 39.74 633 | 6.44 424 | 3.46 400 | 11.42 398 | 4.17 383 | 29.16 509 | 26.89 492 | 17.97 445 | 25.96 441 | 13.41 368 | 15.67 526 | 15.84 480 | 13.54 513 | 0.90 561 | 0.75 587 | 0.55 531 | 1.20 597 | 3.65 595 | 2.85 579 |
|
| iResNetv2_ROB |  | 12.00 513 | 2.91 500 | 13.46 498 | 5.82 369 | 3.73 413 | 13.15 434 | 6.45 463 | 34.15 580 | 36.02 574 | 25.25 561 | 33.81 560 | 29.79 561 | 14.24 497 | 13.61 431 | 6.10 385 | 0.21 405 | 0.02 100 | 0.12 415 | 0.00 1 | 0.82 493 | 0.25 336 |
|
| hitnet-ft |   | 12.04 514 | 2.11 451 | 6.14 220 | 7.27 471 | 3.90 422 | 25.98 593 | 3.56 362 | 22.56 427 | 23.74 456 | 20.55 498 | 33.81 560 | 31.59 576 | 18.67 566 | 19.47 539 | 17.20 545 | 0.42 483 | 1.36 611 | 0.35 509 | 0.07 344 | 1.11 515 | 0.86 490 |
|
| NLCA_NET_v2_RVC |  | 12.05 515 | 3.43 517 | 16.25 541 | 7.62 489 | 5.58 530 | 14.57 466 | 6.00 442 | 32.98 567 | 27.41 496 | 21.69 521 | 31.40 522 | 25.21 530 | 13.47 476 | 14.96 459 | 15.60 533 | 0.84 555 | 0.33 521 | 0.35 509 | 0.35 515 | 1.29 527 | 1.78 550 |
| 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 |  | 12.16 516 | 1.68 359 | 11.97 474 | 7.70 491 | 6.20 556 | 19.61 544 | 5.52 425 | 25.78 463 | 34.81 564 | 25.62 567 | 30.78 509 | 24.72 525 | 13.20 473 | 15.81 478 | 18.80 556 | 0.13 368 | 0.01 43 | 0.06 344 | 0.06 333 | 0.63 458 | 0.15 246 |
|
| dad |  | 12.24 517 | 10.20 609 | 13.68 504 | 6.64 440 | 1.47 234 | 13.55 442 | 3.58 365 | 17.62 342 | 35.33 569 | 27.15 583 | 32.65 542 | 30.85 569 | 10.86 415 | 14.33 446 | 10.04 474 | 2.95 614 | 0.55 570 | 7.92 647 | 0.91 580 | 3.35 590 | 1.17 522 |
|
| ISRNet |  | 12.26 518 | 2.02 438 | 17.38 549 | 12.71 605 | 6.24 561 | 7.39 327 | 1.62 191 | 29.23 511 | 31.94 539 | 22.65 531 | 35.28 568 | 24.62 520 | 15.27 521 | 15.28 462 | 13.76 516 | 0.78 543 | 1.00 602 | 2.30 607 | 0.52 553 | 0.92 505 | 4.29 604 |
|
| pcwnet_v2 |  | 12.32 519 | 2.00 428 | 17.53 553 | 7.79 496 | 5.69 538 | 17.06 519 | 3.69 368 | 36.52 607 | 46.17 626 | 20.55 498 | 29.39 487 | 16.50 415 | 13.00 470 | 15.70 474 | 9.32 464 | 0.50 500 | 1.00 602 | 0.34 508 | 0.24 464 | 2.00 556 | 1.38 532 |
|
| 222 |  | 12.33 520 | 1.29 212 | 8.09 316 | 6.06 397 | 2.14 309 | 19.51 543 | 2.53 310 | 33.63 574 | 23.55 449 | 21.72 522 | 30.51 504 | 20.11 474 | 16.77 539 | 13.22 415 | 46.51 677 | 0.15 379 | 0.14 405 | 0.01 242 | 0.03 262 | 0.26 280 | 0.26 340 |
|
| ADLNet |  | 12.34 521 | 2.22 463 | 10.14 436 | 8.38 512 | 6.78 574 | 17.56 526 | 9.05 517 | 33.21 571 | 26.28 486 | 27.06 580 | 26.01 443 | 26.80 541 | 13.76 483 | 16.99 509 | 18.74 555 | 0.24 425 | 0.39 528 | 0.23 478 | 0.10 377 | 0.64 462 | 2.16 568 |
|
| CBFPSM |  | 12.42 522 | 2.59 487 | 28.96 607 | 4.74 272 | 3.20 386 | 22.33 563 | 16.31 618 | 21.13 409 | 21.03 417 | 21.04 511 | 27.81 465 | 30.24 566 | 15.99 530 | 14.59 456 | 14.80 524 | 0.04 282 | 0.49 557 | 0.10 398 | 0.16 413 | 0.51 422 | 2.34 572 |
|
| DualNet (step1) |  | 12.44 523 | 4.86 550 | 17.49 550 | 5.97 386 | 2.94 373 | 17.57 527 | 8.30 507 | 28.75 500 | 23.91 459 | 24.38 551 | 21.03 385 | 24.64 521 | 17.82 555 | 13.58 429 | 9.82 467 | 6.44 641 | 0.87 595 | 6.62 636 | 7.44 649 | 3.20 586 | 3.11 586 |
|
| ADLNet2 |  | 12.44 523 | 2.17 458 | 12.84 486 | 9.17 529 | 5.82 545 | 20.00 546 | 10.13 544 | 32.53 562 | 36.22 577 | 18.62 465 | 19.39 352 | 21.96 489 | 17.07 544 | 21.43 569 | 19.42 559 | 0.24 425 | 0.15 412 | 0.06 344 | 0.08 350 | 0.86 497 | 0.57 442 |
|
| AASNet |  | 12.49 525 | 2.46 477 | 10.49 443 | 9.82 550 | 6.86 576 | 17.33 522 | 6.73 476 | 41.09 639 | 37.86 586 | 22.53 530 | 29.11 479 | 16.68 418 | 13.48 478 | 14.54 455 | 17.87 551 | 0.20 400 | 0.02 100 | 0.78 550 | 0.05 314 | 1.18 519 | 0.76 476 |
|
| HBP-ISP |  | 12.52 526 | 7.82 594 | 8.47 339 | 7.57 488 | 4.27 446 | 12.56 421 | 6.42 462 | 28.68 499 | 29.56 509 | 21.11 513 | 35.69 570 | 15.85 404 | 18.42 562 | 20.44 561 | 11.00 492 | 3.03 615 | 2.63 634 | 7.09 645 | 3.97 633 | 3.58 593 | 2.27 570 |
|
| Selective-IGEV-i16pb |  | 12.56 527 | 1.79 398 | 18.70 567 | 6.40 421 | 2.14 309 | 35.66 639 | 11.00 558 | 31.78 547 | 35.44 570 | 14.65 357 | 26.95 457 | 19.68 473 | 11.09 423 | 15.94 486 | 13.10 506 | 2.24 600 | 1.00 602 | 0.49 524 | 0.95 584 | 1.14 518 | 1.06 513 |
|
| CRFU-Net |  | 12.56 527 | 2.89 498 | 11.77 469 | 8.18 506 | 5.80 544 | 24.84 581 | 10.46 555 | 24.56 449 | 13.12 311 | 30.06 602 | 29.37 482 | 29.09 552 | 19.64 571 | 19.96 546 | 18.53 554 | 0.82 552 | 0.48 554 | 0.27 487 | 0.15 410 | 0.53 429 | 0.68 462 |
|
| UNet |  | 12.64 529 | 2.02 438 | 13.36 493 | 6.85 455 | 7.76 598 | 25.31 590 | 4.74 402 | 34.10 579 | 28.19 503 | 20.03 490 | 31.07 516 | 27.02 547 | 17.36 548 | 20.18 552 | 13.87 517 | 0.06 328 | 0.05 197 | 0.27 487 | 0.01 196 | 0.23 257 | 0.39 393 |
|
| delet |  | 12.65 530 | 1.85 404 | 11.36 462 | 7.71 493 | 6.22 558 | 22.52 565 | 10.22 548 | 28.14 495 | 37.67 584 | 19.66 482 | 29.24 481 | 21.00 481 | 15.99 530 | 21.97 571 | 17.77 550 | 0.03 261 | 0.07 263 | 0.19 462 | 0.04 286 | 0.60 450 | 0.75 475 |
|
| HGLStereo |  | 12.72 531 | 2.66 489 | 12.34 478 | 9.93 554 | 7.55 592 | 16.16 503 | 7.45 498 | 31.48 544 | 27.01 493 | 20.01 488 | 35.31 569 | 26.98 546 | 18.90 567 | 17.87 517 | 18.90 557 | 0.33 452 | 0.16 423 | 0.07 355 | 0.05 314 | 0.48 404 | 0.70 468 |
|
| GEStereo_RVC |  | 12.81 532 | 2.49 480 | 13.64 502 | 9.68 546 | 4.97 488 | 18.16 532 | 11.30 564 | 31.26 540 | 47.47 629 | 19.84 485 | 26.97 458 | 19.03 461 | 13.19 472 | 20.14 551 | 14.86 527 | 0.83 554 | 0.51 563 | 0.10 398 | 0.13 395 | 0.54 431 | 0.99 506 |
|
| CSP-Net |  | 12.85 533 | 2.95 502 | 9.64 410 | 5.94 384 | 3.96 425 | 25.85 591 | 9.93 533 | 28.81 504 | 26.00 483 | 29.31 598 | 32.44 540 | 30.00 563 | 15.16 519 | 20.25 555 | 14.30 522 | 0.55 509 | 0.19 443 | 0.03 289 | 0.00 1 | 0.65 464 | 0.98 505 |
|
| SGM-Forest |  | 12.92 534 | 1.87 405 | 6.61 236 | 5.68 357 | 2.05 304 | 23.19 571 | 11.30 564 | 34.24 583 | 30.77 525 | 26.54 575 | 31.99 532 | 29.98 562 | 15.74 527 | 21.17 568 | 13.36 511 | 1.05 572 | 0.33 521 | 0.84 561 | 0.01 196 | 0.71 474 | 0.97 502 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| MMNet |  | 12.97 535 | 2.08 447 | 12.74 484 | 6.98 458 | 6.27 563 | 26.39 598 | 4.73 401 | 23.10 435 | 41.79 604 | 25.48 565 | 32.29 539 | 21.09 483 | 17.79 553 | 19.52 540 | 17.90 552 | 0.19 392 | 0.07 263 | 0.10 398 | 0.00 1 | 0.37 362 | 0.59 446 |
|
| STTStereo |  | 12.97 535 | 4.88 553 | 26.57 600 | 7.54 486 | 5.41 522 | 13.43 438 | 6.49 466 | 30.53 531 | 26.35 488 | 25.14 560 | 31.43 523 | 32.00 580 | 14.12 493 | 16.01 491 | 14.83 526 | 0.29 444 | 0.31 513 | 0.67 543 | 1.08 591 | 1.21 521 | 1.11 516 |
|
| TDLM |  | 12.98 537 | 3.78 528 | 9.77 419 | 10.75 578 | 4.94 486 | 16.10 499 | 14.08 593 | 35.05 592 | 31.87 534 | 22.36 527 | 26.51 454 | 26.09 538 | 14.97 516 | 24.73 590 | 13.11 507 | 1.05 572 | 0.05 197 | 1.21 584 | 0.27 483 | 1.83 549 | 1.00 508 |
|
| AANet_RVC |  | 13.16 538 | 5.34 561 | 10.83 453 | 8.20 508 | 4.44 463 | 14.13 453 | 9.46 526 | 28.78 503 | 37.67 584 | 23.44 542 | 37.47 584 | 23.48 508 | 15.83 529 | 22.39 575 | 16.63 541 | 1.67 589 | 0.86 593 | 0.24 481 | 0.02 237 | 0.63 458 | 1.60 543 |
|
| psm_up |  | 13.18 539 | 1.91 411 | 8.81 356 | 9.59 544 | 5.84 548 | 15.17 478 | 11.37 566 | 38.74 626 | 30.81 526 | 20.66 503 | 30.32 502 | 30.00 563 | 23.12 587 | 19.19 535 | 16.02 535 | 0.58 511 | 0.10 338 | 0.17 449 | 0.01 196 | 0.65 464 | 0.55 436 |
|
| xyz-stereo |  | 13.23 540 | 0.83 70 | 38.70 630 | 2.53 68 | 0.83 153 | 41.19 658 | 4.82 409 | 13.68 268 | 26.28 486 | 22.98 536 | 37.78 586 | 29.35 557 | 18.53 564 | 18.11 522 | 7.85 428 | 0.22 411 | 0.03 139 | 0.64 540 | 0.01 196 | 0.13 186 | 0.06 126 |
|
| ssnet_v2 |  | 13.23 540 | 2.43 474 | 11.25 459 | 7.34 473 | 2.92 372 | 23.05 570 | 12.95 582 | 35.93 602 | 32.92 551 | 21.23 516 | 25.38 436 | 28.81 551 | 15.22 520 | 22.57 576 | 19.81 563 | 0.18 388 | 0.08 299 | 0.19 462 | 0.05 314 | 1.24 524 | 1.06 513 |
|
| CVANet_RVC |  | 13.24 542 | 3.39 516 | 8.43 334 | 8.42 513 | 5.04 495 | 18.52 538 | 11.72 572 | 32.03 551 | 33.85 554 | 23.17 539 | 32.77 543 | 29.78 560 | 16.51 536 | 23.20 580 | 11.28 494 | 0.94 562 | 0.04 160 | 1.19 583 | 0.47 547 | 3.13 582 | 1.01 509 |
|
| FADNet-RVC |  | 13.27 543 | 11.57 624 | 39.71 632 | 7.94 499 | 4.50 469 | 15.41 482 | 6.95 485 | 27.96 490 | 22.98 445 | 20.37 497 | 30.73 508 | 26.86 543 | 11.31 431 | 20.50 563 | 14.28 521 | 0.14 370 | 0.14 405 | 0.13 427 | 0.18 420 | 2.83 573 | 0.86 490 |
|
| DLCB_ROB |  | 13.35 544 | 3.00 505 | 9.12 381 | 9.43 535 | 5.68 536 | 21.80 560 | 10.12 543 | 29.19 510 | 29.92 519 | 27.71 585 | 31.45 528 | 32.37 583 | 19.50 570 | 19.02 531 | 16.73 542 | 0.22 411 | 0.04 160 | 0.38 515 | 0.06 333 | 0.49 413 | 0.85 489 |
|
| StereoDRNet-Refined |  | 13.36 545 | 2.80 492 | 10.82 452 | 7.94 499 | 3.10 382 | 18.95 539 | 4.45 392 | 28.47 498 | 29.65 512 | 29.11 594 | 41.47 611 | 24.44 518 | 17.64 551 | 23.34 581 | 21.66 574 | 0.16 381 | 0.07 263 | 0.53 529 | 0.32 505 | 0.77 489 | 1.64 545 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| SACVNet |  | 13.38 546 | 4.08 536 | 11.41 464 | 11.67 595 | 5.79 543 | 17.28 521 | 9.39 524 | 32.77 564 | 22.29 435 | 28.11 588 | 33.35 552 | 32.48 584 | 21.86 582 | 19.75 542 | 10.28 481 | 1.00 568 | 0.48 554 | 0.85 562 | 0.29 490 | 1.31 530 | 3.08 584 |
|
| iinet-f |  | 13.51 547 | 4.29 539 | 45.90 646 | 6.01 392 | 3.96 425 | 21.00 553 | 13.40 588 | 27.40 487 | 21.12 419 | 21.11 513 | 30.72 507 | 21.49 486 | 16.96 542 | 15.33 463 | 19.50 561 | 0.12 363 | 0.42 536 | 0.09 378 | 0.05 314 | 0.89 500 | 0.39 393 |
|
| rvit_105_1 |  | 13.56 548 | 5.57 564 | 19.88 578 | 13.22 609 | 4.58 474 | 15.04 474 | 28.61 669 | 26.56 475 | 42.75 610 | 18.83 469 | 24.53 427 | 20.93 480 | 13.85 486 | 18.02 521 | 11.90 499 | 1.74 590 | 0.60 574 | 0.25 482 | 2.10 617 | 0.61 452 | 1.64 545 |
|
| CBMV |   | 13.69 549 | 3.63 522 | 8.02 313 | 5.93 383 | 2.69 352 | 22.57 566 | 12.44 579 | 29.81 520 | 31.57 532 | 31.20 608 | 33.79 559 | 31.04 570 | 17.41 549 | 25.28 593 | 14.11 520 | 0.71 531 | 0.60 574 | 0.60 536 | 0.11 387 | 1.11 515 | 1.13 519 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| PS-NSSS |  | 13.70 550 | 7.41 591 | 14.68 523 | 6.70 444 | 5.63 533 | 18.43 536 | 12.59 580 | 38.89 628 | 25.56 476 | 20.27 495 | 35.71 571 | 21.11 484 | 16.35 534 | 17.16 511 | 17.56 548 | 2.28 601 | 0.53 567 | 5.37 628 | 0.36 518 | 4.28 602 | 3.09 585 |
|
| FADNet |  | 14.18 551 | 10.92 618 | 37.56 627 | 7.79 496 | 6.64 568 | 17.48 525 | 6.91 482 | 34.73 589 | 34.03 555 | 18.85 470 | 27.02 459 | 28.26 549 | 14.24 497 | 17.77 516 | 10.09 475 | 0.41 479 | 0.67 581 | 0.37 513 | 0.37 522 | 8.13 631 | 1.34 529 |
|
| fast-acv-ft |  | 14.25 552 | 4.00 535 | 16.20 539 | 7.51 484 | 5.14 505 | 26.38 597 | 9.77 531 | 24.62 450 | 34.84 566 | 25.30 563 | 37.27 582 | 32.09 581 | 20.38 576 | 18.32 523 | 19.50 561 | 0.36 461 | 0.32 516 | 0.63 538 | 0.47 547 | 1.18 519 | 0.76 476 |
|
| DStereoRT |  | 14.31 553 | 2.30 469 | 10.03 435 | 10.45 568 | 5.01 494 | 18.36 533 | 6.38 460 | 27.11 481 | 26.47 489 | 15.77 390 | 24.40 425 | 10.48 309 | 14.62 508 | 17.08 510 | 9.45 465 | 1.32 583 | 0.51 563 | 57.89 689 | 25.93 677 | 0.56 441 | 2.01 559 |
|
| pmcnn |  | 14.59 554 | 3.68 525 | 19.78 577 | 6.83 453 | 4.51 470 | 21.27 556 | 14.67 599 | 27.37 485 | 30.54 522 | 27.09 582 | 40.19 603 | 38.71 621 | 18.53 564 | 17.70 515 | 19.27 558 | 0.84 555 | 0.09 318 | 0.00 1 | 0.00 1 | 0.48 404 | 0.31 367 |
|
| Anonymous_2 |  | 14.95 555 | 6.75 584 | 17.63 555 | 5.45 345 | 7.10 583 | 26.19 594 | 11.58 569 | 18.06 357 | 17.30 373 | 17.61 438 | 15.47 302 | 23.33 506 | 20.95 580 | 20.55 564 | 14.63 523 | 11.05 660 | 12.86 671 | 11.27 655 | 25.12 676 | 11.32 649 | 4.82 612 |
|
| z-ln-s-r |  | 14.97 556 | 6.05 568 | 40.55 635 | 5.39 342 | 5.41 522 | 13.95 450 | 13.34 587 | 21.84 418 | 36.75 580 | 18.86 471 | 43.90 630 | 23.71 513 | 16.41 535 | 22.64 578 | 28.99 630 | 0.02 222 | 0.02 100 | 0.00 1 | 0.00 1 | 1.04 510 | 0.48 421 |
|
| test_sample9 |  | 15.04 557 | 4.86 550 | 17.49 550 | 5.97 386 | 2.94 373 | 17.57 527 | 8.30 507 | 28.75 500 | 23.91 459 | 24.38 551 | 21.03 385 | 24.64 521 | 17.82 555 | 20.07 549 | 20.17 565 | 6.44 641 | 36.07 686 | 6.62 636 | 7.44 649 | 3.20 586 | 3.11 586 |
|
| NVstereo2D |  | 15.15 558 | 2.97 503 | 16.28 542 | 9.23 532 | 7.56 593 | 30.03 615 | 9.53 528 | 42.80 649 | 42.72 609 | 15.11 370 | 27.03 460 | 23.16 503 | 16.93 541 | 24.28 586 | 15.45 531 | 3.07 617 | 0.43 541 | 1.44 592 | 0.61 561 | 6.74 621 | 7.60 641 |
|
| TCMNet |  | 15.19 559 | 6.68 581 | 19.70 575 | 13.83 615 | 12.53 644 | 26.35 596 | 13.66 589 | 29.47 515 | 35.21 567 | 24.71 555 | 31.20 518 | 23.44 507 | 15.13 518 | 18.97 530 | 22.59 586 | 1.13 576 | 0.65 578 | 2.04 600 | 0.97 586 | 3.18 583 | 2.31 571 |
|
| Wz-Net-LNSev-Ref |  | 15.26 560 | 3.68 525 | 27.36 602 | 7.11 466 | 5.83 547 | 24.88 583 | 12.12 577 | 30.19 523 | 36.12 576 | 27.08 581 | 45.98 635 | 29.10 553 | 13.65 479 | 20.45 562 | 20.26 568 | 0.67 528 | 0.00 1 | 0.10 398 | 0.00 1 | 0.32 334 | 0.26 340 |
|
| StereoDRNet |  | 15.30 561 | 4.47 543 | 14.35 519 | 10.71 574 | 8.69 612 | 25.02 586 | 11.03 559 | 39.66 630 | 35.62 572 | 29.17 595 | 28.81 477 | 34.05 600 | 17.80 554 | 18.80 528 | 23.77 593 | 0.41 479 | 0.30 509 | 0.15 439 | 0.14 401 | 1.64 541 | 1.42 534 |
|
| FINET |  | 15.49 562 | 6.08 569 | 24.99 595 | 8.12 504 | 7.69 596 | 21.80 560 | 22.35 648 | 33.76 576 | 48.27 631 | 25.99 569 | 32.27 538 | 19.48 469 | 16.83 540 | 19.07 532 | 16.38 540 | 1.37 584 | 0.70 582 | 0.95 569 | 0.27 483 | 2.61 568 | 0.90 495 |
|
| DRN-Test |  | 15.88 563 | 3.83 531 | 14.70 524 | 9.96 556 | 8.02 605 | 28.93 611 | 14.65 598 | 42.34 644 | 38.25 589 | 28.18 589 | 34.31 564 | 29.22 555 | 18.35 561 | 20.01 547 | 22.68 587 | 0.37 464 | 0.41 532 | 0.46 521 | 0.28 486 | 1.28 526 | 1.34 529 |
|
| YMNet |  | 15.91 564 | 5.68 566 | 21.74 587 | 10.94 581 | 8.77 614 | 25.22 588 | 9.21 520 | 32.22 557 | 31.35 528 | 33.81 626 | 38.84 594 | 34.00 597 | 17.83 558 | 19.95 544 | 21.57 572 | 0.87 558 | 1.30 607 | 1.22 586 | 0.91 580 | 1.64 541 | 1.18 524 |
|
| YMNet_1 |  | 15.91 564 | 5.68 566 | 21.74 587 | 10.94 581 | 8.77 614 | 25.22 588 | 9.21 520 | 32.22 557 | 31.35 528 | 33.81 626 | 38.84 594 | 34.00 597 | 17.83 558 | 19.95 544 | 21.57 572 | 0.87 558 | 1.30 607 | 1.22 586 | 0.91 580 | 1.64 541 | 1.18 524 |
|
| SDNR |  | 16.15 566 | 5.23 559 | 28.92 606 | 5.73 365 | 6.05 555 | 56.85 678 | 3.26 342 | 23.18 436 | 29.73 513 | 20.62 501 | 36.48 575 | 13.59 372 | 16.97 543 | 18.43 524 | 13.44 512 | 10.56 656 | 13.84 673 | 3.10 619 | 0.44 542 | 7.80 627 | 8.81 648 |
|
| PA-Net |  | 16.29 567 | 6.88 586 | 27.34 601 | 9.88 553 | 11.12 633 | 21.77 559 | 28.15 668 | 32.06 552 | 39.49 590 | 19.99 487 | 27.91 466 | 23.50 509 | 20.59 577 | 20.25 555 | 24.04 596 | 0.24 425 | 2.26 630 | 0.22 474 | 4.59 637 | 1.13 517 | 4.48 608 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| DISCO |  | 16.36 568 | 1.88 407 | 16.15 538 | 7.78 495 | 4.19 441 | 26.92 601 | 10.21 547 | 30.31 528 | 44.26 619 | 21.35 518 | 33.91 562 | 35.80 610 | 22.40 584 | 35.65 638 | 33.87 640 | 0.18 388 | 0.08 299 | 0.04 311 | 0.04 286 | 1.71 545 | 0.54 434 |
|
| GwcNet |   | 16.48 569 | 5.23 559 | 20.03 580 | 10.24 565 | 8.48 609 | 28.79 608 | 10.09 541 | 38.60 624 | 44.51 620 | 23.29 541 | 36.95 580 | 31.29 573 | 19.79 574 | 20.42 560 | 25.70 609 | 0.54 507 | 0.72 583 | 0.57 534 | 0.39 528 | 1.37 533 | 2.64 575 |
|
| NaN_ROB |  | 16.51 570 | 6.51 578 | 16.22 540 | 10.53 572 | 4.64 477 | 31.76 625 | 17.78 630 | 37.00 613 | 43.37 614 | 29.68 600 | 31.29 519 | 32.67 589 | 20.32 575 | 28.00 609 | 16.06 536 | 0.38 465 | 0.41 532 | 0.32 505 | 0.41 532 | 0.87 499 | 1.94 556 |
|
| FAT-Stereo |  | 16.81 571 | 2.97 503 | 17.56 554 | 9.80 549 | 6.21 557 | 16.12 502 | 13.23 586 | 38.18 623 | 39.67 593 | 27.00 579 | 39.73 601 | 37.55 617 | 31.30 633 | 20.39 559 | 21.52 571 | 3.44 619 | 2.05 623 | 0.81 559 | 1.10 592 | 1.89 552 | 5.72 618 |
|
| S-Stereo |  | 16.85 572 | 3.95 534 | 20.67 583 | 12.08 601 | 8.91 618 | 21.68 558 | 12.61 581 | 32.20 556 | 44.61 621 | 22.37 528 | 38.42 592 | 29.15 554 | 28.02 616 | 18.58 526 | 22.36 585 | 2.88 613 | 3.11 643 | 0.87 566 | 1.82 611 | 3.58 593 | 9.08 650 |
|
| DANet |  | 16.85 572 | 8.00 595 | 26.04 599 | 14.56 624 | 7.25 586 | 20.59 551 | 5.37 416 | 26.22 471 | 26.02 485 | 32.17 616 | 36.00 573 | 37.20 615 | 29.77 625 | 30.75 618 | 24.62 601 | 1.14 578 | 1.34 609 | 2.21 605 | 0.51 552 | 3.18 583 | 4.07 602 |
| 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 |  | 16.87 574 | 16.27 641 | 17.93 561 | 11.24 589 | 6.69 571 | 28.95 612 | 10.44 550 | 41.23 641 | 21.49 424 | 29.68 600 | 34.27 563 | 32.48 584 | 11.00 420 | 20.05 548 | 15.09 529 | 8.22 648 | 2.59 633 | 12.23 656 | 0.75 572 | 10.40 642 | 6.34 625 |
|
| PSMNet_ROB |  | 16.90 575 | 5.45 562 | 14.16 512 | 13.77 613 | 7.25 586 | 27.65 604 | 32.74 675 | 43.21 652 | 37.88 587 | 24.00 545 | 32.97 548 | 34.55 604 | 16.69 537 | 17.41 512 | 23.96 595 | 0.38 465 | 0.22 467 | 0.93 568 | 2.05 615 | 1.83 549 | 0.96 501 |
|
| GANet |  | 16.92 576 | 4.32 541 | 12.46 480 | 10.84 580 | 4.24 443 | 23.04 569 | 15.36 611 | 39.91 633 | 34.47 562 | 32.42 617 | 45.10 634 | 40.04 630 | 27.54 611 | 23.61 584 | 20.20 567 | 1.02 571 | 0.08 299 | 0.67 543 | 0.22 445 | 1.87 551 | 0.97 502 |
|
| Syn2CoEx |  | 17.03 577 | 10.40 612 | 25.65 598 | 20.35 644 | 8.02 605 | 26.28 595 | 11.27 563 | 37.16 615 | 32.69 549 | 28.89 592 | 40.17 602 | 29.27 556 | 26.63 606 | 19.19 535 | 17.63 549 | 0.98 566 | 0.54 568 | 1.23 588 | 0.23 454 | 1.82 548 | 2.24 569 |
|
| test_sample8 |  | 17.19 578 | 4.86 550 | 17.49 550 | 5.97 386 | 2.94 373 | 17.57 527 | 8.30 507 | 31.87 548 | 18.55 392 | 33.54 623 | 26.00 442 | 40.64 633 | 32.90 638 | 20.07 549 | 20.17 565 | 6.44 641 | 36.07 686 | 6.62 636 | 7.44 649 | 3.20 586 | 3.11 586 |
|
| NCCL2 |  | 17.23 579 | 6.37 577 | 14.30 518 | 23.45 657 | 7.18 585 | 24.16 575 | 17.05 625 | 34.39 585 | 25.88 479 | 31.55 610 | 38.01 588 | 42.09 640 | 26.81 607 | 20.94 567 | 22.69 588 | 0.45 488 | 0.23 475 | 2.63 612 | 1.80 610 | 2.02 558 | 2.57 573 |
|
| GASNet |  | 17.30 580 | 19.38 650 | 30.46 615 | 20.66 646 | 9.36 622 | 16.06 497 | 9.06 518 | 43.89 656 | 40.04 596 | 25.35 564 | 23.73 418 | 32.90 590 | 15.37 524 | 28.91 612 | 17.05 543 | 3.04 616 | 0.27 501 | 1.88 598 | 0.45 545 | 6.73 620 | 1.37 531 |
|
| ADCRef |  | 17.30 580 | 6.73 582 | 42.01 641 | 10.11 559 | 8.78 616 | 26.61 599 | 10.45 551 | 31.29 542 | 32.75 550 | 31.19 607 | 41.62 614 | 18.47 454 | 19.78 573 | 24.29 587 | 34.06 642 | 0.76 540 | 0.42 536 | 2.16 603 | 1.79 609 | 1.23 523 | 1.56 542 |
|
| XPNet_ROB |  | 17.33 582 | 4.84 548 | 15.44 529 | 11.15 586 | 6.64 568 | 20.88 552 | 16.10 615 | 36.26 605 | 39.54 591 | 31.80 614 | 41.32 609 | 41.30 637 | 23.91 591 | 24.67 588 | 27.40 617 | 1.07 575 | 0.74 585 | 0.79 552 | 0.25 470 | 1.10 514 | 1.31 528 |
|
| w-ln-seven-2 |  | 17.58 583 | 7.62 592 | 41.78 639 | 11.29 591 | 6.55 567 | 23.49 572 | 14.08 593 | 29.64 518 | 39.85 595 | 28.44 591 | 42.38 618 | 30.45 567 | 27.66 613 | 22.16 573 | 22.15 581 | 0.44 486 | 0.49 557 | 0.65 541 | 0.17 418 | 1.58 537 | 0.81 481 |
|
| RP |  | 17.58 583 | 4.92 554 | 15.27 528 | 15.44 630 | 11.95 641 | 21.05 554 | 11.75 573 | 27.64 488 | 45.09 624 | 22.99 537 | 42.05 617 | 39.39 626 | 27.74 614 | 25.54 594 | 22.33 584 | 5.45 634 | 0.59 573 | 4.33 624 | 1.62 608 | 3.53 592 | 2.86 581 |
|
| SuperB |  | 17.60 585 | 6.22 576 | 56.40 668 | 7.91 498 | 5.07 497 | 19.70 545 | 9.03 516 | 24.87 452 | 50.15 643 | 26.25 574 | 39.13 596 | 17.61 439 | 20.84 579 | 22.28 574 | 25.31 605 | 0.70 529 | 0.31 513 | 1.10 578 | 0.71 569 | 16.58 663 | 1.86 551 |
|
| ETE_ROB |  | 17.67 586 | 9.48 603 | 17.66 556 | 13.60 610 | 4.57 473 | 23.03 568 | 21.09 643 | 32.49 560 | 35.24 568 | 30.49 604 | 38.06 589 | 46.18 654 | 24.49 594 | 26.40 599 | 24.21 598 | 0.46 493 | 0.24 486 | 1.14 579 | 0.84 575 | 1.52 536 | 2.13 563 |
|
| APVNet |  | 17.75 587 | 5.46 563 | 20.35 582 | 12.31 603 | 8.40 608 | 30.16 617 | 24.10 657 | 41.14 640 | 30.12 520 | 25.08 559 | 41.09 607 | 31.24 571 | 23.12 587 | 27.07 602 | 27.86 623 | 0.34 456 | 0.56 571 | 3.02 617 | 0.52 553 | 1.68 544 | 1.45 536 |
|
| PWCDC_ROB |   | 17.80 588 | 9.62 604 | 18.38 565 | 17.95 638 | 7.74 597 | 24.61 580 | 5.56 428 | 34.41 586 | 52.79 648 | 29.66 599 | 50.20 650 | 20.63 477 | 19.69 572 | 29.85 617 | 20.87 569 | 6.18 638 | 0.26 497 | 0.10 398 | 0.05 314 | 5.36 614 | 2.00 558 |
|
| MDST_ROB |  | 17.92 589 | 1.60 325 | 13.68 504 | 13.88 617 | 6.44 565 | 43.05 660 | 14.86 601 | 42.74 648 | 41.66 602 | 43.25 654 | 42.85 622 | 28.43 550 | 17.28 547 | 29.35 614 | 16.06 536 | 0.88 560 | 0.11 359 | 0.63 538 | 0.47 547 | 0.50 418 | 0.64 457 |
|
| Nwc_Net |  | 17.98 590 | 4.67 546 | 17.79 560 | 14.26 620 | 11.65 639 | 25.14 587 | 14.88 602 | 40.85 637 | 39.83 594 | 21.07 512 | 43.24 624 | 34.50 603 | 27.64 612 | 26.44 601 | 25.03 602 | 3.22 618 | 0.18 436 | 2.52 611 | 3.18 624 | 1.98 554 | 1.51 539 |
|
| ADCP+ |  | 18.16 591 | 4.61 545 | 32.94 618 | 9.31 533 | 10.23 627 | 28.87 609 | 11.69 571 | 33.43 572 | 36.49 578 | 29.28 597 | 40.49 604 | 24.18 517 | 24.61 597 | 33.89 627 | 35.33 644 | 0.25 431 | 0.40 531 | 2.00 599 | 1.17 596 | 2.16 561 | 1.87 553 |
|
| Wz-Net-LNSev |  | 18.19 592 | 10.57 614 | 41.33 637 | 10.19 562 | 7.94 603 | 24.29 576 | 15.28 609 | 34.15 580 | 43.38 615 | 32.90 620 | 43.72 628 | 31.94 579 | 22.21 583 | 20.81 566 | 22.26 582 | 0.47 494 | 0.22 467 | 0.00 1 | 0.02 237 | 1.22 522 | 0.94 500 |
|
| PWC_ROB |   | 18.37 593 | 10.55 613 | 25.19 596 | 10.21 563 | 6.29 564 | 23.75 573 | 4.79 405 | 35.93 602 | 48.75 635 | 32.56 618 | 44.46 633 | 34.68 605 | 24.78 599 | 30.99 619 | 25.72 610 | 1.38 586 | 0.08 299 | 1.57 593 | 0.26 476 | 2.18 562 | 3.17 591 |
|
| AF-Net |  | 18.38 594 | 5.60 565 | 14.21 514 | 15.95 631 | 10.78 630 | 22.26 562 | 10.45 551 | 35.39 596 | 50.22 644 | 24.71 555 | 37.77 585 | 41.55 638 | 29.24 623 | 29.11 613 | 26.67 611 | 4.35 629 | 0.06 234 | 4.56 626 | 0.90 577 | 2.42 563 | 1.38 532 |
|
| stereogan |  | 18.62 595 | 3.07 507 | 16.31 543 | 13.04 607 | 9.99 625 | 35.74 640 | 9.09 519 | 38.17 622 | 45.27 625 | 24.39 554 | 41.24 608 | 39.93 628 | 25.46 603 | 31.29 621 | 24.33 600 | 1.80 593 | 0.91 599 | 2.71 614 | 0.75 572 | 5.15 612 | 3.70 592 |
|
| edge stereo |  | 18.75 596 | 5.12 555 | 17.66 556 | 10.77 579 | 7.84 601 | 22.41 564 | 11.03 559 | 35.23 595 | 42.07 608 | 34.62 628 | 42.74 620 | 41.28 636 | 35.50 644 | 25.14 592 | 24.17 597 | 2.42 607 | 2.42 632 | 6.35 634 | 1.45 604 | 2.89 576 | 3.80 593 |
|
| RYNet |  | 18.92 597 | 4.69 547 | 16.88 547 | 10.99 583 | 15.84 654 | 46.72 663 | 16.57 621 | 37.84 619 | 48.03 630 | 26.92 577 | 26.48 452 | 37.84 620 | 24.92 601 | 19.80 543 | 31.04 636 | 0.25 431 | 0.25 494 | 0.62 537 | 0.03 262 | 6.34 619 | 6.39 626 |
|
| Wz-Net-MNSev |  | 18.98 598 | 6.53 579 | 33.16 620 | 10.15 561 | 7.26 588 | 38.37 650 | 16.45 619 | 34.19 582 | 43.20 613 | 30.65 605 | 40.76 605 | 40.51 632 | 19.24 569 | 27.56 604 | 28.06 628 | 0.81 551 | 0.26 497 | 0.05 322 | 0.10 377 | 1.45 535 | 0.84 486 |
|
| LALA_ROB |  | 19.19 599 | 7.15 589 | 15.93 537 | 12.96 606 | 5.30 517 | 28.30 607 | 23.21 655 | 42.51 645 | 36.69 579 | 33.45 622 | 40.81 606 | 50.96 666 | 24.53 595 | 27.92 606 | 25.66 608 | 0.60 516 | 0.44 543 | 2.04 600 | 1.22 598 | 2.54 567 | 1.47 537 |
|
| aanetorigin |  | 19.21 600 | 12.59 626 | 53.50 655 | 9.67 545 | 7.83 600 | 11.85 406 | 13.87 591 | 17.05 335 | 34.15 558 | 49.18 664 | 48.89 646 | 34.05 600 | 30.22 627 | 22.86 579 | 28.00 627 | 1.01 570 | 0.75 587 | 0.67 543 | 0.89 576 | 3.07 579 | 4.14 603 |
|
| SGM_RVC |   | 19.52 601 | 2.12 454 | 6.79 249 | 6.59 434 | 1.33 221 | 38.20 649 | 15.74 613 | 38.13 621 | 34.07 556 | 45.71 659 | 41.91 616 | 51.41 667 | 38.10 651 | 38.77 654 | 27.80 622 | 0.61 520 | 0.36 526 | 0.51 527 | 0.33 510 | 1.03 509 | 0.90 495 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| RTSC |  | 19.64 602 | 9.36 600 | 31.06 616 | 10.99 583 | 6.24 561 | 28.10 606 | 10.14 545 | 37.50 618 | 58.34 671 | 31.74 612 | 36.70 577 | 32.50 586 | 21.03 581 | 36.00 643 | 37.24 654 | 1.23 581 | 0.44 543 | 0.12 415 | 0.31 502 | 1.98 554 | 1.69 548 |
|
| NCC-stereo |  | 19.75 603 | 6.08 569 | 23.96 591 | 15.05 626 | 16.17 655 | 18.42 534 | 21.45 644 | 43.31 654 | 41.00 600 | 24.30 549 | 38.12 590 | 34.98 606 | 26.92 608 | 35.46 635 | 25.65 606 | 4.29 627 | 2.07 625 | 3.24 620 | 8.90 659 | 2.86 574 | 2.86 581 |
|
| Abc-Net |  | 19.75 603 | 6.08 569 | 23.96 591 | 15.05 626 | 16.17 655 | 18.42 534 | 21.45 644 | 43.31 654 | 41.00 600 | 24.30 549 | 38.12 590 | 34.98 606 | 26.92 608 | 35.46 635 | 25.65 606 | 4.29 627 | 2.07 625 | 3.24 620 | 8.90 659 | 2.86 574 | 2.86 581 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DGSMNet |  | 19.79 605 | 12.06 625 | 33.43 621 | 13.79 614 | 16.23 657 | 22.97 567 | 15.88 614 | 35.41 597 | 41.96 606 | 19.90 486 | 32.16 537 | 35.60 609 | 18.14 560 | 29.48 616 | 23.10 590 | 3.85 623 | 3.89 655 | 6.16 633 | 4.75 639 | 13.56 653 | 13.44 663 |
|
| RGC |  | 19.90 606 | 13.26 629 | 20.24 581 | 18.19 639 | 14.06 650 | 21.21 555 | 14.33 595 | 34.97 591 | 43.60 617 | 27.73 586 | 41.49 612 | 39.76 627 | 27.98 615 | 34.52 630 | 21.37 570 | 3.66 622 | 0.54 568 | 8.67 648 | 4.16 635 | 4.19 600 | 4.02 600 |
|
| DeepPrunerF |  | 19.92 607 | 11.02 621 | 44.29 642 | 20.74 647 | 17.75 659 | 19.19 541 | 22.57 649 | 36.86 612 | 49.93 639 | 25.48 565 | 36.62 576 | 24.69 524 | 23.97 592 | 23.44 582 | 21.79 575 | 2.68 611 | 1.63 618 | 5.70 630 | 3.95 632 | 3.38 591 | 2.67 576 |
|
| WCMA_ROB |  | 20.02 608 | 4.30 540 | 19.72 576 | 9.47 540 | 7.00 581 | 32.71 631 | 13.99 592 | 31.97 550 | 32.48 546 | 41.51 648 | 52.00 655 | 44.09 645 | 36.14 646 | 32.43 623 | 24.29 599 | 6.19 639 | 2.79 639 | 1.09 577 | 1.10 592 | 3.95 597 | 3.13 589 |
|
| MSAF-DinoV2 |  | 20.61 609 | 7.35 590 | 24.41 593 | 11.43 594 | 4.88 483 | 30.12 616 | 16.70 622 | 39.67 631 | 54.27 652 | 22.75 533 | 32.01 533 | 48.05 660 | 30.44 629 | 37.52 648 | 40.45 662 | 0.72 533 | 0.50 559 | 0.44 518 | 1.23 599 | 4.64 604 | 4.54 609 |
|
| psmorigin |  | 20.95 610 | 10.24 611 | 35.84 623 | 9.75 547 | 7.05 582 | 24.59 579 | 10.11 542 | 32.85 566 | 32.17 542 | 43.09 652 | 54.57 665 | 42.79 641 | 36.62 647 | 35.99 642 | 27.41 618 | 1.58 588 | 2.72 637 | 0.79 552 | 1.05 589 | 3.26 589 | 6.50 627 |
|
| SANet |  | 20.96 611 | 6.60 580 | 29.81 610 | 8.83 520 | 3.19 385 | 31.27 624 | 20.56 641 | 41.86 643 | 56.09 663 | 39.30 643 | 43.62 626 | 44.95 647 | 31.93 635 | 27.83 605 | 23.67 592 | 0.94 562 | 0.52 566 | 0.99 571 | 0.42 535 | 4.72 606 | 2.03 560 |
|
| FBW_ROB |  | 21.00 612 | 10.23 610 | 22.72 589 | 13.71 612 | 6.77 573 | 30.49 622 | 16.46 620 | 44.58 657 | 43.57 616 | 44.25 657 | 39.59 599 | 43.27 643 | 26.12 605 | 33.96 628 | 21.80 576 | 2.58 610 | 1.84 621 | 7.14 646 | 2.78 622 | 4.00 598 | 4.06 601 |
|
| w-ln-seven |  | 21.04 613 | 9.30 598 | 55.15 666 | 11.32 592 | 9.98 624 | 30.27 618 | 18.05 632 | 37.06 614 | 55.12 659 | 36.70 635 | 43.26 625 | 33.73 596 | 22.90 585 | 22.63 577 | 29.52 631 | 0.39 474 | 0.18 436 | 0.85 562 | 0.16 413 | 2.75 571 | 1.47 537 |
|
| z-mn7 |  | 21.05 614 | 9.91 606 | 45.96 647 | 11.27 590 | 5.23 508 | 33.41 633 | 15.27 608 | 35.65 599 | 57.07 667 | 26.62 576 | 53.08 657 | 32.21 582 | 24.80 600 | 35.65 638 | 30.93 635 | 0.49 497 | 0.25 494 | 0.55 531 | 0.11 387 | 1.62 539 | 0.90 495 |
|
| SQANet |  | 21.24 615 | 24.08 660 | 19.60 574 | 26.40 662 | 18.74 661 | 30.87 623 | 9.24 522 | 32.70 563 | 29.58 511 | 25.25 561 | 33.37 553 | 33.47 594 | 19.19 568 | 28.11 610 | 18.32 553 | 10.87 657 | 2.92 641 | 26.49 673 | 5.65 644 | 18.43 668 | 11.48 658 |
|
| G-Net |  | 21.25 616 | 8.24 596 | 37.97 629 | 15.14 629 | 9.26 621 | 50.87 669 | 16.80 624 | 27.96 490 | 30.54 522 | 38.92 640 | 42.93 623 | 33.27 591 | 32.17 636 | 27.99 608 | 25.25 604 | 4.40 630 | 3.83 652 | 3.60 623 | 0.97 586 | 7.91 630 | 6.95 633 |
|
| SHD |  | 21.32 617 | 10.03 607 | 30.16 613 | 14.30 621 | 8.68 611 | 24.15 574 | 8.93 514 | 40.82 636 | 61.17 676 | 35.79 632 | 44.15 631 | 38.73 622 | 30.20 626 | 33.88 626 | 31.09 637 | 2.00 596 | 0.81 590 | 1.17 580 | 1.55 605 | 4.08 599 | 4.78 611 |
|
| MultiAttention |  | 21.34 618 | 1.48 271 | 14.65 522 | 12.08 601 | 4.10 438 | 63.05 687 | 95.71 716 | 42.52 646 | 41.89 605 | 15.33 380 | 30.20 501 | 28.14 548 | 7.73 352 | 44.07 665 | 13.67 514 | 0.84 555 | 0.27 501 | 1.06 573 | 1.58 607 | 4.47 603 | 3.88 597 |
|
| CSAN |  | 21.34 618 | 9.45 602 | 23.34 590 | 20.99 649 | 4.95 487 | 32.57 629 | 34.26 676 | 38.83 627 | 49.95 641 | 36.97 637 | 39.72 600 | 44.97 648 | 31.73 634 | 26.05 596 | 23.94 594 | 1.52 587 | 0.47 552 | 0.85 562 | 1.43 603 | 2.73 570 | 2.14 566 |
|
| UDG |  | 21.45 620 | 14.84 635 | 14.44 520 | 21.30 652 | 20.08 663 | 32.05 628 | 13.76 590 | 35.98 604 | 35.52 571 | 25.93 568 | 30.69 506 | 37.26 616 | 30.66 630 | 21.97 571 | 19.89 564 | 10.88 658 | 5.55 660 | 22.78 668 | 7.65 652 | 14.83 659 | 13.05 662 |
|
| ADCL |  | 21.64 621 | 6.20 573 | 47.32 649 | 9.93 554 | 6.91 580 | 38.69 653 | 19.97 639 | 31.26 540 | 54.04 650 | 27.89 587 | 47.97 643 | 31.35 574 | 30.66 630 | 33.18 625 | 36.62 649 | 0.99 567 | 0.92 600 | 2.63 612 | 1.82 611 | 2.45 564 | 2.13 563 |
|
| ADCPNet |  | 21.93 622 | 9.38 601 | 57.92 670 | 11.76 597 | 6.88 578 | 36.03 641 | 18.44 634 | 32.80 565 | 35.93 573 | 32.91 621 | 43.80 629 | 39.21 625 | 26.99 610 | 31.14 620 | 36.94 651 | 2.05 597 | 2.67 636 | 2.30 607 | 3.45 628 | 4.22 601 | 3.82 594 |
|
| zh-mn7 |  | 21.99 623 | 13.21 628 | 53.55 658 | 10.73 576 | 5.68 536 | 27.38 603 | 14.94 603 | 34.53 588 | 56.55 665 | 40.02 644 | 57.13 669 | 31.28 572 | 23.73 590 | 35.83 640 | 30.28 633 | 0.95 564 | 0.44 543 | 0.22 474 | 0.19 433 | 1.26 525 | 1.86 551 |
|
| CC-Net-ROB |  | 22.04 624 | 22.91 657 | 28.86 605 | 14.05 618 | 8.73 613 | 33.79 634 | 15.26 607 | 46.84 661 | 36.06 575 | 33.72 624 | 32.10 535 | 35.47 608 | 24.02 593 | 23.57 583 | 27.88 624 | 8.95 651 | 2.95 642 | 24.94 670 | 3.68 629 | 12.41 651 | 4.62 610 |
|
| STTRV1_RVC |  | 22.05 625 | 18.29 645 | 39.19 631 | 16.73 634 | 23.82 670 | 29.51 614 | 15.66 612 | 34.87 590 | 34.16 559 | 35.00 629 | 34.89 567 | 31.89 578 | 28.80 621 | 28.81 611 | 23.08 589 | 11.86 664 | 3.26 644 | 6.50 635 | 4.65 638 | 14.38 658 | 5.69 616 |
|
| MeshStereo |   | 22.27 626 | 6.87 585 | 11.15 458 | 7.69 490 | 4.87 482 | 37.70 647 | 13.06 584 | 41.64 642 | 36.95 581 | 50.92 667 | 53.41 660 | 58.12 672 | 41.93 663 | 37.73 650 | 27.62 621 | 2.52 609 | 2.37 631 | 2.99 616 | 2.07 616 | 3.09 580 | 2.60 574 |
| 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 |  | 22.66 627 | 19.69 652 | 14.64 521 | 24.11 658 | 22.38 667 | 24.84 581 | 17.71 629 | 30.36 529 | 30.32 521 | 29.02 593 | 37.31 583 | 37.63 618 | 24.66 598 | 24.67 588 | 17.08 544 | 18.42 668 | 7.92 668 | 26.43 672 | 11.81 667 | 17.23 665 | 16.95 670 |
|
| Wz-Net-SNSev |  | 22.67 628 | 16.94 643 | 45.69 645 | 13.85 616 | 8.52 610 | 28.89 610 | 27.06 665 | 39.39 629 | 55.04 657 | 31.77 613 | 53.23 658 | 39.18 624 | 23.41 589 | 26.40 599 | 36.25 647 | 0.78 543 | 0.21 457 | 1.21 584 | 0.90 577 | 3.03 578 | 1.62 544 |
|
| ADCMid |  | 22.76 629 | 10.75 616 | 41.73 638 | 11.23 588 | 7.97 604 | 27.26 602 | 19.18 638 | 35.44 598 | 38.02 588 | 40.23 645 | 46.38 638 | 36.56 613 | 42.70 664 | 38.20 652 | 40.75 663 | 1.77 591 | 1.43 613 | 3.05 618 | 3.81 631 | 4.96 608 | 3.82 594 |
|
| MSMD_ROB |  | 22.90 630 | 9.64 605 | 14.76 525 | 17.46 637 | 9.88 623 | 34.94 636 | 18.83 635 | 33.67 575 | 37.47 582 | 40.97 647 | 59.80 673 | 45.93 652 | 38.34 653 | 31.74 622 | 23.24 591 | 6.22 640 | 3.58 649 | 8.78 649 | 11.03 665 | 6.76 622 | 5.06 615 |
|
| LE_ROB |  | 22.93 631 | 3.07 507 | 14.02 509 | 7.70 491 | 2.86 364 | 31.99 627 | 17.35 627 | 28.10 494 | 67.19 688 | 70.51 691 | 55.61 668 | 49.07 661 | 47.62 670 | 24.76 591 | 36.49 648 | 0.35 459 | 0.20 449 | 0.27 487 | 0.55 557 | 0.48 404 | 0.44 409 |
|
| zh-sn7 |  | 23.03 632 | 15.48 637 | 50.25 651 | 14.08 619 | 7.77 599 | 26.71 600 | 23.32 656 | 36.59 608 | 48.43 633 | 33.80 625 | 51.71 653 | 33.34 593 | 33.77 640 | 39.91 658 | 37.07 652 | 0.60 516 | 0.86 593 | 0.54 530 | 0.35 515 | 3.18 583 | 2.85 579 |
|
| DStereoO |  | 23.30 633 | 15.58 638 | 13.92 506 | 14.76 625 | 8.35 607 | 16.44 511 | 16.19 617 | 33.98 577 | 39.60 592 | 30.48 603 | 28.08 468 | 31.65 577 | 32.30 637 | 41.39 661 | 27.39 616 | 48.20 688 | 3.83 652 | 28.72 674 | 3.33 627 | 25.98 675 | 5.78 619 |
|
| AnyNet_C32 |  | 23.37 634 | 13.28 630 | 40.29 634 | 12.36 604 | 11.44 636 | 30.39 619 | 29.15 670 | 31.36 543 | 44.90 623 | 35.36 630 | 48.86 644 | 33.61 595 | 34.20 641 | 43.15 664 | 41.62 669 | 1.27 582 | 1.35 610 | 1.18 582 | 2.58 620 | 4.77 607 | 6.27 624 |
|
| SGM-ForestM |  | 23.72 635 | 2.44 475 | 9.13 383 | 7.43 479 | 2.25 319 | 44.80 662 | 19.11 637 | 44.90 658 | 49.97 642 | 50.74 666 | 51.18 651 | 62.06 680 | 45.83 668 | 44.96 666 | 33.88 641 | 1.00 568 | 0.84 592 | 0.78 550 | 0.62 562 | 1.29 527 | 1.11 516 |
|
| MFN_U_SF_DS_RVC |  | 23.92 636 | 13.60 631 | 30.09 612 | 25.46 660 | 10.02 626 | 38.51 651 | 20.40 640 | 35.77 601 | 43.76 618 | 42.15 649 | 47.10 642 | 39.99 629 | 28.20 618 | 35.96 641 | 27.06 614 | 3.64 621 | 3.85 654 | 6.66 639 | 16.30 673 | 4.97 609 | 4.98 614 |
|
| ccnet |  | 24.02 637 | 16.16 640 | 21.70 586 | 11.83 599 | 17.75 659 | 37.87 648 | 16.18 616 | 45.46 660 | 31.93 538 | 36.99 638 | 46.46 641 | 38.76 623 | 29.52 624 | 37.55 649 | 40.93 666 | 9.20 652 | 6.29 662 | 9.63 651 | 7.71 654 | 11.19 646 | 7.21 638 |
|
| PSMNet-RUCA |  | 24.03 638 | 26.83 663 | 40.96 636 | 35.46 671 | 34.27 676 | 16.24 508 | 9.79 532 | 39.82 632 | 31.45 530 | 31.49 609 | 41.54 613 | 36.82 614 | 26.02 604 | 27.92 606 | 15.09 529 | 11.51 662 | 2.06 624 | 20.58 665 | 8.10 657 | 15.83 661 | 8.74 647 |
|
| XQC |  | 24.10 639 | 16.76 642 | 50.68 652 | 21.37 653 | 11.01 632 | 35.24 638 | 18.84 636 | 37.28 617 | 55.11 658 | 31.64 611 | 30.06 500 | 37.71 619 | 30.31 628 | 37.17 646 | 39.66 659 | 4.20 626 | 0.41 532 | 2.76 615 | 1.89 613 | 11.46 650 | 8.42 646 |
|
| FC-DCNN |   | 24.37 640 | 10.99 620 | 19.02 569 | 18.44 640 | 9.16 619 | 36.98 644 | 23.07 653 | 40.44 634 | 43.05 612 | 46.25 661 | 53.58 662 | 50.44 663 | 37.86 650 | 35.45 634 | 27.57 620 | 6.87 645 | 3.37 645 | 6.01 631 | 4.88 640 | 7.86 629 | 6.05 621 |
|
| DPSNet |  | 24.40 641 | 6.97 588 | 33.14 619 | 11.16 587 | 6.54 566 | 53.33 672 | 43.32 684 | 51.28 673 | 59.37 674 | 30.89 606 | 39.36 597 | 40.35 631 | 34.30 642 | 32.57 624 | 25.09 603 | 4.65 632 | 1.62 617 | 0.37 513 | 0.66 565 | 8.51 635 | 4.44 607 |
|
| FC-DCNN v2 |   | 24.44 642 | 10.97 619 | 18.53 566 | 18.49 641 | 9.18 620 | 37.41 646 | 23.03 652 | 40.91 638 | 43.02 611 | 46.46 662 | 54.06 663 | 50.67 664 | 38.26 652 | 35.41 633 | 27.52 619 | 6.85 644 | 3.38 646 | 6.03 632 | 4.89 641 | 7.82 628 | 5.94 620 |
|
| PDISCO_ROB |  | 24.45 643 | 9.24 597 | 29.28 608 | 28.68 665 | 19.96 662 | 37.14 645 | 15.33 610 | 45.04 659 | 54.69 654 | 29.24 596 | 42.67 619 | 46.07 653 | 28.17 617 | 35.35 632 | 30.30 634 | 9.92 654 | 2.13 627 | 6.90 640 | 3.20 625 | 8.74 636 | 6.87 632 |
|
| Wz-Net-TNSev |  | 25.12 644 | 20.16 653 | 57.98 671 | 9.56 542 | 7.42 591 | 42.73 659 | 22.27 647 | 35.14 593 | 53.46 649 | 35.97 634 | 42.74 620 | 45.83 650 | 39.87 657 | 36.56 644 | 34.73 643 | 1.82 594 | 1.51 615 | 0.76 549 | 1.34 602 | 5.84 618 | 6.80 630 |
|
| EDNetEfficient |  | 25.16 645 | 22.23 656 | 77.22 697 | 9.09 527 | 7.38 589 | 19.38 542 | 16.78 623 | 21.41 412 | 55.74 662 | 61.52 682 | 53.51 661 | 36.22 611 | 40.65 661 | 24.22 585 | 38.27 656 | 0.62 523 | 0.74 585 | 0.86 565 | 2.60 621 | 7.70 626 | 7.09 635 |
|
| WZ-Net |  | 25.17 646 | 12.95 627 | 63.02 675 | 15.13 628 | 10.42 629 | 38.51 651 | 27.42 667 | 40.46 635 | 54.17 651 | 28.32 590 | 52.95 656 | 40.81 634 | 28.36 619 | 37.07 645 | 41.35 668 | 1.21 580 | 0.21 457 | 0.73 547 | 0.94 583 | 5.42 616 | 3.87 596 |
|
| AANet |  | 25.23 647 | 25.90 662 | 70.86 690 | 8.25 510 | 6.82 575 | 24.45 577 | 10.96 557 | 32.18 553 | 56.29 664 | 56.40 673 | 51.41 652 | 47.70 658 | 40.20 658 | 25.76 595 | 35.38 645 | 2.68 611 | 0.32 516 | 0.99 571 | 0.43 538 | 3.80 596 | 3.92 599 |
|
| GANetREF_RVC |   | 25.41 648 | 29.28 665 | 24.63 594 | 25.18 659 | 6.04 554 | 30.44 620 | 35.39 679 | 47.84 664 | 50.60 645 | 36.88 636 | 36.04 574 | 34.11 602 | 31.23 632 | 37.46 647 | 27.96 626 | 8.58 649 | 2.66 635 | 16.29 661 | 4.95 642 | 14.37 657 | 8.32 645 |
| 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 |  | 25.59 649 | 14.91 636 | 18.83 568 | 28.55 664 | 15.68 653 | 39.29 654 | 18.16 633 | 42.83 651 | 41.69 603 | 44.43 658 | 51.94 654 | 50.82 665 | 39.22 656 | 34.59 631 | 27.29 615 | 6.05 637 | 3.63 650 | 7.01 643 | 6.41 645 | 10.35 641 | 10.17 656 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| DStereoSA |  | 26.02 650 | 16.00 639 | 36.80 626 | 23.05 656 | 13.50 646 | 27.80 605 | 20.87 642 | 49.24 668 | 58.93 672 | 26.92 577 | 36.89 578 | 29.48 558 | 37.74 649 | 38.81 655 | 26.96 612 | 7.13 646 | 7.34 667 | 15.03 659 | 11.26 666 | 21.25 670 | 15.34 665 |
|
| ADCS |  | 26.20 651 | 13.71 632 | 46.90 648 | 14.51 623 | 10.34 628 | 30.46 621 | 22.72 651 | 42.81 650 | 57.61 670 | 42.58 650 | 49.37 648 | 41.91 639 | 40.43 659 | 41.90 663 | 44.58 674 | 2.37 604 | 2.19 629 | 2.37 609 | 3.29 626 | 7.32 624 | 6.52 628 |
|
| DStereoFS |  | 26.88 652 | 21.28 655 | 29.50 609 | 18.65 642 | 12.35 643 | 29.13 613 | 13.04 583 | 50.34 672 | 47.29 628 | 35.95 633 | 44.38 632 | 36.32 612 | 41.02 662 | 51.90 679 | 33.82 639 | 7.92 647 | 5.83 661 | 15.86 660 | 9.22 661 | 17.41 667 | 16.41 668 |
|
| DLNR_Zeroshot_test |   | 27.62 653 | 51.32 681 | 91.46 710 | 98.51 720 | 98.03 720 | 3.10 57 | 0.50 67 | 30.95 536 | 7.65 223 | 8.16 249 | 15.68 305 | 7.31 259 | 1.63 83 | 11.87 338 | 4.21 323 | 40.37 682 | 0.87 595 | 0.06 344 | 0.34 513 | 80.23 707 | 0.24 329 |
|
| DLNR-FE |  | 27.66 654 | 51.31 680 | 91.55 712 | 98.52 721 | 97.91 719 | 3.10 57 | 0.50 67 | 31.55 545 | 7.66 224 | 8.18 250 | 15.67 303 | 7.31 259 | 1.63 83 | 11.88 339 | 4.21 323 | 40.23 681 | 0.89 598 | 0.06 344 | 0.34 513 | 80.38 708 | 0.24 329 |
|
| MFN_U_SF_RVC |  | 28.16 655 | 14.14 634 | 53.23 654 | 21.11 650 | 7.91 602 | 39.97 655 | 13.13 585 | 51.65 675 | 46.34 627 | 47.41 663 | 53.38 659 | 55.32 670 | 40.53 660 | 38.47 653 | 39.74 660 | 5.67 636 | 4.46 656 | 6.98 642 | 8.73 658 | 7.47 625 | 7.44 640 |
|
| PASM |  | 28.19 656 | 17.35 644 | 48.18 650 | 22.49 655 | 22.20 666 | 25.92 592 | 25.84 663 | 34.35 584 | 49.45 637 | 35.37 631 | 39.48 598 | 46.72 656 | 33.36 639 | 34.28 629 | 36.77 650 | 11.73 663 | 14.94 675 | 17.43 664 | 22.18 675 | 13.45 652 | 12.32 661 |
|
| EDNetEfficientorigin |  | 28.98 657 | 35.45 673 | 99.82 724 | 9.43 535 | 5.65 534 | 24.97 584 | 14.79 600 | 26.06 468 | 54.82 655 | 60.87 678 | 57.59 670 | 45.42 649 | 50.27 673 | 26.11 597 | 43.62 671 | 0.30 446 | 0.37 527 | 1.61 594 | 2.35 618 | 10.17 640 | 9.99 655 |
|
| AnyNet_C01 |  | 29.76 658 | 25.78 661 | 75.37 695 | 17.03 635 | 11.34 634 | 49.00 667 | 27.12 666 | 37.99 620 | 40.05 597 | 40.73 646 | 65.13 684 | 46.98 657 | 38.86 655 | 46.63 667 | 48.19 679 | 2.14 598 | 2.13 627 | 2.13 602 | 2.56 619 | 8.14 632 | 7.98 644 |
|
| LSM |  | 29.98 659 | 19.52 651 | 55.11 665 | 19.06 643 | 53.75 689 | 32.57 629 | 23.17 654 | 42.61 647 | 48.57 634 | 45.97 660 | 55.04 667 | 42.93 642 | 36.02 645 | 35.63 637 | 27.03 613 | 2.33 602 | 9.19 669 | 4.87 627 | 7.71 654 | 10.65 644 | 27.91 680 |
|
| RTS |  | 30.15 660 | 23.12 658 | 96.33 714 | 16.71 632 | 11.63 637 | 58.66 681 | 24.28 658 | 36.80 610 | 62.63 680 | 43.79 655 | 46.10 636 | 32.56 587 | 43.90 665 | 51.29 675 | 40.92 664 | 2.38 605 | 0.66 579 | 1.06 573 | 0.74 570 | 5.11 610 | 4.34 605 |
|
| RTSA |  | 30.15 660 | 23.12 658 | 96.33 714 | 16.71 632 | 11.63 637 | 58.66 681 | 24.28 658 | 36.80 610 | 62.63 680 | 43.79 655 | 46.10 636 | 32.56 587 | 43.90 665 | 51.29 675 | 40.92 664 | 2.38 605 | 0.66 579 | 1.06 573 | 0.74 570 | 5.11 610 | 4.34 605 |
|
| DispFullNet |  | 30.27 662 | 31.74 667 | 58.63 672 | 30.13 667 | 28.18 673 | 31.79 626 | 8.94 515 | 37.16 615 | 54.68 653 | 32.60 619 | 37.99 587 | 44.62 646 | 28.80 621 | 41.55 662 | 27.93 625 | 11.94 665 | 3.46 647 | 35.53 678 | 12.34 668 | 30.08 678 | 17.26 671 |
|
| coex-ft |  | 30.77 663 | 38.58 676 | 93.29 713 | 9.44 538 | 5.62 532 | 34.95 637 | 25.30 661 | 30.83 534 | 59.36 673 | 73.23 695 | 58.53 671 | 45.92 651 | 47.29 669 | 29.44 615 | 45.30 675 | 1.37 584 | 1.65 619 | 0.95 569 | 0.96 585 | 8.35 634 | 4.96 613 |
|
| MANE |  | 31.97 664 | 10.75 616 | 17.71 559 | 20.94 648 | 13.77 648 | 47.80 665 | 26.85 664 | 53.00 678 | 55.20 660 | 59.29 674 | 64.30 681 | 64.93 684 | 56.31 684 | 51.83 678 | 38.69 658 | 9.61 653 | 4.72 657 | 6.91 641 | 19.93 674 | 9.20 637 | 7.64 642 |
|
| otaku |  | 33.18 665 | 35.99 674 | 52.93 653 | 40.01 674 | 21.41 664 | 55.08 673 | 17.25 626 | 43.30 653 | 61.58 677 | 39.25 642 | 49.16 647 | 46.61 655 | 28.49 620 | 39.77 657 | 28.76 629 | 18.56 669 | 7.00 666 | 31.82 676 | 9.61 662 | 21.53 672 | 15.48 666 |
|
| PVD |  | 33.19 666 | 18.59 647 | 37.64 628 | 26.09 661 | 16.99 658 | 33.25 632 | 42.25 683 | 51.42 674 | 66.03 686 | 52.65 670 | 64.31 682 | 51.93 668 | 55.13 680 | 51.61 677 | 40.40 661 | 4.00 625 | 3.51 648 | 9.53 650 | 4.26 636 | 10.62 643 | 23.56 675 |
|
| ELAS |   | 33.68 667 | 18.95 648 | 36.71 625 | 20.64 645 | 13.61 647 | 56.43 674 | 35.14 678 | 50.03 671 | 49.90 638 | 60.58 677 | 63.83 679 | 58.64 675 | 53.36 676 | 50.73 673 | 44.44 673 | 11.03 659 | 6.58 664 | 10.02 652 | 7.43 648 | 13.58 655 | 11.94 660 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 668 | 19.15 649 | 35.97 624 | 21.28 651 | 13.79 649 | 52.58 670 | 36.11 680 | 48.96 667 | 55.66 661 | 61.47 681 | 62.91 675 | 58.35 674 | 53.55 677 | 53.37 681 | 42.23 670 | 11.25 661 | 6.64 665 | 10.32 653 | 7.05 647 | 13.56 653 | 11.58 659 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| SAMSARA |  | 34.43 669 | 18.53 646 | 31.91 617 | 55.34 684 | 35.34 677 | 75.99 701 | 94.71 715 | 47.97 665 | 50.84 646 | 37.47 639 | 36.99 581 | 53.12 669 | 38.55 654 | 39.56 656 | 38.65 657 | 3.59 620 | 5.40 659 | 2.22 606 | 3.72 630 | 9.43 638 | 9.29 652 |
|
| Ntro |  | 34.97 670 | 37.63 675 | 54.53 661 | 43.26 678 | 22.45 668 | 57.73 679 | 21.97 646 | 47.14 663 | 64.21 683 | 39.12 641 | 48.86 644 | 47.93 659 | 36.94 648 | 40.66 659 | 29.83 632 | 17.16 667 | 6.51 663 | 32.70 677 | 10.17 663 | 24.06 673 | 16.48 669 |
|
| BEATNet-Init1 |  | 35.08 671 | 20.64 654 | 54.70 663 | 27.43 663 | 12.00 642 | 58.29 680 | 31.01 673 | 52.58 677 | 57.49 669 | 60.36 676 | 62.98 676 | 69.98 687 | 55.54 682 | 53.00 680 | 44.40 672 | 4.61 631 | 2.84 640 | 7.05 644 | 6.89 646 | 10.97 645 | 8.94 649 |
|
| ACVNet-4b |  | 36.40 672 | 52.20 682 | 56.11 667 | 42.45 677 | 21.78 665 | 48.56 666 | 14.37 596 | 49.50 669 | 60.15 675 | 43.17 653 | 46.38 638 | 55.62 671 | 24.56 596 | 38.15 651 | 21.97 577 | 25.13 674 | 3.66 651 | 46.93 682 | 33.56 682 | 25.97 674 | 17.74 672 |
|
| MSC_U_SF_DS_RVC |  | 37.16 673 | 34.69 670 | 53.68 659 | 37.47 673 | 12.55 645 | 56.80 677 | 22.63 650 | 52.02 676 | 63.29 682 | 66.20 687 | 63.82 678 | 58.12 672 | 53.73 679 | 51.21 674 | 46.48 676 | 8.79 650 | 5.31 658 | 14.69 658 | 15.22 672 | 17.27 666 | 9.21 651 |
|
| GCST |   | 37.32 674 | 40.98 677 | 25.25 597 | 92.15 715 | 35.59 678 | 25.00 585 | 1.02 116 | 25.45 457 | 19.73 401 | 26.01 571 | 15.21 300 | 19.51 471 | 4.75 236 | 16.71 504 | 4.32 327 | 80.90 708 | 35.46 685 | 87.50 714 | 74.71 703 | 73.21 703 | 42.99 690 |
|
| FADE |  | 41.00 675 | 35.07 671 | 67.42 684 | 32.15 668 | 23.61 669 | 40.02 656 | 25.39 662 | 57.09 683 | 71.09 692 | 43.02 651 | 41.74 615 | 43.42 644 | 51.38 674 | 58.81 683 | 50.88 684 | 37.95 680 | 21.02 677 | 44.59 681 | 42.77 685 | 17.09 664 | 15.50 667 |
|
| ACVNet_1 |  | 41.30 676 | 49.46 679 | 64.91 680 | 44.67 679 | 25.07 671 | 49.43 668 | 25.23 660 | 55.33 680 | 65.87 685 | 59.72 675 | 59.33 672 | 63.43 682 | 48.79 672 | 49.63 671 | 37.09 653 | 19.05 670 | 9.82 670 | 38.29 679 | 13.97 671 | 28.67 676 | 18.23 674 |
|
| light-stereo |  | 41.36 677 | 29.75 666 | 55.07 664 | 54.98 683 | 49.52 684 | 36.70 642 | 17.57 628 | 46.92 662 | 51.01 647 | 53.58 671 | 54.47 664 | 62.25 681 | 35.15 643 | 48.78 669 | 33.36 638 | 34.63 677 | 26.20 682 | 20.76 666 | 28.59 678 | 46.39 683 | 41.49 689 |
|
| Consistency-Raft |  | 41.82 678 | 35.10 672 | 44.56 644 | 32.85 669 | 41.39 682 | 46.76 664 | 34.76 677 | 57.01 682 | 54.94 656 | 32.10 615 | 65.22 685 | 30.82 568 | 48.46 671 | 40.81 660 | 48.77 680 | 27.39 675 | 34.28 684 | 42.92 680 | 51.66 693 | 39.28 680 | 27.28 677 |
|
| NVStereoNet_ROB |  | 41.93 679 | 32.40 668 | 44.55 643 | 36.60 672 | 27.78 672 | 34.52 635 | 32.38 674 | 48.84 666 | 57.18 668 | 69.34 690 | 75.62 696 | 66.07 686 | 64.86 688 | 47.34 668 | 60.78 692 | 15.72 666 | 23.99 679 | 23.40 669 | 32.06 681 | 21.34 671 | 23.86 676 |
| 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 |  | 45.10 680 | 33.36 669 | 54.69 662 | 33.57 670 | 31.94 675 | 43.06 661 | 17.79 631 | 49.52 670 | 56.61 666 | 50.97 668 | 64.04 680 | 70.09 688 | 53.57 678 | 49.77 672 | 53.19 686 | 53.87 691 | 14.08 674 | 54.69 688 | 35.89 683 | 41.66 681 | 39.69 687 |
|
| RainbowNet |  | 51.25 681 | 62.74 691 | 64.52 679 | 60.13 685 | 39.00 681 | 58.72 683 | 30.83 672 | 57.31 684 | 79.18 701 | 50.24 665 | 65.35 686 | 60.13 677 | 44.25 667 | 49.47 670 | 41.16 667 | 46.52 687 | 46.06 692 | 52.72 686 | 31.78 680 | 52.33 688 | 32.47 681 |
|
| anonymity |  | 52.32 682 | 58.23 686 | 63.91 676 | 41.12 676 | 59.25 693 | 53.27 671 | 41.04 682 | 55.69 681 | 40.20 598 | 54.85 672 | 49.49 649 | 49.13 662 | 55.48 681 | 59.07 684 | 49.65 683 | 55.86 692 | 50.03 698 | 51.00 684 | 51.08 691 | 51.71 686 | 56.36 693 |
|
| MADNet+ |  | 53.31 683 | 68.61 694 | 98.75 721 | 67.03 689 | 37.58 679 | 79.83 707 | 81.74 709 | 60.38 686 | 61.61 678 | 51.43 669 | 54.92 666 | 61.11 679 | 59.29 686 | 69.66 693 | 76.71 709 | 23.88 672 | 24.03 680 | 17.08 663 | 12.35 669 | 32.47 679 | 27.69 679 |
|
| JetBlue |  | 54.08 684 | 45.10 678 | 74.15 693 | 51.17 681 | 47.68 683 | 75.66 700 | 60.97 694 | 63.63 687 | 62.09 679 | 63.32 685 | 64.88 683 | 78.86 696 | 68.17 689 | 68.15 691 | 75.09 708 | 36.86 678 | 24.88 681 | 29.01 675 | 29.12 679 | 28.71 677 | 34.13 683 |
|
| SGM+DAISY |  | 54.67 685 | 56.61 683 | 62.73 674 | 40.21 675 | 53.22 687 | 61.95 686 | 48.59 687 | 55.05 679 | 44.62 622 | 61.03 680 | 63.68 677 | 60.46 678 | 55.62 683 | 60.68 686 | 55.34 688 | 56.34 694 | 48.56 695 | 50.16 683 | 49.63 690 | 52.25 687 | 56.76 695 |
|
| SPS-STEREO |   | 55.62 686 | 59.14 687 | 64.16 677 | 45.05 680 | 53.84 690 | 59.88 684 | 44.00 685 | 59.53 685 | 49.94 640 | 62.33 683 | 61.09 674 | 59.80 676 | 56.82 685 | 60.06 685 | 57.85 689 | 58.41 695 | 48.34 694 | 51.07 685 | 49.21 689 | 55.41 690 | 56.48 694 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| Selective-IGEV-i16pa |  | 56.08 687 | 59.75 688 | 69.90 688 | 21.43 654 | 14.80 651 | 97.01 715 | 29.83 671 | 86.97 713 | 94.48 717 | 85.76 710 | 93.21 713 | 81.88 701 | 74.46 699 | 96.71 721 | 79.25 712 | 30.92 676 | 13.32 672 | 16.91 662 | 7.73 656 | 15.59 660 | 51.73 691 |
|
| Selective-IGEV-i1pa |  | 56.65 688 | 73.08 699 | 56.50 669 | 29.63 666 | 14.87 652 | 94.58 712 | 46.49 686 | 80.65 710 | 87.08 709 | 88.18 713 | 87.03 710 | 74.01 692 | 68.51 690 | 94.68 719 | 74.38 705 | 45.10 686 | 26.62 683 | 26.16 671 | 13.27 670 | 19.40 669 | 32.71 682 |
|
| ACVNet_2 |  | 57.39 689 | 61.72 690 | 72.56 692 | 66.35 688 | 38.29 680 | 61.93 685 | 48.64 688 | 71.64 699 | 81.91 704 | 79.28 703 | 88.72 712 | 76.25 693 | 72.87 695 | 54.33 682 | 46.74 678 | 37.13 679 | 23.36 678 | 54.52 687 | 37.80 684 | 46.22 682 | 27.59 678 |
|
| IMH-64-1 |  | 59.25 690 | 58.09 684 | 67.69 685 | 66.06 686 | 50.51 685 | 56.45 675 | 49.45 689 | 68.83 692 | 67.75 689 | 67.58 688 | 80.37 700 | 70.15 689 | 74.28 697 | 72.16 698 | 48.94 681 | 42.00 683 | 42.87 689 | 65.57 690 | 47.02 686 | 51.52 684 | 37.76 685 |
|
| IMH-64 |  | 59.25 690 | 58.09 684 | 67.69 685 | 66.06 686 | 50.51 685 | 56.45 675 | 49.45 689 | 68.83 692 | 67.75 689 | 67.58 688 | 80.37 700 | 70.15 689 | 74.28 697 | 72.16 698 | 48.94 681 | 42.00 683 | 42.87 689 | 65.57 690 | 47.02 686 | 51.52 684 | 37.76 685 |
|
| IMH |  | 62.95 692 | 60.33 689 | 67.78 687 | 69.51 690 | 53.65 688 | 65.09 690 | 54.21 691 | 72.00 700 | 73.28 695 | 72.49 693 | 81.93 702 | 72.96 691 | 79.81 702 | 76.65 704 | 51.41 685 | 43.57 685 | 49.82 697 | 67.81 692 | 51.14 692 | 54.83 689 | 40.67 688 |
|
| TorneroNet-64 |  | 65.66 693 | 70.70 696 | 71.20 691 | 76.52 694 | 59.70 695 | 66.78 691 | 58.05 692 | 67.53 691 | 80.00 702 | 62.67 684 | 67.40 687 | 83.09 702 | 69.42 692 | 67.34 688 | 62.05 695 | 48.31 690 | 44.07 691 | 72.93 694 | 63.88 695 | 68.05 694 | 53.58 692 |
|
| PWCK |  | 65.90 694 | 88.63 713 | 79.40 700 | 80.32 702 | 29.96 674 | 63.85 689 | 39.45 681 | 72.07 701 | 71.26 693 | 78.74 702 | 68.99 689 | 77.82 695 | 61.77 687 | 82.81 710 | 62.64 696 | 80.17 707 | 39.88 688 | 81.90 705 | 47.37 688 | 73.54 704 | 37.51 684 |
|
| WAO-6 |  | 70.64 695 | 73.02 698 | 66.25 681 | 79.92 701 | 61.74 697 | 68.74 692 | 59.08 693 | 75.27 704 | 87.02 708 | 74.72 696 | 79.40 699 | 79.19 697 | 84.60 710 | 67.70 690 | 60.53 691 | 67.85 698 | 48.88 696 | 81.48 703 | 73.29 700 | 65.57 692 | 58.60 696 |
|
| TorneroNet |  | 71.21 696 | 73.44 700 | 75.82 696 | 80.82 703 | 65.65 699 | 70.53 694 | 64.39 697 | 71.42 698 | 75.97 697 | 71.47 692 | 73.68 694 | 84.17 705 | 74.00 696 | 69.85 694 | 69.09 699 | 59.37 696 | 48.19 693 | 79.67 699 | 73.51 701 | 74.93 705 | 68.26 705 |
|
| LVE |  | 71.50 697 | 72.46 697 | 83.91 705 | 75.21 693 | 55.29 692 | 74.81 695 | 62.76 696 | 77.22 705 | 83.77 706 | 82.09 705 | 87.11 711 | 83.38 703 | 82.41 707 | 75.93 702 | 64.49 697 | 48.28 689 | 57.24 704 | 74.61 696 | 62.53 694 | 65.49 691 | 61.01 697 |
|
| MFMNet_re |  | 72.05 698 | 79.64 706 | 64.23 678 | 52.73 682 | 84.71 708 | 77.93 703 | 68.35 698 | 63.96 688 | 66.93 687 | 61.00 679 | 71.29 692 | 63.84 683 | 68.91 691 | 72.42 700 | 61.11 693 | 82.03 711 | 74.22 711 | 80.34 702 | 74.44 702 | 83.62 712 | 89.34 714 |
|
| notaker |  | 72.18 699 | 79.78 707 | 78.84 699 | 78.75 698 | 68.52 701 | 63.26 688 | 61.68 695 | 69.22 695 | 75.95 696 | 77.58 700 | 78.85 698 | 79.69 699 | 84.79 711 | 77.39 705 | 58.43 690 | 69.68 701 | 60.79 705 | 77.46 698 | 68.48 697 | 69.62 696 | 64.92 702 |
|
| WAO-7 |  | 72.21 700 | 78.21 702 | 54.04 660 | 79.33 700 | 69.31 703 | 70.20 693 | 72.09 704 | 77.85 708 | 84.90 707 | 77.35 699 | 86.03 706 | 79.37 698 | 79.88 703 | 65.32 687 | 65.33 698 | 62.33 697 | 69.70 709 | 70.51 693 | 73.21 699 | 67.23 693 | 62.02 698 |
|
| ktn |  | 72.58 701 | 80.06 709 | 69.96 689 | 79.14 699 | 69.86 704 | 75.40 699 | 70.43 703 | 69.01 694 | 76.90 698 | 72.88 694 | 77.46 697 | 77.43 694 | 77.41 701 | 72.78 701 | 55.00 687 | 79.09 704 | 65.99 706 | 80.09 701 | 68.29 696 | 71.46 701 | 62.98 699 |
|
| UNDER WATER-64 |  | 73.11 702 | 74.48 701 | 87.70 706 | 74.03 692 | 55.20 691 | 78.24 704 | 75.71 706 | 65.33 689 | 67.91 691 | 75.60 698 | 69.32 690 | 84.41 706 | 76.93 700 | 68.43 692 | 72.45 702 | 81.18 709 | 56.77 703 | 82.46 706 | 80.34 706 | 68.22 695 | 67.48 704 |
|
| LRCNet_RVC |  | 73.59 703 | 69.80 695 | 74.41 694 | 77.63 696 | 60.56 696 | 40.33 657 | 15.08 606 | 71.04 697 | 48.36 632 | 88.07 712 | 94.62 716 | 90.11 714 | 81.83 705 | 80.58 709 | 61.26 694 | 97.12 722 | 72.30 710 | 96.65 721 | 97.58 722 | 77.13 706 | 77.30 709 |
|
| DPSimNet_ROB |  | 74.29 704 | 83.27 711 | 59.30 673 | 77.19 695 | 65.13 698 | 75.14 697 | 74.95 705 | 73.99 703 | 76.94 699 | 81.99 704 | 75.48 695 | 80.18 700 | 71.76 693 | 67.39 689 | 84.00 714 | 81.87 710 | 51.14 699 | 79.99 700 | 76.70 705 | 70.17 697 | 79.21 710 |
|
| UNDER WATER |  | 75.92 705 | 79.25 705 | 87.75 707 | 84.39 705 | 66.43 700 | 77.08 702 | 77.22 707 | 66.90 690 | 72.16 694 | 75.32 697 | 71.56 693 | 85.89 712 | 82.15 706 | 70.11 695 | 74.99 707 | 79.34 706 | 53.61 700 | 86.40 712 | 84.53 711 | 71.29 700 | 72.11 707 |
|
| TCMNet-wrong-test |  | 76.74 706 | 91.47 716 | 89.31 708 | 97.64 718 | 97.35 718 | 94.87 713 | 92.51 714 | 69.78 696 | 65.29 684 | 63.44 686 | 71.10 691 | 65.66 685 | 51.44 675 | 85.29 712 | 74.70 706 | 56.06 693 | 20.22 676 | 83.11 710 | 82.39 708 | 95.02 719 | 88.18 713 |
|
| WAO-8 |  | 76.87 707 | 78.41 703 | 66.45 682 | 86.81 709 | 72.47 705 | 79.27 705 | 68.59 700 | 77.75 706 | 89.01 711 | 83.09 707 | 86.98 707 | 85.87 710 | 84.97 712 | 72.12 696 | 69.11 700 | 74.93 702 | 55.23 701 | 87.79 715 | 83.50 709 | 70.47 698 | 64.56 700 |
|
| Venus |  | 76.87 707 | 78.41 703 | 66.45 682 | 86.81 709 | 72.47 705 | 79.27 705 | 68.59 700 | 77.75 706 | 89.01 711 | 83.09 707 | 86.98 707 | 85.87 710 | 84.97 712 | 72.12 696 | 69.11 700 | 74.93 702 | 55.23 701 | 87.79 715 | 83.50 709 | 70.48 699 | 64.56 700 |
|
| HanzoNet |  | 77.61 709 | 81.11 710 | 82.83 701 | 77.82 697 | 69.15 702 | 75.25 698 | 69.06 702 | 73.49 702 | 77.84 700 | 82.19 706 | 82.80 703 | 85.42 707 | 86.67 715 | 85.99 713 | 73.64 704 | 85.24 715 | 68.38 708 | 81.71 704 | 75.47 704 | 71.98 702 | 66.24 703 |
|
| JetRed |  | 79.55 710 | 79.88 708 | 91.52 711 | 71.05 691 | 75.80 707 | 91.66 709 | 80.11 708 | 79.14 709 | 80.44 703 | 84.35 709 | 84.23 705 | 83.38 703 | 72.48 694 | 79.43 706 | 85.44 715 | 69.33 700 | 81.58 712 | 73.66 695 | 72.56 698 | 82.35 709 | 72.60 708 |
|
| Dean |  | 80.72 711 | 85.82 712 | 83.27 702 | 84.91 708 | 59.53 694 | 75.11 696 | 68.39 699 | 81.59 711 | 88.05 710 | 92.41 715 | 86.98 707 | 92.41 716 | 93.02 717 | 83.11 711 | 73.31 703 | 68.01 699 | 66.13 707 | 94.82 720 | 84.66 712 | 83.28 710 | 69.50 706 |
|
| ASD4 |  | 87.72 712 | 90.49 714 | 83.85 704 | 83.29 704 | 90.74 714 | 97.88 717 | 99.60 723 | 88.98 714 | 96.82 718 | 88.24 714 | 93.42 714 | 89.82 713 | 86.15 714 | 88.78 714 | 91.81 716 | 79.31 705 | 81.76 713 | 76.68 697 | 81.50 707 | 83.55 711 | 81.68 711 |
|
| RSGM-EC |  | 88.03 713 | 67.44 692 | 53.54 656 | 84.82 706 | 87.13 709 | 94.34 710 | 92.20 712 | 94.86 719 | 98.29 719 | 95.56 719 | 98.06 720 | 85.65 708 | 83.07 708 | 79.52 707 | 79.00 710 | 95.80 718 | 97.66 719 | 91.52 717 | 95.19 719 | 95.05 720 | 91.80 719 |
|
| acva |  | 88.03 713 | 67.44 692 | 53.54 656 | 84.82 706 | 87.13 709 | 94.34 710 | 92.20 712 | 94.86 719 | 98.29 719 | 95.56 719 | 98.06 720 | 85.65 708 | 83.07 708 | 79.52 707 | 79.00 710 | 95.80 718 | 97.66 719 | 91.52 717 | 95.19 719 | 95.05 720 | 91.80 719 |
|
| KSHMR |  | 88.54 715 | 93.03 717 | 83.31 703 | 95.54 716 | 91.74 715 | 82.37 708 | 83.41 710 | 84.43 712 | 81.99 705 | 87.89 711 | 84.05 704 | 91.94 715 | 81.33 704 | 76.34 703 | 81.76 713 | 96.44 721 | 96.14 718 | 96.69 722 | 97.12 721 | 92.52 718 | 92.67 721 |
|
| tt |  | 89.96 716 | 1.02 130 | 100.00 728 | 99.40 723 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 78.36 701 | 67.94 688 | 99.99 730 | 100.00 728 | 100.00 730 | 100.00 731 | 95.81 720 | 99.93 725 | 87.43 713 | 86.39 713 | 95.11 722 | 87.89 712 |
|
| xxxxx1 |  | 91.92 717 | 95.33 719 | 98.45 718 | 87.29 711 | 89.24 711 | 98.50 718 | 98.17 720 | 92.95 715 | 93.21 714 | 93.55 716 | 95.36 717 | 96.99 718 | 96.28 718 | 94.65 716 | 94.94 717 | 83.26 712 | 84.17 714 | 82.90 707 | 88.32 715 | 85.49 714 | 89.37 715 |
|
| tt_ll |  | 91.92 717 | 95.33 719 | 98.45 718 | 87.29 711 | 89.24 711 | 98.50 718 | 98.17 720 | 92.95 715 | 93.21 714 | 93.55 716 | 95.36 717 | 96.99 718 | 96.28 718 | 94.65 716 | 94.94 717 | 83.26 712 | 84.17 714 | 82.90 707 | 88.32 715 | 85.49 714 | 89.37 715 |
|
| ff |  | 91.92 717 | 95.33 719 | 98.45 718 | 87.29 711 | 89.24 711 | 98.50 718 | 98.17 720 | 92.95 715 | 93.21 714 | 93.55 716 | 95.36 717 | 96.99 718 | 96.28 718 | 94.65 716 | 94.94 717 | 83.26 712 | 84.17 714 | 82.90 707 | 88.32 715 | 85.49 714 | 89.37 715 |
|
| USTest |  | 93.52 720 | 90.92 715 | 77.74 698 | 87.90 714 | 92.63 716 | 100.00 726 | 100.00 728 | 99.79 725 | 99.80 724 | 99.21 724 | 99.52 724 | 98.03 721 | 99.15 723 | 89.52 715 | 99.31 724 | 90.37 716 | 98.47 721 | 84.34 711 | 87.43 714 | 84.58 713 | 91.71 718 |
|
| MADNet++ |  | 94.16 721 | 94.02 718 | 90.25 709 | 96.28 717 | 96.84 717 | 97.17 716 | 90.16 711 | 94.71 718 | 91.69 713 | 97.07 721 | 93.71 715 | 94.62 717 | 92.63 716 | 96.15 720 | 95.18 720 | 95.42 717 | 95.89 717 | 92.80 719 | 92.23 718 | 92.10 717 | 94.30 723 |
|
| PML |  | 99.19 722 | 100.00 729 | 98.08 717 | 99.28 722 | 99.53 722 | 100.00 726 | 99.73 724 | 98.24 721 | 99.44 723 | 100.00 729 | 99.57 725 | 98.76 723 | 99.84 724 | 100.00 730 | 98.88 723 | 100.00 726 | 99.54 722 | 100.00 727 | 99.50 724 | 99.90 726 | 93.55 722 |
|
| MEDIAN_ROB |  | 99.19 722 | 99.84 723 | 99.62 723 | 98.49 719 | 98.51 721 | 98.58 721 | 97.81 719 | 98.80 723 | 98.56 721 | 99.36 725 | 99.49 723 | 99.56 724 | 99.06 722 | 98.35 722 | 98.31 722 | 99.99 725 | 99.63 723 | 100.00 727 | 100.00 728 | 99.81 724 | 99.95 728 |
|
| HaxPig |  | 99.40 724 | 99.99 726 | 97.38 716 | 100.00 728 | 100.00 728 | 96.91 714 | 97.35 717 | 99.59 724 | 99.99 727 | 100.00 729 | 100.00 728 | 99.99 730 | 99.99 727 | 99.04 723 | 97.77 721 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 99.99 729 |
|
| Anonymous_1 |  | 99.65 725 | 99.95 725 | 99.93 726 | 99.80 724 | 99.60 723 | 100.00 726 | 100.00 728 | 99.82 727 | 99.98 726 | 99.62 726 | 99.94 726 | 99.75 726 | 100.00 728 | 99.66 724 | 99.88 725 | 98.45 723 | 99.84 724 | 98.73 723 | 99.26 723 | 99.41 723 | 99.36 724 |
|
| test_example2 |  | 99.68 726 | 99.99 726 | 99.99 727 | 100.00 728 | 99.99 727 | 99.86 724 | 99.99 726 | 98.29 722 | 100.00 728 | 100.00 729 | 100.00 728 | 98.15 722 | 98.39 721 | 99.98 727 | 99.98 727 | 100.00 726 | 99.99 727 | 99.40 724 | 99.53 725 | 100.00 729 | 100.00 730 |
|
| ccccc |  | 99.71 727 | 98.19 722 | 100.00 728 | 100.00 728 | 100.00 728 | 99.32 723 | 99.81 725 | 99.79 725 | 99.22 722 | 99.63 727 | 98.80 722 | 99.69 725 | 99.91 725 | 99.95 726 | 99.99 728 | 100.00 726 | 100.00 728 | 99.97 726 | 99.90 726 | 100.00 729 | 100.00 730 |
|
| AVERAGE_ROB |  | 99.80 728 | 99.99 726 | 99.40 722 | 100.00 728 | 100.00 728 | 98.99 722 | 97.72 718 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| real-time stereo |   | 99.93 729 | 99.89 724 | 99.92 725 | 99.91 727 | 99.93 726 | 99.97 725 | 99.99 726 | 99.97 728 | 99.97 725 | 99.95 728 | 99.96 727 | 99.95 727 | 99.94 726 | 99.94 725 | 99.95 726 | 99.89 724 | 99.93 725 | 99.88 725 | 99.90 726 | 99.89 725 | 99.91 727 |
|
| DPSMNet_ROB |  | 99.95 730 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 99.15 723 | 100.00 728 | 99.96 728 | 100.00 728 | 99.99 728 | 99.99 728 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| DGTPSM_ROB |  | 99.95 730 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 99.14 722 | 100.00 728 | 99.96 728 | 100.00 728 | 99.99 728 | 99.99 728 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| iinet-test |  | 99.97 732 | 100.00 729 | 100.00 728 | 99.84 725 | 99.86 724 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 99.93 727 | 99.85 726 |
|
| IINet |  | 99.97 732 | 100.00 729 | 100.00 728 | 99.84 725 | 99.87 725 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 99.93 727 | 99.84 725 |
|
| fast-reg |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| Hybrid-DGEV |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| RAFT-FEzeroshot |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| RAFT-FE |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| FlowAnything |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| Selective-RAFT-Error |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| CasAABBNet |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| LSM0 |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| DPSM_ROB |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| DPSM |  | 100.00 734 | 100.00 729 | 100.00 728 | 100.00 728 | 100.00 728 | 100.00 726 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 729 | 100.00 728 | 100.00 732 | 100.00 728 | 100.00 730 | 100.00 731 | 100.00 726 | 100.00 728 | 100.00 727 | 100.00 728 | 100.00 729 | 100.00 730 |
|
| GS-Stereo |  | | | | | | | 1.50 163 | 8.60 152 | 4.56 132 | 2.71 116 | 2.61 60 | 1.86 95 | 2.25 111 | 3.50 42 | 1.15 108 | 0.00 1 | 0.07 263 | 0.00 1 | 0.39 528 | 0.22 242 | 0.15 246 |
|