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