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