Pro-Stereo |  | 1.58 15 | 0.49 1 | 3.02 11 | 2.86 56 | 0.49 49 | 5.49 156 | 0.77 70 | 2.05 3 | 1.90 18 | 1.48 25 | 1.19 18 | 1.46 53 | 0.15 1 | 8.09 111 | 1.54 72 | 0.16 299 | 0.03 112 | 0.00 1 | 0.30 421 | 0.04 41 | 0.02 13 |
|
BPD-Stereo |  | 0.99 2 | 0.51 2 | 3.10 14 | 2.65 43 | 0.36 24 | 0.56 2 | 0.27 32 | 1.94 2 | 1.86 16 | 1.00 7 | 2.57 35 | 1.18 46 | 0.15 1 | 1.90 2 | 1.49 68 | 0.14 288 | 0.01 29 | 0.00 1 | 0.02 184 | 0.03 31 | 0.03 36 |
|
HiDET |  | 1.32 5 | 0.56 3 | 3.12 16 | 2.54 39 | 0.43 41 | 1.92 9 | 0.02 4 | 5.70 19 | 2.72 37 | 1.35 17 | 0.52 10 | 1.27 50 | 0.97 30 | 4.05 20 | 1.19 57 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 13 |
|
IGEV |   | 1.86 28 | 0.58 4 | 3.90 49 | 2.40 27 | 3.49 331 | 4.20 71 | 0.97 85 | 7.16 68 | 3.22 53 | 2.00 45 | 4.16 63 | 0.26 11 | 0.62 15 | 3.40 12 | 0.65 9 | 0.03 197 | 0.09 258 | 0.00 1 | 0.00 1 | 0.03 31 | 0.02 13 |
|
WQFJA1++ |  | 2.38 57 | 0.59 5 | 4.21 72 | 2.66 46 | 1.85 230 | 2.47 18 | 0.29 35 | 7.02 65 | 2.10 21 | 3.41 88 | 2.43 32 | 0.68 36 | 1.63 54 | 7.27 84 | 1.00 44 | 0.01 104 | 0.05 159 | 0.01 180 | 0.01 149 | 9.83 551 | 0.09 113 |
|
LCMNet |  | 1.70 20 | 0.59 5 | 2.97 8 | 1.86 2 | 0.58 63 | 1.95 10 | 0.09 12 | 6.27 45 | 7.21 155 | 1.23 12 | 1.48 21 | 1.25 49 | 1.34 41 | 6.03 58 | 1.05 48 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.02 13 |
|
CSFM-Stereo |  | 1.49 9 | 0.59 5 | 3.11 15 | 2.47 32 | 0.31 15 | 3.07 30 | 0.15 20 | 6.28 48 | 2.36 26 | 2.48 58 | 1.08 14 | 1.50 54 | 1.10 33 | 4.29 28 | 0.89 27 | 0.02 169 | 0.02 79 | 0.00 1 | 0.00 1 | 0.02 7 | 0.03 36 |
|
MonSter++ |  | 1.28 4 | 0.63 8 | 2.88 6 | 2.00 6 | 0.32 16 | 2.14 12 | 0.01 1 | 4.86 11 | 2.56 29 | 1.63 28 | 0.45 9 | 2.17 76 | 1.25 38 | 3.81 19 | 0.84 23 | 0.01 104 | 0.02 79 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 13 |
|
MLG-Stereo_test2 |  | 1.52 11 | 0.64 9 | 2.81 4 | 2.52 35 | 1.79 226 | 2.76 23 | 0.16 22 | 4.70 8 | 1.80 14 | 1.75 30 | 0.08 2 | 3.21 89 | 0.17 3 | 7.28 85 | 0.64 8 | 0.02 169 | 0.11 292 | 0.00 1 | 0.00 1 | 0.04 41 | 0.03 36 |
|
LG-G_1 |  | 2.14 40 | 0.64 9 | 4.04 60 | 3.18 73 | 0.37 25 | 11.00 312 | 0.60 55 | 6.27 45 | 1.55 7 | 1.28 13 | 1.15 16 | 1.34 51 | 2.14 74 | 8.08 109 | 0.99 37 | 0.04 213 | 0.12 303 | 0.00 1 | 0.00 1 | 0.06 57 | 0.03 36 |
|
LG-G |  | 2.14 40 | 0.64 9 | 4.04 60 | 3.18 73 | 0.37 25 | 11.00 312 | 0.60 55 | 6.27 45 | 1.55 7 | 1.28 13 | 1.15 16 | 1.34 51 | 2.14 74 | 8.08 109 | 0.99 37 | 0.04 213 | 0.12 303 | 0.00 1 | 0.00 1 | 0.06 57 | 0.03 36 |
|
dual_stereo |  | 1.57 13 | 0.64 9 | 2.56 1 | 2.33 21 | 0.47 44 | 2.62 20 | 0.08 9 | 4.85 10 | 1.95 19 | 1.01 9 | 0.69 12 | 1.90 68 | 0.61 14 | 10.34 185 | 0.96 33 | 0.01 104 | 0.20 367 | 0.00 1 | 0.18 349 | 0.01 1 | 0.03 36 |
|
U |  | 3.65 120 | 0.64 9 | 5.91 151 | 3.91 132 | 11.89 553 | 11.50 320 | 0.20 27 | 7.66 76 | 5.38 106 | 1.79 34 | 2.55 34 | 0.76 38 | 1.61 52 | 2.34 3 | 0.70 12 | 0.00 1 | 0.04 128 | 10.60 567 | 5.47 556 | 0.04 41 | 0.02 13 |
|
MLG-Stereo_test1 |  | 1.51 10 | 0.65 14 | 3.00 9 | 2.47 32 | 2.46 274 | 2.84 25 | 0.16 22 | 5.64 18 | 1.77 12 | 0.98 6 | 0.09 3 | 1.53 56 | 0.52 10 | 7.44 91 | 0.56 4 | 0.02 169 | 0.09 258 | 0.00 1 | 0.03 205 | 0.03 31 | 0.02 13 |
|
MLG-Stereo |  | 1.48 7 | 0.65 14 | 3.04 12 | 2.52 35 | 0.79 110 | 3.11 33 | 0.16 22 | 6.26 43 | 1.80 14 | 0.84 1 | 0.10 5 | 1.51 55 | 0.65 17 | 7.44 91 | 0.53 3 | 0.02 169 | 0.09 258 | 0.00 1 | 0.03 205 | 0.03 31 | 0.02 13 |
|
Reg-Stereo(zero) |  | 4.54 150 | 0.68 16 | 4.39 78 | 3.20 75 | 1.30 170 | 3.29 40 | 0.89 79 | 16.64 258 | 12.89 236 | 10.01 194 | 10.70 182 | 10.29 227 | 4.51 166 | 8.83 139 | 2.63 164 | 0.01 104 | 0.14 333 | 0.00 1 | 0.13 325 | 0.03 31 | 0.17 200 |
|
MLG-Stereo_test3 |  | 1.57 13 | 0.69 17 | 3.82 43 | 2.19 10 | 1.34 181 | 3.92 60 | 0.25 31 | 5.89 29 | 1.27 3 | 0.91 4 | 1.07 13 | 1.99 72 | 0.64 16 | 6.09 60 | 1.10 50 | 0.03 197 | 0.09 258 | 0.00 1 | 0.00 1 | 0.05 52 | 0.04 55 |
|
BridgeDepth_RVC |   | 1.46 6 | 0.72 18 | 2.76 3 | 1.47 1 | 0.75 105 | 4.05 64 | 0.01 1 | 5.97 31 | 1.58 11 | 1.29 15 | 1.19 18 | 1.02 43 | 2.98 107 | 3.52 16 | 0.87 26 | 0.79 463 | 0.08 244 | 0.12 337 | 0.05 250 | 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 |
1w_stereo |  | 2.90 77 | 0.72 18 | 3.59 27 | 3.30 82 | 2.15 254 | 4.37 79 | 6.74 397 | 6.40 51 | 5.23 103 | 2.83 71 | 7.30 131 | 0.25 9 | 4.36 151 | 8.30 115 | 2.44 152 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 7 | 0.02 13 |
|
FoundationStereo |  | 1.26 3 | 0.73 20 | 2.84 5 | 2.65 43 | 0.58 63 | 2.31 14 | 0.61 57 | 3.40 4 | 1.57 9 | 1.89 38 | 0.09 3 | 2.61 82 | 2.90 105 | 2.37 5 | 0.60 7 | 0.04 213 | 0.04 128 | 0.00 1 | 0.00 1 | 0.02 7 | 0.03 36 |
|
BridgeDepth |   | 1.59 16 | 0.74 21 | 2.65 2 | 1.86 2 | 0.15 3 | 6.66 231 | 0.05 6 | 5.75 21 | 2.52 28 | 1.38 22 | 0.38 7 | 1.98 70 | 2.79 102 | 4.44 31 | 0.44 1 | 0.00 1 | 0.02 79 | 0.00 1 | 0.00 1 | 0.02 7 | 0.00 1 |
Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
MonSter |  | 1.74 22 | 0.74 21 | 3.64 31 | 2.27 14 | 1.62 207 | 6.01 204 | 0.13 17 | 6.02 32 | 2.88 45 | 1.35 17 | 2.11 27 | 0.30 14 | 0.36 5 | 6.50 66 | 0.83 20 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 184 | 0.02 7 | 0.02 13 |
|
MonStereo |  | 1.76 24 | 0.75 23 | 3.64 31 | 2.27 14 | 1.61 206 | 6.04 208 | 0.14 18 | 6.02 32 | 2.88 45 | 1.35 17 | 2.11 27 | 0.30 14 | 0.36 5 | 6.84 77 | 0.83 20 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 149 | 0.02 7 | 0.02 13 |
|
Monster-pub-eth3d |  | 1.75 23 | 0.75 23 | 3.64 31 | 2.27 14 | 1.62 207 | 6.02 207 | 0.14 18 | 6.02 32 | 2.87 44 | 1.35 17 | 2.11 27 | 0.30 14 | 0.36 5 | 6.59 69 | 0.83 20 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 184 | 0.02 7 | 0.02 13 |
|
LGtest1 |  | 1.48 7 | 0.75 23 | 4.03 58 | 2.33 21 | 0.65 77 | 3.02 29 | 0.11 15 | 6.12 38 | 1.51 5 | 1.41 23 | 1.48 21 | 0.65 34 | 0.93 29 | 5.60 46 | 0.81 17 | 0.03 197 | 0.12 303 | 0.00 1 | 0.00 1 | 0.10 109 | 0.04 55 |
|
SGD-Stereo |  | 1.88 29 | 0.76 26 | 3.80 41 | 2.37 25 | 0.33 22 | 3.48 46 | 0.93 82 | 6.52 53 | 2.22 22 | 3.84 101 | 1.08 14 | 1.78 62 | 1.34 41 | 8.32 116 | 0.70 12 | 0.09 267 | 0.01 29 | 0.00 1 | 0.00 1 | 0.06 57 | 0.03 36 |
|
S2M2_XL |  | 0.93 1 | 0.78 27 | 3.42 20 | 1.97 4 | 0.27 11 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 1 | 1.17 11 | 2.70 41 | 1.74 60 | 1.21 36 | 1.17 1 | 1.00 44 | 0.00 1 | 0.01 29 | 0.01 180 | 0.00 1 | 0.02 7 | 0.02 13 |
Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
asd |  | 2.06 36 | 0.78 27 | 3.85 44 | 2.45 29 | 2.18 256 | 3.99 62 | 0.35 37 | 6.94 63 | 2.60 31 | 2.99 74 | 2.79 42 | 0.52 28 | 2.27 83 | 8.33 117 | 0.93 29 | 0.02 169 | 0.01 29 | 0.00 1 | 0.00 1 | 0.07 75 | 0.11 138 |
|
2.5w |  | 2.10 38 | 0.78 27 | 4.30 73 | 2.96 62 | 1.85 230 | 3.22 36 | 2.25 215 | 6.05 36 | 2.69 36 | 1.80 35 | 5.44 104 | 0.23 4 | 2.01 69 | 7.36 88 | 1.01 47 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.06 81 |
|
CAS |  | 5.20 173 | 0.78 27 | 3.30 17 | 17.06 547 | 7.59 506 | 8.07 264 | 6.31 374 | 9.46 113 | 9.09 192 | 4.57 122 | 10.67 180 | 1.91 69 | 1.22 37 | 4.18 26 | 2.16 133 | 10.33 568 | 0.02 79 | 0.00 1 | 0.02 184 | 0.44 308 | 6.83 544 |
|
4.5_new |  | 1.82 25 | 0.79 31 | 3.44 22 | 2.35 23 | 1.84 227 | 5.69 182 | 1.28 105 | 5.59 16 | 2.60 31 | 3.74 96 | 3.37 48 | 0.43 24 | 0.97 30 | 3.16 9 | 0.98 35 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.07 75 | 0.16 192 |
|
4.5w-stereo |  | 1.83 26 | 0.79 31 | 3.45 24 | 2.35 23 | 1.84 227 | 5.69 182 | 1.29 107 | 5.59 16 | 2.60 31 | 3.75 97 | 3.37 48 | 0.43 24 | 0.97 30 | 3.16 9 | 0.98 35 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.07 75 | 0.16 192 |
|
IGEV-Stereo++ |  | 2.20 44 | 0.79 31 | 3.67 34 | 3.72 120 | 3.17 312 | 3.39 43 | 0.10 13 | 8.37 94 | 3.77 63 | 2.11 48 | 4.25 65 | 2.01 73 | 4.78 185 | 2.96 7 | 0.59 5 | 0.01 104 | 0.02 79 | 0.08 289 | 0.00 1 | 0.06 57 | 0.05 70 |
|
DispViT+ |  | 2.30 50 | 0.81 34 | 5.78 147 | 3.03 66 | 3.88 343 | 4.38 83 | 0.21 29 | 6.52 53 | 5.74 117 | 1.41 23 | 1.89 26 | 0.80 40 | 1.57 50 | 5.96 56 | 1.74 91 | 0.59 432 | 1.57 528 | 0.00 1 | 0.00 1 | 0.11 116 | 0.02 13 |
|
asda |  | 1.95 34 | 0.81 34 | 4.14 71 | 2.66 46 | 1.93 242 | 3.30 41 | 0.86 77 | 5.92 30 | 3.10 52 | 2.41 56 | 3.10 44 | 0.63 33 | 2.99 108 | 5.57 45 | 1.48 67 | 0.02 169 | 0.01 29 | 0.00 1 | 0.00 1 | 0.07 75 | 0.07 92 |
|
4.25_new |  | 1.94 30 | 0.81 34 | 3.74 36 | 2.82 51 | 2.69 288 | 4.37 79 | 2.37 224 | 5.76 22 | 2.78 39 | 1.99 42 | 3.60 53 | 0.23 4 | 2.40 88 | 4.13 21 | 0.99 37 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 7 | 0.07 92 |
|
4.5w_new |  | 1.94 30 | 0.81 34 | 3.74 36 | 2.82 51 | 2.69 288 | 4.37 79 | 2.37 224 | 5.76 22 | 2.78 39 | 1.99 42 | 3.60 53 | 0.23 4 | 2.40 88 | 4.13 21 | 0.99 37 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 7 | 0.07 92 |
|
4.25w-stereo |  | 1.94 30 | 0.81 34 | 3.74 36 | 2.82 51 | 2.69 288 | 4.37 79 | 2.37 224 | 5.76 22 | 2.78 39 | 1.99 42 | 3.60 53 | 0.23 4 | 2.40 88 | 4.13 21 | 0.99 37 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 7 | 0.07 92 |
|
AdaDepth |  | 2.20 44 | 0.82 39 | 4.90 99 | 3.27 80 | 2.91 303 | 3.54 53 | 0.70 63 | 5.30 13 | 3.05 51 | 1.73 29 | 3.31 47 | 0.49 26 | 1.60 51 | 10.91 214 | 0.96 33 | 0.03 197 | 0.11 292 | 0.00 1 | 0.23 381 | 0.04 41 | 0.03 36 |
|
qwe |  | 2.30 50 | 0.82 39 | 3.76 39 | 2.60 42 | 2.75 294 | 4.59 93 | 0.28 33 | 6.62 57 | 2.90 47 | 4.62 123 | 4.62 79 | 0.55 29 | 0.89 27 | 8.78 135 | 2.09 124 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.07 75 | 0.14 167 |
|
2.75w_new |  | 2.10 38 | 0.82 39 | 3.93 52 | 2.18 9 | 1.44 189 | 3.52 50 | 2.30 219 | 5.52 14 | 2.91 48 | 4.14 112 | 3.93 61 | 0.27 12 | 2.38 85 | 6.17 62 | 2.32 142 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.06 81 |
|
DA |  | 3.70 124 | 0.83 42 | 4.78 90 | 5.07 217 | 0.70 85 | 16.50 431 | 1.94 192 | 9.42 111 | 7.22 156 | 4.02 106 | 6.78 122 | 5.96 153 | 4.49 163 | 4.16 24 | 1.54 72 | 0.05 232 | 0.12 303 | 0.00 1 | 0.00 1 | 0.06 57 | 0.26 268 |
|
GGEV |  | 3.70 124 | 0.83 42 | 4.78 90 | 5.07 217 | 0.70 85 | 16.50 431 | 1.94 192 | 9.42 111 | 7.22 156 | 4.02 106 | 6.78 122 | 5.96 153 | 4.49 163 | 4.16 24 | 1.54 72 | 0.05 232 | 0.12 303 | 0.00 1 | 0.00 1 | 0.06 57 | 0.26 268 |
|
2w_stereo |  | 2.37 55 | 0.83 42 | 4.12 69 | 2.73 48 | 1.22 164 | 4.67 97 | 3.90 298 | 6.98 64 | 3.62 61 | 3.48 89 | 5.01 93 | 0.24 8 | 4.36 151 | 4.43 30 | 1.70 89 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.03 36 |
|
xyz-stereo |  | 13.23 454 | 0.83 42 | 38.70 544 | 2.53 38 | 0.83 117 | 41.19 569 | 4.82 329 | 13.68 198 | 26.28 404 | 22.98 451 | 37.78 500 | 29.35 472 | 18.53 479 | 18.11 437 | 7.85 350 | 0.22 329 | 0.03 112 | 0.64 457 | 0.01 149 | 0.13 124 | 0.06 81 |
|
Selective-RAFT |  | 5.78 215 | 0.83 42 | 10.24 362 | 6.70 356 | 0.72 99 | 15.49 405 | 1.13 97 | 13.82 208 | 15.41 270 | 6.97 164 | 6.97 129 | 11.63 247 | 8.27 284 | 12.32 295 | 4.73 269 | 0.10 273 | 0.01 29 | 0.00 1 | 0.26 401 | 0.07 75 | 0.03 36 |
|
252Zero-FE |  | 1.52 11 | 0.84 47 | 3.49 26 | 2.85 55 | 0.54 56 | 1.97 11 | 0.08 9 | 6.14 39 | 4.11 68 | 1.76 32 | 3.45 51 | 0.16 1 | 0.27 4 | 3.61 18 | 0.82 18 | 0.01 104 | 0.10 274 | 0.08 289 | 0.04 226 | 0.04 41 | 0.03 36 |
|
Wavelet-MonSter |  | 1.61 19 | 0.84 47 | 4.03 58 | 2.47 32 | 2.55 280 | 2.93 26 | 0.03 5 | 4.71 9 | 1.40 4 | 1.96 39 | 4.34 67 | 0.34 20 | 0.83 26 | 4.87 36 | 0.90 28 | 0.00 1 | 0.03 112 | 0.02 201 | 0.00 1 | 0.02 7 | 0.03 36 |
|
water-stereo |  | 3.66 121 | 0.84 47 | 4.79 93 | 3.60 110 | 0.79 110 | 5.03 135 | 0.89 79 | 12.93 179 | 5.45 110 | 5.82 147 | 14.74 221 | 6.51 168 | 4.76 184 | 3.37 11 | 3.26 209 | 0.03 197 | 0.13 317 | 0.09 301 | 0.04 226 | 0.06 57 | 0.07 92 |
|
3w_stereo |  | 2.49 63 | 0.84 47 | 5.43 123 | 2.46 31 | 0.46 43 | 5.44 154 | 6.54 388 | 7.07 66 | 3.41 60 | 3.30 82 | 4.77 85 | 0.28 13 | 4.24 149 | 4.24 27 | 1.30 59 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.07 92 |
|
Pointernet |  | 3.22 99 | 0.84 47 | 5.79 148 | 3.22 78 | 0.35 23 | 5.27 147 | 0.37 38 | 16.46 255 | 5.96 121 | 4.11 110 | 6.81 125 | 4.84 127 | 2.73 99 | 4.78 34 | 2.52 157 | 0.00 1 | 0.15 339 | 0.00 1 | 0.22 372 | 0.04 41 | 0.02 13 |
|
Monster-pub-mixall |  | 1.84 27 | 0.85 52 | 3.45 24 | 2.27 14 | 0.94 129 | 2.43 17 | 0.54 53 | 6.32 49 | 2.65 35 | 3.04 77 | 3.56 52 | 0.38 22 | 0.49 9 | 8.93 143 | 0.74 15 | 0.01 104 | 0.06 194 | 0.00 1 | 0.00 1 | 0.04 41 | 0.04 55 |
|
NLSM3 |  | 3.19 95 | 0.86 53 | 3.90 49 | 3.11 68 | 4.00 355 | 3.18 35 | 0.55 54 | 13.79 207 | 8.23 177 | 3.39 87 | 6.88 128 | 1.79 64 | 3.97 137 | 7.12 83 | 3.01 188 | 0.01 104 | 0.00 1 | 0.05 249 | 0.00 1 | 0.03 31 | 0.01 3 |
|
fffft |  | 2.58 64 | 0.86 53 | 5.15 112 | 3.15 72 | 1.32 176 | 4.44 87 | 4.17 306 | 8.04 86 | 3.29 57 | 3.03 76 | 2.20 30 | 1.88 67 | 1.45 47 | 10.41 188 | 1.80 95 | 0.00 1 | 0.04 128 | 0.00 1 | 0.00 1 | 0.31 248 | 0.10 123 |
1: 1. 1 |
2.25w |  | 2.37 55 | 0.87 55 | 4.69 88 | 2.52 35 | 1.76 221 | 3.53 51 | 0.41 40 | 6.10 37 | 2.56 29 | 3.93 105 | 6.70 121 | 0.35 21 | 2.47 94 | 8.53 122 | 2.97 185 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.02 13 |
|
LG-Stereo_L2 |  | 1.59 16 | 0.87 55 | 4.31 74 | 2.54 39 | 0.69 83 | 2.76 23 | 0.44 43 | 6.85 62 | 1.57 9 | 1.59 26 | 0.39 8 | 0.39 23 | 0.52 10 | 7.85 102 | 0.82 18 | 0.04 213 | 0.12 303 | 0.00 1 | 0.00 1 | 0.03 31 | 0.02 13 |
|
MatchStereo |  | 1.70 20 | 0.88 57 | 3.85 44 | 2.11 7 | 0.14 1 | 2.35 16 | 0.33 36 | 5.87 28 | 4.80 83 | 0.90 3 | 4.35 69 | 0.81 41 | 1.32 40 | 4.93 37 | 1.30 59 | 0.01 104 | 0.05 159 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 3 |
|
3.25w_new |  | 2.24 48 | 0.88 57 | 3.97 54 | 2.28 18 | 1.34 181 | 6.00 201 | 1.19 100 | 6.56 55 | 3.26 55 | 3.90 103 | 3.77 57 | 0.62 31 | 2.46 92 | 7.46 94 | 0.99 37 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.06 57 | 0.06 81 |
|
3.25w |  | 2.24 48 | 0.88 57 | 3.97 54 | 2.28 18 | 1.34 181 | 6.01 204 | 1.19 100 | 6.56 55 | 3.26 55 | 3.90 103 | 3.77 57 | 0.62 31 | 2.46 92 | 7.44 91 | 0.99 37 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.06 57 | 0.06 81 |
|
DEFOM-Stereo |  | 2.21 46 | 0.88 57 | 3.63 30 | 3.42 90 | 0.89 123 | 13.14 353 | 0.83 74 | 4.68 7 | 1.96 20 | 2.72 67 | 1.66 23 | 0.59 30 | 0.54 12 | 8.53 122 | 0.68 10 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.02 13 |
|
s12784h |  | 5.87 217 | 0.88 57 | 4.11 68 | 3.01 64 | 0.51 52 | 18.49 455 | 0.98 87 | 18.89 298 | 17.60 300 | 12.52 224 | 12.46 203 | 7.87 193 | 5.01 191 | 11.05 221 | 3.13 202 | 0.73 454 | 0.01 29 | 0.04 239 | 0.00 1 | 0.07 75 | 0.01 3 |
|
3.75w |  | 2.32 53 | 0.89 62 | 3.85 44 | 2.45 29 | 3.23 317 | 8.15 266 | 1.42 115 | 5.77 25 | 2.79 42 | 2.60 61 | 4.64 80 | 0.31 17 | 2.77 101 | 6.56 68 | 0.94 30 | 0.00 1 | 0.01 29 | 0.00 1 | 0.00 1 | 0.06 57 | 0.05 70 |
|
LG-Stereo_L1 |  | 1.59 16 | 0.89 62 | 4.07 64 | 2.55 41 | 0.95 130 | 2.93 26 | 0.50 48 | 6.75 59 | 1.54 6 | 1.32 16 | 0.24 6 | 0.50 27 | 0.59 13 | 7.91 103 | 0.85 24 | 0.04 213 | 0.12 303 | 0.01 180 | 0.00 1 | 0.03 31 | 0.02 13 |
|
AIO_test |  | 2.59 65 | 0.89 62 | 4.07 64 | 3.70 119 | 2.35 268 | 5.35 149 | 2.39 228 | 8.10 87 | 4.33 72 | 1.35 17 | 4.60 77 | 4.27 110 | 1.35 43 | 7.29 86 | 0.71 14 | 0.76 457 | 0.07 221 | 0.00 1 | 0.09 296 | 0.06 57 | 0.03 36 |
|
LG-Stereo_Zeroshot |  | 2.77 71 | 0.90 65 | 5.49 129 | 4.91 207 | 1.75 220 | 3.75 57 | 0.85 76 | 7.14 67 | 3.33 58 | 3.51 92 | 10.67 180 | 2.03 74 | 5.26 201 | 3.11 8 | 1.80 95 | 0.00 1 | 0.06 194 | 0.00 1 | 0.19 362 | 0.43 305 | 0.19 223 |
|
UniTT-Stereo |  | 2.89 76 | 0.90 65 | 6.74 186 | 4.08 138 | 2.42 271 | 2.63 21 | 0.42 41 | 5.57 15 | 4.88 86 | 5.36 142 | 7.63 138 | 1.09 45 | 1.47 49 | 8.80 138 | 5.11 284 | 0.03 197 | 0.07 221 | 0.00 1 | 0.01 149 | 0.48 323 | 0.11 138 |
|
999 |  | 3.44 108 | 0.92 67 | 4.78 90 | 4.69 189 | 2.34 267 | 7.58 257 | 2.20 207 | 9.81 121 | 6.11 125 | 2.96 73 | 4.79 86 | 5.07 130 | 2.27 83 | 12.10 285 | 2.76 171 | 0.03 197 | 0.09 258 | 0.00 1 | 0.00 1 | 0.29 229 | 0.10 123 |
|
IGEV-Stereo+ |  | 2.77 71 | 0.92 67 | 4.09 66 | 3.14 70 | 4.62 390 | 2.57 19 | 0.70 63 | 4.34 5 | 2.29 23 | 1.76 32 | 0.59 11 | 0.77 39 | 3.49 123 | 8.65 130 | 0.68 10 | 0.03 197 | 0.10 274 | 0.00 1 | 0.24 391 | 5.77 529 | 10.68 569 |
|
MoCha-V2 |  | 3.20 96 | 0.92 67 | 4.82 94 | 5.09 220 | 0.40 29 | 4.63 95 | 1.37 112 | 9.81 121 | 5.41 107 | 5.58 144 | 5.26 97 | 2.63 83 | 6.48 242 | 9.90 173 | 1.15 53 | 0.02 169 | 0.24 402 | 0.00 1 | 0.25 397 | 0.07 75 | 0.04 55 |
|
RAFT-Stereo-weight |  | 5.07 168 | 0.93 70 | 5.57 136 | 4.24 154 | 0.72 99 | 6.05 209 | 1.63 140 | 17.77 274 | 17.16 290 | 10.99 207 | 10.22 173 | 12.06 262 | 1.67 59 | 9.25 155 | 2.69 166 | 0.06 251 | 0.11 292 | 0.00 1 | 0.00 1 | 0.15 137 | 0.12 145 |
|
GEAStereo |  | 1.94 30 | 0.95 71 | 3.61 28 | 3.84 128 | 0.64 73 | 4.39 84 | 1.50 122 | 8.01 83 | 2.33 24 | 2.24 51 | 2.61 37 | 1.19 47 | 2.25 79 | 3.50 13 | 1.15 53 | 0.01 104 | 0.06 194 | 0.05 249 | 0.00 1 | 0.22 173 | 0.14 167 |
|
GSStereo |  | 2.16 42 | 0.95 71 | 3.61 28 | 4.08 138 | 0.64 73 | 4.39 84 | 1.50 122 | 8.60 99 | 4.56 76 | 2.71 65 | 2.61 37 | 1.86 65 | 2.25 79 | 3.50 13 | 1.15 53 | 0.00 1 | 0.07 221 | 0.00 1 | 0.39 451 | 0.22 173 | 0.15 184 |
|
tt45 |  | 3.20 96 | 0.95 71 | 4.36 77 | 3.73 121 | 1.86 232 | 8.19 267 | 2.05 203 | 9.12 110 | 3.36 59 | 5.60 145 | 4.42 72 | 4.61 123 | 2.39 87 | 11.00 218 | 1.96 106 | 0.00 1 | 0.04 128 | 0.00 1 | 0.01 149 | 0.32 258 | 0.10 123 |
|
trnet |  | 3.62 119 | 0.95 71 | 3.30 17 | 2.21 11 | 0.56 60 | 5.67 180 | 0.42 41 | 10.62 143 | 13.30 245 | 6.89 157 | 10.45 178 | 5.78 149 | 3.69 131 | 5.80 52 | 2.61 160 | 0.00 1 | 0.02 79 | 0.03 219 | 0.01 149 | 0.04 41 | 0.02 13 |
|
MC-Stereo |  | 3.99 139 | 0.95 71 | 4.70 89 | 5.09 220 | 0.44 42 | 3.77 58 | 1.79 171 | 9.86 123 | 7.05 154 | 6.34 151 | 13.35 212 | 6.83 173 | 6.34 239 | 10.80 208 | 1.75 93 | 0.00 1 | 0.11 292 | 0.06 267 | 0.24 391 | 0.12 118 | 0.14 167 |
|
gasm-f |  | 2.39 58 | 0.96 76 | 3.77 40 | 3.84 128 | 0.50 50 | 4.50 89 | 2.54 239 | 8.01 83 | 2.33 24 | 2.24 51 | 5.92 115 | 1.19 47 | 4.05 141 | 6.12 61 | 1.31 61 | 0.01 104 | 0.06 194 | 0.05 249 | 0.00 1 | 0.25 199 | 0.14 167 |
|
WCG-NET |  | 3.86 131 | 0.96 76 | 5.80 149 | 2.92 58 | 0.28 13 | 4.48 88 | 1.80 173 | 7.23 69 | 15.03 262 | 8.77 183 | 9.58 159 | 6.94 178 | 4.20 147 | 6.92 79 | 2.05 118 | 0.00 1 | 0.08 244 | 0.00 1 | 0.00 1 | 0.14 129 | 0.08 108 |
|
PMTNet |  | 5.36 185 | 0.97 78 | 3.42 20 | 1.97 4 | 1.30 170 | 8.96 274 | 0.69 62 | 12.33 164 | 12.16 225 | 8.50 178 | 11.35 190 | 6.09 155 | 4.50 165 | 9.34 157 | 2.70 167 | 22.71 584 | 0.01 29 | 0.04 239 | 0.02 184 | 0.06 57 | 0.01 3 |
|
4w-stereo |  | 2.03 35 | 0.98 79 | 4.12 69 | 2.31 20 | 1.96 243 | 3.70 56 | 0.61 57 | 6.37 50 | 2.37 27 | 2.10 47 | 4.19 64 | 0.33 18 | 3.33 116 | 7.03 80 | 1.12 51 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 31 | 0.08 108 |
|
monsterstereo |  | 2.41 59 | 0.98 79 | 4.33 75 | 4.12 142 | 4.48 385 | 1.80 6 | 0.08 9 | 5.78 26 | 5.21 102 | 3.36 84 | 7.40 136 | 0.25 9 | 0.37 8 | 8.92 142 | 1.00 44 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.01 3 |
|
RSM |  | 3.10 88 | 0.98 79 | 4.86 96 | 4.17 145 | 1.08 144 | 4.76 109 | 1.83 176 | 10.14 127 | 4.21 69 | 3.38 86 | 4.34 67 | 7.82 191 | 1.75 62 | 10.69 199 | 1.64 85 | 0.00 1 | 0.03 112 | 0.00 1 | 0.18 349 | 0.13 124 | 0.07 92 |
|
test_4 |  | 5.47 188 | 0.98 79 | 5.56 135 | 6.55 345 | 0.62 72 | 5.53 159 | 1.88 182 | 11.68 152 | 6.00 122 | 12.60 234 | 30.86 428 | 7.48 190 | 3.87 133 | 12.25 293 | 2.97 185 | 0.00 1 | 0.07 221 | 0.03 219 | 0.14 331 | 0.34 271 | 0.04 55 |
|
CREStereo++_RVC |  | 4.61 156 | 0.99 83 | 3.70 35 | 4.08 138 | 2.01 248 | 3.94 61 | 0.10 13 | 9.10 109 | 16.94 289 | 8.65 182 | 16.77 244 | 4.46 114 | 2.18 76 | 5.72 50 | 3.12 200 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 576 | 0.02 7 | 0.01 3 |
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 |
GIP-stereo |  | 2.66 67 | 1.00 84 | 4.00 56 | 4.99 211 | 3.41 323 | 3.38 42 | 0.77 70 | 8.73 104 | 5.69 116 | 2.08 46 | 5.38 98 | 4.13 106 | 3.21 110 | 5.21 40 | 1.05 48 | 0.01 104 | 0.06 194 | 0.00 1 | 0.00 1 | 0.07 75 | 0.04 55 |
|
111111 |  | 2.45 61 | 1.01 85 | 3.89 48 | 3.60 110 | 4.13 362 | 3.49 49 | 0.23 30 | 8.63 101 | 3.25 54 | 2.15 49 | 4.26 66 | 2.29 77 | 2.03 70 | 8.86 141 | 0.94 30 | 0.01 104 | 0.02 79 | 0.08 289 | 0.00 1 | 0.14 129 | 0.04 55 |
|
FENet |  | 7.94 307 | 1.01 85 | 6.72 183 | 5.87 291 | 2.07 251 | 11.11 315 | 2.03 200 | 21.39 330 | 20.81 333 | 17.14 343 | 22.65 328 | 14.43 301 | 11.54 354 | 12.97 329 | 7.89 351 | 0.15 297 | 0.24 402 | 0.03 219 | 0.02 184 | 0.14 129 | 0.62 371 |
|
DCANet-4 |  | 6.41 240 | 1.02 87 | 9.66 337 | 3.41 89 | 0.68 79 | 4.73 101 | 1.70 146 | 17.70 272 | 24.33 383 | 15.10 287 | 20.25 286 | 6.45 166 | 8.65 288 | 8.47 120 | 5.31 292 | 0.01 104 | 0.04 128 | 0.00 1 | 0.00 1 | 0.09 93 | 0.63 372 |
|
tt |  | 89.96 623 | 1.02 87 | 100.00 634 | 99.40 630 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 78.36 612 | 67.94 599 | 99.99 637 | 100.00 634 | 100.00 637 | 100.00 637 | 95.81 628 | 99.93 633 | 87.43 621 | 86.39 621 | 95.11 630 | 87.89 619 |
|
test_3 |  | 5.55 201 | 1.02 87 | 8.07 254 | 6.18 321 | 0.54 56 | 9.00 275 | 3.28 267 | 13.55 195 | 18.66 314 | 11.97 214 | 8.89 149 | 13.98 296 | 4.05 141 | 8.96 145 | 2.10 127 | 0.00 1 | 0.05 159 | 0.00 1 | 0.31 426 | 0.26 210 | 0.18 210 |
|
CASnet |  | 3.91 132 | 1.03 90 | 4.68 86 | 4.98 209 | 0.27 11 | 4.99 128 | 2.95 258 | 11.02 149 | 11.02 212 | 10.61 202 | 11.76 195 | 4.15 107 | 1.65 57 | 5.85 54 | 1.91 101 | 0.50 417 | 0.00 1 | 0.59 452 | 0.12 320 | 0.13 124 | 0.02 13 |
Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
RSM++ |  | 3.08 87 | 1.04 91 | 5.27 116 | 4.25 159 | 0.50 50 | 5.04 136 | 2.63 244 | 10.11 126 | 4.34 73 | 3.16 79 | 4.66 81 | 6.73 170 | 1.87 67 | 9.96 175 | 1.69 87 | 0.00 1 | 0.00 1 | 0.01 180 | 0.18 349 | 0.14 129 | 0.10 123 |
|
CREStereo |  | 3.58 116 | 1.05 92 | 3.35 19 | 2.17 8 | 0.59 66 | 5.61 167 | 0.40 39 | 10.50 137 | 13.34 247 | 6.93 159 | 10.44 177 | 5.29 141 | 3.47 121 | 5.82 53 | 2.62 162 | 0.01 104 | 0.01 29 | 0.02 201 | 0.01 149 | 0.04 41 | 0.01 3 |
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 |
zero-FE |  | 3.01 83 | 1.06 93 | 4.57 84 | 4.18 149 | 4.04 357 | 3.24 37 | 1.51 126 | 6.17 41 | 1.87 17 | 1.00 7 | 2.52 33 | 1.72 59 | 4.92 188 | 6.19 63 | 2.77 172 | 0.27 355 | 0.10 274 | 0.00 1 | 0.05 250 | 13.94 568 | 0.09 113 |
|
EGLCR-Stereo |  | 2.92 80 | 1.06 93 | 5.28 117 | 3.38 88 | 0.55 58 | 4.59 93 | 0.66 59 | 10.43 136 | 4.81 84 | 3.30 82 | 3.23 46 | 7.93 194 | 1.71 60 | 9.22 153 | 1.62 82 | 0.05 232 | 0.12 303 | 0.00 1 | 0.00 1 | 0.23 188 | 0.16 192 |
|
GLC_STEREO |  | 3.40 107 | 1.06 93 | 3.44 22 | 6.52 341 | 0.20 5 | 4.76 109 | 1.66 142 | 8.97 105 | 6.59 135 | 5.39 143 | 9.04 151 | 5.23 137 | 2.03 70 | 9.76 168 | 2.77 172 | 0.01 104 | 0.03 112 | 0.21 391 | 0.00 1 | 0.23 188 | 0.06 81 |
|
test-3 |  | 5.21 175 | 1.06 93 | 7.71 233 | 4.19 150 | 0.59 66 | 6.72 235 | 3.01 260 | 12.96 180 | 17.49 298 | 12.53 230 | 8.65 144 | 13.20 282 | 4.14 145 | 9.00 148 | 2.11 128 | 0.00 1 | 0.05 159 | 0.00 1 | 0.32 430 | 0.25 199 | 0.18 210 |
|
test_1 |  | 5.20 173 | 1.06 93 | 7.72 234 | 4.21 152 | 0.59 66 | 6.69 232 | 3.03 262 | 12.98 182 | 17.51 299 | 12.35 220 | 8.66 146 | 13.20 282 | 4.12 143 | 9.00 148 | 2.11 128 | 0.00 1 | 0.05 159 | 0.00 1 | 0.32 430 | 0.25 199 | 0.18 210 |
|
SMoEStereo_RVC |  | 2.81 73 | 1.07 98 | 5.08 107 | 3.86 131 | 0.60 69 | 6.39 221 | 1.91 187 | 7.82 81 | 3.79 64 | 3.87 102 | 3.69 56 | 2.78 84 | 2.25 79 | 10.60 195 | 1.99 111 | 0.00 1 | 0.02 79 | 0.03 219 | 0.00 1 | 0.25 199 | 0.17 200 |
|
Occ-G |  | 3.68 122 | 1.07 98 | 4.68 86 | 3.11 68 | 1.26 168 | 3.63 54 | 6.75 398 | 7.88 82 | 4.90 87 | 4.37 118 | 8.36 142 | 9.68 222 | 4.39 154 | 9.65 165 | 3.23 208 | 0.00 1 | 0.11 292 | 0.00 1 | 0.19 362 | 0.19 162 | 0.07 92 |
|
LoS |  | 3.59 117 | 1.07 98 | 3.81 42 | 2.80 50 | 0.52 55 | 4.98 126 | 1.18 99 | 10.35 135 | 12.97 237 | 4.54 121 | 10.75 183 | 3.89 101 | 3.27 113 | 8.78 135 | 2.63 164 | 0.03 197 | 0.03 112 | 0.09 301 | 0.00 1 | 0.12 118 | 0.04 55 |
Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
DDF-Stereo |  | 3.17 91 | 1.08 101 | 4.40 79 | 4.63 186 | 4.02 356 | 3.40 44 | 1.51 126 | 5.27 12 | 1.78 13 | 0.85 2 | 2.57 35 | 1.68 58 | 4.63 173 | 8.01 106 | 2.80 175 | 0.27 355 | 0.13 317 | 0.00 1 | 0.14 331 | 16.19 572 | 0.09 113 |
|
RAStereo |  | 2.32 53 | 1.08 101 | 6.36 172 | 3.73 121 | 1.39 188 | 1.81 8 | 0.12 16 | 7.70 77 | 7.44 162 | 2.27 54 | 3.94 62 | 3.43 90 | 0.81 24 | 3.55 17 | 2.47 154 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 229 | 0.07 92 |
|
RCA-Stereo |  | 5.32 182 | 1.08 101 | 5.91 151 | 4.29 165 | 0.51 52 | 5.65 170 | 4.12 304 | 16.97 262 | 18.67 315 | 8.27 173 | 14.16 215 | 8.86 208 | 8.90 295 | 6.45 65 | 2.18 134 | 0.00 1 | 0.07 221 | 0.10 320 | 0.00 1 | 0.10 109 | 0.07 92 |
|
TANstereo |  | 4.70 161 | 1.08 101 | 4.01 57 | 3.53 103 | 0.47 44 | 14.26 375 | 0.15 20 | 8.67 103 | 12.54 229 | 12.50 222 | 18.43 261 | 5.20 135 | 4.54 169 | 5.68 48 | 2.07 121 | 0.00 1 | 0.13 317 | 0.00 1 | 0.01 149 | 0.02 7 | 0.63 372 |
|
CFNet-RSSM |  | 5.55 201 | 1.08 101 | 8.60 282 | 4.30 166 | 1.21 163 | 6.42 222 | 1.25 104 | 16.12 251 | 17.84 303 | 13.12 248 | 11.14 188 | 11.84 252 | 5.52 204 | 9.14 152 | 2.35 145 | 0.01 104 | 0.20 367 | 0.00 1 | 0.36 442 | 0.34 271 | 0.07 92 |
|
WQFJX1 |  | 4.68 157 | 1.09 106 | 5.54 134 | 4.07 136 | 5.82 458 | 10.92 311 | 3.99 299 | 10.31 133 | 10.17 204 | 5.90 148 | 4.99 91 | 5.79 150 | 5.18 195 | 12.80 320 | 6.89 323 | 0.01 104 | 0.00 1 | 0.01 180 | 0.00 1 | 0.15 137 | 0.06 81 |
|
GMM-Stereo |  | 8.34 320 | 1.09 106 | 6.42 174 | 6.14 320 | 2.52 276 | 10.30 292 | 9.64 449 | 23.44 357 | 10.64 210 | 17.84 357 | 29.89 411 | 17.37 356 | 7.75 272 | 11.55 250 | 4.36 258 | 0.05 232 | 0.01 29 | 0.23 399 | 0.90 494 | 0.46 314 | 6.26 536 |
|
AIO_rvc |  | 2.81 73 | 1.10 108 | 4.88 97 | 3.63 113 | 2.59 282 | 5.36 150 | 1.85 179 | 8.21 91 | 4.37 74 | 1.60 27 | 4.74 83 | 4.74 124 | 1.16 35 | 10.10 180 | 1.13 52 | 0.47 411 | 0.04 128 | 0.00 1 | 0.04 226 | 0.15 137 | 0.12 145 |
|
11t1 |  | 5.86 216 | 1.10 108 | 7.74 236 | 5.18 238 | 1.44 189 | 13.82 366 | 2.36 221 | 14.92 222 | 7.26 159 | 12.98 245 | 11.10 187 | 11.24 243 | 9.30 303 | 11.59 255 | 6.54 316 | 0.10 273 | 0.16 348 | 0.00 1 | 0.01 149 | 0.18 158 | 0.23 251 |
|
AEACV |  | 3.17 91 | 1.11 110 | 5.39 122 | 4.55 179 | 5.35 433 | 4.29 76 | 1.60 137 | 6.21 42 | 5.43 108 | 3.08 78 | 7.85 141 | 4.23 108 | 6.55 245 | 5.51 43 | 1.56 75 | 0.00 1 | 0.09 258 | 0.03 219 | 0.32 430 | 0.20 166 | 0.12 145 |
|
Selective-IGEV |  | 3.06 86 | 1.11 110 | 4.98 100 | 3.56 104 | 1.66 210 | 4.73 101 | 2.14 205 | 10.73 146 | 4.56 76 | 2.93 72 | 4.60 77 | 5.54 146 | 1.77 63 | 10.82 210 | 1.69 87 | 0.00 1 | 0.01 29 | 0.00 1 | 0.14 331 | 0.06 57 | 0.13 159 |
|
KYRaft |  | 9.04 339 | 1.11 110 | 7.02 203 | 6.50 339 | 0.97 132 | 8.27 269 | 8.19 424 | 22.86 352 | 8.20 175 | 21.30 433 | 31.38 437 | 22.64 414 | 8.20 283 | 11.99 272 | 2.96 184 | 0.02 169 | 0.02 79 | 0.05 249 | 0.68 484 | 0.40 297 | 18.09 584 |
|
IGEV-RUCA |  | 3.00 82 | 1.12 113 | 4.51 82 | 4.78 196 | 2.30 263 | 6.18 211 | 1.80 173 | 7.24 70 | 4.79 82 | 2.63 63 | 4.91 89 | 4.06 103 | 2.44 91 | 9.70 167 | 1.50 69 | 0.14 288 | 0.26 413 | 0.21 391 | 0.29 414 | 0.74 403 | 0.35 308 |
|
FTStereo |  | 8.67 330 | 1.13 114 | 6.04 159 | 6.04 310 | 2.39 270 | 7.86 260 | 12.05 491 | 17.72 273 | 8.33 179 | 20.16 410 | 41.41 524 | 16.10 332 | 12.64 378 | 10.80 208 | 4.37 259 | 0.18 306 | 0.01 29 | 0.09 301 | 0.16 342 | 0.15 137 | 5.71 530 |
|
H2IRNET |  | 5.89 218 | 1.14 115 | 6.65 181 | 4.13 143 | 2.24 259 | 4.15 65 | 0.73 66 | 12.10 160 | 13.21 241 | 7.09 165 | 20.45 292 | 15.74 322 | 10.74 329 | 10.36 186 | 7.84 349 | 0.06 251 | 0.00 1 | 0.07 279 | 0.53 473 | 0.37 284 | 0.16 192 |
|
CES |  | 3.85 130 | 1.14 115 | 2.91 7 | 3.05 67 | 11.37 548 | 5.37 151 | 1.02 89 | 9.52 114 | 8.82 187 | 3.50 91 | 9.21 156 | 1.78 62 | 0.90 28 | 6.53 67 | 2.37 146 | 0.02 169 | 0.04 128 | 0.01 180 | 0.00 1 | 1.62 452 | 7.74 556 |
|
GREAT-IGEV |   | 2.18 43 | 1.15 117 | 4.04 60 | 2.89 57 | 0.69 83 | 2.95 28 | 0.20 27 | 5.82 27 | 5.88 119 | 0.92 5 | 5.07 94 | 1.08 44 | 1.46 48 | 9.60 164 | 0.86 25 | 0.00 1 | 0.13 317 | 0.00 1 | 0.24 391 | 0.14 129 | 0.46 341 |
Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
WCG-NET(raft) |  | 4.57 154 | 1.16 118 | 6.01 157 | 2.95 59 | 0.19 4 | 5.09 140 | 2.01 198 | 10.28 131 | 15.34 269 | 8.64 181 | 11.43 192 | 9.63 221 | 5.06 194 | 10.96 216 | 2.19 135 | 0.00 1 | 0.13 317 | 0.00 1 | 0.01 149 | 0.14 129 | 0.12 145 |
|
Any-RAFT |  | 6.04 230 | 1.16 118 | 4.52 83 | 4.47 175 | 1.20 161 | 10.46 293 | 1.97 196 | 21.84 337 | 15.52 273 | 11.21 209 | 19.37 273 | 13.34 285 | 4.72 180 | 8.65 130 | 2.03 117 | 0.01 104 | 0.19 363 | 0.00 1 | 0.00 1 | 0.04 41 | 0.08 108 |
|
xxxx |  | 11.74 424 | 1.16 118 | 7.88 241 | 5.61 269 | 1.99 246 | 20.46 468 | 3.12 265 | 33.99 492 | 23.76 377 | 15.53 301 | 30.67 421 | 26.88 459 | 14.50 420 | 12.98 330 | 35.48 558 | 0.19 310 | 0.18 356 | 0.01 180 | 0.02 184 | 0.22 173 | 0.27 274 |
|
NLSM1 |  | 4.91 164 | 1.17 121 | 5.72 144 | 4.31 167 | 5.71 453 | 13.78 363 | 1.41 113 | 14.12 210 | 9.85 201 | 5.22 141 | 10.88 185 | 4.43 113 | 4.74 182 | 10.99 217 | 5.64 301 | 0.00 1 | 0.00 1 | 0.01 180 | 0.00 1 | 0.09 93 | 0.04 55 |
|
MM-Stereo_test1 |  | 5.04 166 | 1.17 121 | 6.08 160 | 5.38 258 | 0.80 113 | 4.99 128 | 7.07 406 | 13.43 193 | 12.00 223 | 12.94 243 | 10.20 171 | 5.92 152 | 6.69 248 | 11.26 238 | 2.19 135 | 0.01 104 | 0.11 292 | 0.00 1 | 0.00 1 | 0.42 303 | 0.07 92 |
|
GrayStereo |  | 8.86 337 | 1.17 121 | 6.94 199 | 8.09 415 | 2.82 297 | 10.58 298 | 11.40 483 | 17.93 281 | 15.74 277 | 22.43 444 | 30.95 429 | 17.80 361 | 12.44 372 | 11.19 234 | 4.57 265 | 0.02 169 | 0.02 79 | 0.18 375 | 0.79 491 | 0.31 248 | 1.90 472 |
|
WQFJA1 |  | 4.56 153 | 1.18 124 | 5.44 124 | 3.48 96 | 5.88 463 | 13.44 359 | 1.59 134 | 11.97 157 | 8.85 190 | 4.92 135 | 5.44 104 | 6.20 158 | 5.05 192 | 10.03 178 | 7.60 341 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.09 93 | 0.10 123 |
|
NLMM |  | 4.55 152 | 1.18 124 | 5.44 124 | 3.48 96 | 5.88 463 | 13.44 359 | 1.59 134 | 11.98 158 | 8.84 189 | 4.92 135 | 5.44 104 | 6.20 158 | 5.05 192 | 9.85 171 | 7.60 341 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.09 93 | 0.10 123 |
|
AIO-Stereo |   | 2.91 78 | 1.19 126 | 5.14 110 | 4.15 144 | 0.79 110 | 4.67 97 | 1.76 167 | 9.59 115 | 5.19 100 | 2.66 64 | 4.76 84 | 5.40 143 | 0.78 21 | 10.30 184 | 1.23 58 | 0.00 1 | 0.06 194 | 0.00 1 | 0.36 442 | 0.09 93 | 0.15 184 |
|
MM-Stereo_test2 |  | 4.03 142 | 1.20 127 | 7.42 221 | 5.18 238 | 0.76 106 | 7.24 246 | 2.26 216 | 14.57 215 | 8.19 174 | 6.89 157 | 5.13 95 | 4.85 128 | 3.80 132 | 10.49 191 | 1.96 106 | 0.00 1 | 0.12 303 | 0.00 1 | 0.09 296 | 0.33 265 | 0.08 108 |
|
fffy |  | 3.28 104 | 1.20 127 | 5.94 153 | 3.67 114 | 0.85 118 | 4.84 116 | 1.75 163 | 10.18 128 | 6.44 131 | 2.60 61 | 6.15 117 | 6.33 163 | 3.16 109 | 10.08 179 | 1.62 82 | 0.00 1 | 0.12 303 | 0.00 1 | 0.00 1 | 0.30 236 | 0.33 299 |
|
3.5w_stereo |  | 2.46 62 | 1.21 129 | 4.40 79 | 2.23 12 | 1.53 200 | 6.00 201 | 1.12 95 | 6.82 61 | 2.60 31 | 3.48 89 | 4.35 69 | 0.33 18 | 2.08 73 | 9.99 177 | 3.03 192 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 81 |
|
WQFJX |  | 4.69 159 | 1.22 130 | 5.36 121 | 3.29 81 | 5.73 454 | 14.19 374 | 1.93 190 | 11.24 150 | 8.68 184 | 5.78 146 | 5.47 107 | 5.72 147 | 5.99 225 | 12.05 278 | 6.87 321 | 0.02 169 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 116 | 0.15 184 |
|
MM-Stereo_test3 |  | 5.71 210 | 1.22 130 | 5.59 139 | 5.84 289 | 5.43 437 | 4.74 106 | 6.54 388 | 19.30 304 | 23.72 374 | 8.53 179 | 11.36 191 | 7.15 182 | 2.84 103 | 8.62 126 | 2.51 156 | 0.05 232 | 0.07 221 | 0.00 1 | 0.00 1 | 0.45 310 | 0.17 200 |
|
PSM-AAD |  | 8.62 329 | 1.22 130 | 5.69 142 | 6.31 330 | 1.12 148 | 12.74 346 | 10.01 457 | 19.29 303 | 15.25 267 | 21.54 435 | 25.11 351 | 14.24 298 | 13.47 391 | 12.15 288 | 3.93 242 | 0.01 104 | 0.06 194 | 2.48 524 | 0.16 342 | 0.38 289 | 7.28 552 |
|
Gwc-CoAtRS |  | 5.54 198 | 1.22 130 | 8.40 268 | 4.28 162 | 1.36 186 | 6.93 241 | 1.31 108 | 15.48 234 | 15.03 262 | 12.62 235 | 13.32 211 | 12.74 269 | 5.71 214 | 8.61 125 | 2.98 187 | 0.01 104 | 0.22 384 | 0.00 1 | 0.29 414 | 0.28 221 | 0.07 92 |
|
MIF-Stereo (partial) |  | 4.33 146 | 1.23 134 | 7.27 213 | 5.04 213 | 5.31 431 | 3.47 45 | 0.95 84 | 9.06 108 | 7.41 161 | 4.15 113 | 15.76 232 | 5.38 142 | 5.22 198 | 11.56 251 | 4.21 253 | 0.04 213 | 0.02 79 | 0.05 249 | 0.03 205 | 0.34 271 | 0.12 145 |
|
LCNet |  | 7.52 291 | 1.23 134 | 5.35 120 | 6.42 335 | 1.29 169 | 9.27 282 | 5.64 349 | 17.85 278 | 10.63 209 | 16.54 328 | 24.54 346 | 14.85 309 | 11.29 344 | 11.74 265 | 3.88 238 | 0.02 169 | 0.02 79 | 0.22 395 | 2.04 528 | 0.90 418 | 6.76 542 |
|
DRaft |  | 9.27 349 | 1.23 134 | 9.08 311 | 3.62 112 | 0.78 109 | 13.27 356 | 5.89 354 | 16.97 262 | 29.57 426 | 21.15 431 | 38.46 507 | 10.09 225 | 13.98 405 | 11.58 253 | 7.91 352 | 0.43 401 | 0.30 424 | 0.06 267 | 0.26 401 | 0.26 210 | 0.45 339 |
|
cross-raft |  | 5.37 186 | 1.23 134 | 6.66 182 | 5.91 297 | 1.25 167 | 6.00 201 | 1.48 117 | 15.82 245 | 7.70 165 | 12.95 244 | 20.80 300 | 11.63 247 | 4.42 155 | 8.59 124 | 2.23 139 | 0.01 104 | 0.21 374 | 0.00 1 | 0.22 372 | 0.21 170 | 0.10 123 |
|
HSM-Net_RVC |   | 10.88 409 | 1.23 134 | 5.46 127 | 5.57 267 | 2.63 286 | 20.12 466 | 6.06 368 | 27.67 407 | 28.35 422 | 20.63 418 | 25.51 356 | 34.01 513 | 14.38 415 | 16.18 408 | 9.29 380 | 0.11 277 | 0.07 221 | 0.01 180 | 0.00 1 | 0.13 124 | 0.14 167 |
Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
test_xeample |   | 11.49 417 | 1.24 139 | 7.50 223 | 5.22 246 | 2.18 256 | 17.40 441 | 6.49 386 | 31.14 454 | 22.77 362 | 17.90 360 | 33.09 465 | 18.48 374 | 14.61 422 | 13.51 347 | 37.38 567 | 0.16 299 | 0.13 317 | 0.01 180 | 0.03 205 | 0.23 188 | 0.24 258 |
|
monsters |  | 2.21 46 | 1.25 140 | 4.09 66 | 3.59 109 | 4.35 381 | 2.20 13 | 0.18 26 | 8.31 93 | 2.84 43 | 4.11 110 | 2.86 43 | 0.20 2 | 0.76 20 | 8.41 118 | 0.95 32 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.02 7 | 0.01 3 |
|
RAFT-RH_RVC |  | 7.73 300 | 1.25 140 | 6.99 202 | 4.83 198 | 0.90 125 | 11.76 323 | 1.53 129 | 13.00 183 | 14.43 258 | 17.51 352 | 46.41 553 | 11.02 238 | 6.30 237 | 12.68 312 | 4.93 280 | 0.51 420 | 0.04 128 | 0.12 337 | 0.13 325 | 0.09 93 | 0.09 113 |
|
test_sample1 |  | 7.66 297 | 1.26 142 | 8.87 290 | 5.04 213 | 2.61 283 | 14.61 386 | 4.58 319 | 20.08 313 | 9.81 200 | 13.83 262 | 21.62 314 | 18.21 372 | 12.26 367 | 11.71 262 | 8.01 354 | 0.11 277 | 0.11 292 | 0.02 201 | 0.02 184 | 0.20 166 | 0.17 200 |
|
test_sample2 |  | 7.86 304 | 1.27 143 | 7.98 247 | 5.00 212 | 2.29 262 | 13.33 357 | 6.88 401 | 20.42 322 | 15.24 266 | 13.95 264 | 21.58 312 | 18.96 376 | 12.12 366 | 12.07 283 | 5.36 296 | 0.12 282 | 0.10 274 | 0.07 279 | 0.03 205 | 0.28 221 | 0.19 223 |
|
IGEV++ |  | 2.98 81 | 1.27 143 | 5.17 113 | 5.41 262 | 0.47 44 | 4.63 95 | 1.71 158 | 9.97 125 | 4.75 81 | 2.58 60 | 6.27 119 | 4.35 112 | 4.44 158 | 4.98 38 | 3.05 195 | 0.00 1 | 0.07 221 | 0.00 1 | 0.08 283 | 0.24 194 | 0.18 210 |
|
S2M2_L |  | 2.06 36 | 1.28 145 | 4.05 63 | 3.20 75 | 1.14 156 | 2.31 14 | 0.06 7 | 6.26 43 | 6.67 137 | 1.75 30 | 4.48 73 | 4.47 115 | 0.81 24 | 2.36 4 | 1.52 71 | 0.25 349 | 0.10 274 | 0.03 219 | 0.00 1 | 0.49 332 | 0.03 36 |
Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
castereo++ |  | 3.52 114 | 1.28 145 | 3.96 53 | 3.76 125 | 2.61 283 | 16.87 436 | 1.95 195 | 7.57 73 | 8.51 182 | 2.26 53 | 4.54 74 | 5.10 131 | 2.04 72 | 8.75 134 | 0.74 15 | 0.00 1 | 0.15 339 | 0.00 1 | 0.35 438 | 0.05 52 | 0.02 13 |
|
UGAM |  | 10.01 381 | 1.28 145 | 9.19 318 | 6.53 342 | 4.31 375 | 6.72 235 | 10.45 469 | 15.31 229 | 25.98 400 | 20.56 416 | 27.42 379 | 22.70 415 | 11.49 350 | 26.30 512 | 10.64 402 | 0.00 1 | 0.00 1 | 0.46 439 | 0.03 205 | 0.39 292 | 0.43 331 |
|
Prome-Stereo |  | 8.10 312 | 1.28 145 | 5.48 128 | 6.50 339 | 1.51 198 | 6.70 233 | 9.42 444 | 21.08 327 | 9.13 193 | 20.88 421 | 32.84 461 | 11.95 257 | 11.86 360 | 11.75 266 | 3.97 245 | 0.01 104 | 0.02 79 | 0.18 375 | 0.12 320 | 0.41 300 | 7.01 547 |
|
NLMM1 |  | 5.21 175 | 1.29 149 | 6.55 178 | 3.79 126 | 5.49 440 | 12.43 340 | 3.31 274 | 12.18 162 | 15.22 265 | 7.19 167 | 8.46 143 | 5.22 136 | 4.60 171 | 12.03 274 | 6.29 314 | 0.00 1 | 0.02 79 | 0.00 1 | 0.00 1 | 0.10 109 | 0.07 92 |
|
MGS-Stereo |  | 3.26 101 | 1.29 149 | 6.73 184 | 3.30 82 | 0.47 44 | 4.89 119 | 1.55 131 | 6.15 40 | 8.88 191 | 4.31 114 | 10.15 170 | 5.48 145 | 1.27 39 | 8.09 111 | 1.97 108 | 0.04 213 | 0.01 29 | 0.02 201 | 0.00 1 | 0.57 362 | 0.04 55 |
|
riskmin |  | 6.42 241 | 1.29 149 | 6.76 190 | 3.95 134 | 2.25 260 | 10.49 294 | 2.53 236 | 15.11 224 | 17.60 300 | 9.77 192 | 12.91 209 | 15.25 317 | 12.04 365 | 11.58 253 | 5.11 284 | 0.14 288 | 0.24 402 | 0.13 349 | 0.03 205 | 0.61 371 | 0.69 385 |
|
CrosDoStereo |  | 9.24 345 | 1.29 149 | 8.16 259 | 4.56 181 | 1.04 137 | 7.52 254 | 15.00 518 | 15.85 246 | 24.31 381 | 24.27 461 | 33.44 470 | 13.37 286 | 13.82 399 | 12.23 291 | 8.86 373 | 0.01 104 | 0.11 292 | 0.09 301 | 0.04 226 | 0.36 277 | 0.53 355 |
|
DeepStereo_LL |  | 9.24 345 | 1.29 149 | 8.16 259 | 4.56 181 | 1.04 137 | 7.52 254 | 15.00 518 | 15.85 246 | 24.31 381 | 24.27 461 | 33.44 470 | 13.37 286 | 13.82 399 | 12.23 291 | 8.86 373 | 0.01 104 | 0.11 292 | 0.09 301 | 0.04 226 | 0.36 277 | 0.53 355 |
|
RAFT-345 |  | 6.79 261 | 1.29 149 | 6.80 193 | 5.06 216 | 0.91 126 | 5.61 167 | 3.32 275 | 13.36 192 | 10.17 204 | 13.73 260 | 43.66 540 | 9.12 214 | 5.38 202 | 12.29 294 | 4.44 261 | 0.32 367 | 0.05 159 | 0.09 301 | 0.06 269 | 0.06 57 | 0.03 36 |
|
222 |  | 12.33 435 | 1.29 149 | 8.09 255 | 6.06 311 | 2.14 253 | 19.51 461 | 2.53 236 | 33.63 488 | 23.55 368 | 21.72 437 | 30.51 420 | 20.11 390 | 16.77 454 | 13.22 338 | 46.51 589 | 0.15 297 | 0.14 333 | 0.01 180 | 0.03 205 | 0.26 210 | 0.26 268 |
|
SCV_C0 |  | 3.23 100 | 1.31 156 | 6.44 175 | 3.20 75 | 0.82 115 | 4.84 116 | 1.61 138 | 10.34 134 | 6.85 142 | 2.74 68 | 4.91 89 | 6.26 160 | 1.81 64 | 11.06 222 | 1.50 69 | 0.11 277 | 0.06 194 | 0.00 1 | 0.23 381 | 0.33 265 | 0.11 138 |
|
DisPM |  | 6.43 242 | 1.31 156 | 8.36 264 | 6.61 351 | 1.06 141 | 5.83 189 | 3.82 296 | 13.04 185 | 11.63 217 | 16.38 323 | 23.88 341 | 12.80 270 | 6.50 244 | 13.03 335 | 3.04 193 | 0.51 420 | 0.01 29 | 0.08 289 | 0.15 339 | 0.10 109 | 0.42 328 |
|
IPLGR |  | 7.14 279 | 1.31 156 | 13.14 411 | 4.24 154 | 1.15 157 | 9.78 284 | 0.98 87 | 23.98 361 | 21.70 349 | 16.22 319 | 18.43 261 | 8.45 203 | 7.66 268 | 9.26 156 | 5.45 298 | 0.21 323 | 0.05 159 | 0.04 239 | 0.06 269 | 0.32 258 | 0.38 315 |
|
HUF |  | 2.75 70 | 1.32 159 | 5.28 117 | 2.83 54 | 0.55 58 | 5.23 144 | 2.19 206 | 8.97 105 | 4.23 70 | 1.97 40 | 4.39 71 | 5.03 129 | 2.64 97 | 6.86 78 | 1.44 66 | 0.73 454 | 0.63 490 | 0.09 301 | 0.00 1 | 0.17 155 | 0.44 335 |
|
RAFT-Test |  | 5.75 214 | 1.32 159 | 6.77 191 | 4.07 136 | 1.71 215 | 9.95 286 | 1.56 133 | 15.78 244 | 8.34 181 | 12.73 238 | 23.83 339 | 11.80 250 | 4.69 174 | 8.99 146 | 2.57 159 | 0.01 104 | 0.29 422 | 0.00 1 | 0.38 448 | 0.16 145 | 0.07 92 |
|
GANet-RSSM |  | 9.48 358 | 1.32 159 | 6.45 176 | 6.72 358 | 5.51 441 | 12.78 348 | 6.03 366 | 26.55 392 | 18.96 318 | 14.92 280 | 27.95 383 | 25.41 448 | 14.69 424 | 13.52 348 | 7.60 341 | 0.10 273 | 0.10 274 | 0.16 368 | 0.01 149 | 0.51 342 | 0.39 318 |
|
ours_stereo |  | 2.91 78 | 1.34 162 | 5.14 110 | 3.67 114 | 1.49 196 | 3.87 59 | 2.80 253 | 8.10 87 | 6.28 128 | 2.15 49 | 5.66 114 | 3.98 102 | 1.84 65 | 9.38 158 | 1.77 94 | 0.00 1 | 0.02 79 | 0.00 1 | 0.00 1 | 0.32 258 | 0.34 303 |
|
1111x |  | 11.32 412 | 1.34 162 | 8.95 296 | 5.20 242 | 1.96 243 | 14.46 384 | 7.75 422 | 35.65 512 | 28.23 421 | 15.66 305 | 26.66 372 | 26.65 454 | 14.76 426 | 15.88 398 | 22.27 498 | 0.24 343 | 0.13 317 | 0.04 239 | 0.06 269 | 0.30 236 | 0.24 258 |
|
R-Stereo Train |  | 7.04 275 | 1.34 162 | 7.89 242 | 6.23 324 | 2.30 263 | 7.51 252 | 5.54 346 | 23.96 359 | 6.94 143 | 16.26 320 | 33.57 473 | 12.04 260 | 5.61 207 | 7.67 96 | 3.74 228 | 0.01 104 | 0.05 159 | 0.01 180 | 0.00 1 | 0.10 109 | 0.12 145 |
|
RAFT-Stereo |   | 7.04 275 | 1.34 162 | 7.89 242 | 6.23 324 | 2.30 263 | 7.51 252 | 5.54 346 | 23.96 359 | 6.94 143 | 16.26 320 | 33.57 473 | 12.04 260 | 5.61 207 | 7.67 96 | 3.74 228 | 0.01 104 | 0.05 159 | 0.01 180 | 0.00 1 | 0.10 109 | 0.12 145 |
Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
x |  | 6.80 262 | 1.36 166 | 6.94 199 | 4.58 183 | 1.88 236 | 10.78 303 | 4.55 317 | 19.79 310 | 10.62 208 | 12.69 236 | 19.54 280 | 14.87 310 | 10.11 321 | 9.52 161 | 8.03 356 | 0.07 262 | 0.15 339 | 0.04 239 | 0.04 226 | 0.24 194 | 0.22 243 |
|
DEmStereo |  | 8.85 335 | 1.36 166 | 9.99 355 | 4.24 154 | 1.05 140 | 11.49 319 | 5.91 355 | 13.76 204 | 26.68 408 | 22.03 439 | 32.92 463 | 11.86 253 | 15.27 436 | 11.48 245 | 8.08 357 | 0.16 299 | 0.15 339 | 0.02 201 | 0.09 296 | 0.09 93 | 0.44 335 |
|
SMFormer |  | 10.46 395 | 1.37 168 | 13.37 415 | 4.41 170 | 1.30 170 | 14.40 381 | 3.29 269 | 30.25 440 | 29.81 430 | 19.55 394 | 29.37 398 | 18.06 367 | 14.40 416 | 15.42 384 | 12.70 419 | 0.38 382 | 0.21 374 | 0.28 414 | 0.03 205 | 0.33 265 | 0.31 295 |
|
tta |  | 10.45 393 | 1.37 168 | 13.37 415 | 4.41 170 | 1.30 170 | 14.39 378 | 3.29 269 | 30.25 440 | 29.81 430 | 19.55 394 | 29.37 398 | 18.06 367 | 14.40 416 | 15.42 384 | 12.69 418 | 0.38 382 | 0.21 374 | 0.28 414 | 0.03 205 | 0.29 229 | 0.18 210 |
|
qqq1 |  | 9.96 379 | 1.37 168 | 13.37 415 | 4.41 170 | 1.30 170 | 14.40 381 | 3.29 269 | 30.25 440 | 29.81 430 | 19.55 394 | 29.37 398 | 18.06 367 | 14.40 416 | 15.42 384 | 3.18 204 | 0.38 382 | 0.21 374 | 0.00 1 | 0.01 149 | 0.29 229 | 0.18 210 |
|
fff1 |  | 9.96 379 | 1.37 168 | 13.37 415 | 4.41 170 | 1.30 170 | 14.40 381 | 3.29 269 | 30.25 440 | 29.81 430 | 19.55 394 | 29.37 398 | 18.06 367 | 14.40 416 | 15.42 384 | 3.18 204 | 0.38 382 | 0.21 374 | 0.00 1 | 0.01 149 | 0.29 229 | 0.18 210 |
|
DilatedVolume-Stereo |   | 4.23 145 | 1.38 172 | 5.58 138 | 3.85 130 | 1.58 202 | 10.80 304 | 1.02 89 | 11.59 151 | 5.65 114 | 11.75 211 | 9.98 163 | 4.54 121 | 3.29 115 | 9.83 170 | 3.01 188 | 0.05 232 | 0.18 356 | 0.08 289 | 0.23 381 | 0.08 87 | 0.06 81 |
|
mms |  | 2.86 75 | 1.38 172 | 5.26 115 | 3.68 116 | 1.84 227 | 4.23 73 | 4.01 300 | 8.01 83 | 4.29 71 | 2.43 57 | 5.53 112 | 3.05 86 | 1.35 43 | 9.22 153 | 2.06 120 | 0.00 1 | 0.06 194 | 0.00 1 | 0.00 1 | 0.36 277 | 0.44 335 |
|
NLCSM |  | 4.99 165 | 1.39 174 | 5.75 145 | 5.86 290 | 5.86 462 | 11.21 317 | 3.80 294 | 10.71 144 | 8.54 183 | 8.36 175 | 5.25 96 | 4.57 122 | 6.65 247 | 13.57 349 | 7.59 340 | 0.29 361 | 0.01 29 | 0.00 1 | 0.01 149 | 0.24 194 | 0.13 159 |
|
VIP-Stereo |  | 3.13 89 | 1.39 174 | 4.85 95 | 3.02 65 | 4.34 379 | 15.03 392 | 1.76 167 | 5.70 19 | 3.66 62 | 1.87 37 | 5.38 98 | 2.42 78 | 1.84 65 | 9.45 160 | 1.65 86 | 0.00 1 | 0.08 244 | 0.00 1 | 0.00 1 | 0.06 57 | 0.13 159 |
|
SCV |  | 3.20 96 | 1.40 176 | 5.96 154 | 4.71 190 | 0.71 90 | 4.21 72 | 1.70 146 | 10.94 147 | 6.06 123 | 1.85 36 | 4.80 87 | 6.16 156 | 2.74 100 | 9.82 169 | 1.74 91 | 0.05 232 | 0.09 258 | 0.00 1 | 0.24 391 | 0.50 338 | 0.30 287 |
|
qqq |  | 6.96 272 | 1.40 176 | 8.15 258 | 4.50 176 | 1.03 134 | 8.55 271 | 6.93 404 | 20.20 314 | 11.88 220 | 12.00 215 | 18.19 260 | 16.02 328 | 11.15 340 | 11.09 223 | 7.45 333 | 0.06 251 | 0.13 317 | 0.02 201 | 0.05 250 | 0.25 199 | 0.20 228 |
|
PFNet+ |  | 6.68 251 | 1.40 176 | 9.60 332 | 5.64 270 | 0.85 118 | 5.79 188 | 1.74 160 | 13.63 197 | 15.30 268 | 17.88 359 | 21.38 311 | 14.52 304 | 6.07 226 | 12.74 318 | 4.89 279 | 0.63 442 | 0.20 367 | 0.11 333 | 0.30 421 | 0.05 52 | 0.91 417 |
|
SFCPSM |  | 8.85 335 | 1.40 176 | 11.34 384 | 5.23 248 | 3.47 329 | 16.55 433 | 7.18 412 | 30.71 449 | 25.24 391 | 16.45 324 | 19.45 275 | 11.10 241 | 9.61 312 | 11.88 270 | 5.52 299 | 0.22 329 | 0.17 350 | 0.36 430 | 0.22 372 | 0.29 229 | 0.58 365 |
|
AIO-test1 |  | 6.38 238 | 1.41 180 | 5.70 143 | 9.77 460 | 5.61 444 | 9.09 277 | 1.79 171 | 21.63 335 | 20.69 332 | 6.75 154 | 17.68 248 | 8.19 199 | 4.99 190 | 10.38 187 | 3.16 203 | 0.01 104 | 0.01 29 | 0.00 1 | 0.13 325 | 0.28 221 | 0.26 268 |
|
FlowAnything_test |  | 3.13 89 | 1.42 181 | 6.59 179 | 8.69 429 | 1.35 184 | 8.70 272 | 2.51 235 | 7.60 75 | 3.03 50 | 4.10 109 | 2.67 40 | 3.52 95 | 0.75 19 | 5.86 55 | 4.48 263 | 0.06 251 | 0.03 112 | 0.15 361 | 0.66 482 | 0.16 145 | 0.18 210 |
|
EKT-Stereo |  | 5.73 211 | 1.42 181 | 7.85 239 | 7.16 381 | 5.35 433 | 5.22 143 | 4.41 314 | 18.13 285 | 14.05 251 | 8.77 183 | 12.85 208 | 9.55 220 | 4.26 150 | 11.19 234 | 2.45 153 | 0.45 405 | 0.23 391 | 0.07 279 | 0.10 307 | 0.16 145 | 0.87 412 |
|
ASMatch |  | 7.40 288 | 1.42 181 | 8.49 276 | 5.09 220 | 2.00 247 | 4.74 106 | 2.62 243 | 16.54 257 | 13.17 240 | 17.08 340 | 34.75 481 | 13.13 281 | 10.33 326 | 12.04 277 | 4.82 276 | 0.05 232 | 0.24 402 | 0.21 391 | 0.17 347 | 0.16 145 | 0.97 421 |
|
raftrobust |  | 5.56 203 | 1.42 181 | 6.00 156 | 7.04 373 | 5.11 416 | 4.90 121 | 1.88 182 | 17.13 265 | 13.72 249 | 11.87 212 | 11.58 194 | 7.82 191 | 9.21 301 | 10.28 183 | 2.92 182 | 0.02 169 | 0.05 159 | 0.00 1 | 0.00 1 | 0.22 173 | 0.11 138 |
|
ffm |  | 8.12 313 | 1.43 185 | 9.67 338 | 5.70 276 | 3.44 324 | 11.96 329 | 6.35 375 | 18.45 288 | 16.31 283 | 15.83 309 | 31.44 440 | 17.22 350 | 10.87 333 | 10.82 210 | 1.61 80 | 0.00 1 | 0.05 159 | 0.80 471 | 0.08 283 | 0.26 210 | 0.14 167 |
|
ff1 |  | 9.41 356 | 1.43 185 | 9.67 338 | 5.70 276 | 3.44 324 | 11.96 329 | 6.35 375 | 18.45 288 | 16.31 283 | 15.83 309 | 31.44 440 | 17.22 350 | 10.87 333 | 16.19 409 | 21.98 493 | 0.00 1 | 0.05 159 | 0.80 471 | 0.08 283 | 0.26 210 | 0.14 167 |
|
mmx |  | 10.71 401 | 1.43 185 | 9.67 338 | 5.70 276 | 3.44 324 | 11.96 329 | 6.35 375 | 32.18 468 | 28.03 418 | 15.83 309 | 31.44 440 | 17.22 350 | 10.87 333 | 16.19 409 | 21.98 493 | 0.22 329 | 0.06 194 | 0.80 471 | 0.08 283 | 0.48 323 | 0.21 236 |
|
xxx |   | 10.71 401 | 1.43 185 | 9.67 338 | 5.70 276 | 3.44 324 | 11.96 329 | 6.35 375 | 32.18 468 | 28.03 418 | 15.83 309 | 31.44 440 | 17.22 350 | 10.87 333 | 16.19 409 | 21.98 493 | 0.22 329 | 0.06 194 | 0.80 471 | 0.08 283 | 0.48 323 | 0.21 236 |
|
IPLG |  | 7.20 283 | 1.43 185 | 12.55 403 | 5.17 233 | 4.32 378 | 11.11 315 | 1.48 117 | 21.79 336 | 15.10 264 | 19.16 390 | 20.23 285 | 5.26 139 | 5.61 207 | 11.68 261 | 8.14 358 | 0.05 232 | 0.06 194 | 0.03 219 | 0.07 279 | 0.33 265 | 0.50 351 |
|
HCRNet |  | 8.80 334 | 1.43 185 | 7.74 236 | 14.41 533 | 5.25 423 | 10.85 306 | 2.56 240 | 26.07 387 | 18.04 308 | 15.48 299 | 25.03 349 | 18.63 375 | 9.93 318 | 13.01 332 | 6.76 319 | 0.04 213 | 0.04 128 | 0.10 320 | 0.01 149 | 0.18 158 | 0.38 315 |
|
LG-Stereo |  | 2.43 60 | 1.44 191 | 7.64 230 | 3.73 121 | 0.82 115 | 3.64 55 | 1.24 103 | 6.41 52 | 5.30 105 | 1.97 40 | 7.31 132 | 0.84 42 | 0.74 18 | 4.85 35 | 2.21 137 | 0.05 232 | 0.04 128 | 0.01 180 | 0.03 205 | 0.33 265 | 0.10 123 |
|
PFNet |  | 7.91 305 | 1.44 191 | 11.60 389 | 7.03 371 | 2.42 271 | 7.60 258 | 6.03 366 | 23.36 356 | 17.24 293 | 20.29 412 | 17.67 247 | 15.44 320 | 7.71 270 | 13.02 334 | 5.71 302 | 0.24 343 | 0.20 367 | 0.12 337 | 0.19 362 | 0.31 248 | 0.61 370 |
|
castereo |  | 3.96 136 | 1.45 193 | 4.33 75 | 3.73 121 | 1.04 137 | 6.35 219 | 7.23 413 | 9.95 124 | 15.86 281 | 3.01 75 | 7.69 139 | 3.59 96 | 7.43 266 | 5.17 39 | 1.88 99 | 0.03 197 | 0.13 317 | 0.00 1 | 0.26 401 | 0.07 75 | 0.03 36 |
|
RAFT+CT+SA |  | 7.44 290 | 1.46 194 | 6.46 177 | 10.73 488 | 3.34 322 | 4.70 99 | 7.45 417 | 16.45 254 | 25.89 398 | 10.18 196 | 27.15 377 | 7.27 184 | 8.00 280 | 15.11 378 | 3.19 206 | 0.02 169 | 0.00 1 | 0.18 375 | 0.46 463 | 0.30 236 | 0.47 342 |
|
SST-Stereo |  | 6.60 248 | 1.46 194 | 8.37 265 | 6.68 354 | 0.77 107 | 6.01 204 | 1.93 190 | 14.68 218 | 9.24 194 | 19.09 389 | 20.43 291 | 16.86 339 | 8.59 287 | 13.49 345 | 3.80 233 | 0.22 329 | 0.05 159 | 0.13 349 | 0.00 1 | 0.08 87 | 0.05 70 |
|
xyz-stereo-finetune |  | 5.39 187 | 1.47 196 | 5.53 133 | 2.65 43 | 0.30 14 | 11.94 328 | 3.28 267 | 12.96 180 | 21.28 342 | 8.14 170 | 12.32 202 | 6.19 157 | 3.62 130 | 11.80 268 | 5.98 306 | 0.01 104 | 0.02 79 | 0.00 1 | 0.02 184 | 0.16 145 | 0.04 55 |
|
UGAM-zero |  | 6.91 268 | 1.47 196 | 13.65 424 | 4.24 154 | 1.67 211 | 5.51 157 | 0.72 65 | 17.44 268 | 6.74 138 | 14.56 273 | 15.84 233 | 24.16 431 | 14.20 410 | 12.79 319 | 3.96 243 | 0.00 1 | 0.22 384 | 0.02 201 | 0.58 477 | 0.14 129 | 0.27 274 |
|
4D-IteraStereo |  | 5.15 171 | 1.47 196 | 7.98 247 | 4.89 206 | 4.69 393 | 6.25 213 | 1.85 179 | 13.23 186 | 16.30 282 | 14.18 267 | 11.26 189 | 8.33 201 | 1.61 52 | 8.07 108 | 2.42 147 | 0.00 1 | 0.05 159 | 0.08 289 | 0.01 149 | 0.19 162 | 0.15 184 |
|
IRAFT_RVC |  | 8.76 332 | 1.47 196 | 9.55 331 | 7.31 384 | 1.77 223 | 6.49 225 | 10.43 467 | 25.94 385 | 27.33 411 | 17.50 351 | 19.85 282 | 17.93 364 | 10.21 323 | 12.88 322 | 5.44 297 | 0.17 303 | 0.30 424 | 0.19 383 | 0.05 250 | 0.22 173 | 0.12 145 |
|
XX-Stereo |  | 6.14 233 | 1.47 196 | 9.11 312 | 11.87 512 | 6.76 485 | 3.27 38 | 0.93 82 | 15.13 225 | 5.43 108 | 8.79 185 | 28.46 391 | 13.71 294 | 2.22 77 | 11.51 248 | 2.07 121 | 0.20 318 | 0.24 402 | 0.08 289 | 0.29 414 | 1.04 424 | 0.13 159 |
|
MultiAttention |  | 21.34 532 | 1.48 201 | 14.65 443 | 12.08 513 | 4.10 361 | 63.05 598 | 95.71 625 | 42.52 559 | 41.89 519 | 15.33 297 | 30.20 417 | 28.14 463 | 7.73 271 | 44.07 578 | 13.67 429 | 0.84 470 | 0.27 418 | 1.06 488 | 1.58 521 | 4.47 515 | 3.88 513 |
|
tg |  | 5.09 169 | 1.48 201 | 6.73 184 | 4.83 198 | 1.23 166 | 7.57 256 | 0.49 47 | 18.35 286 | 11.87 219 | 9.28 188 | 14.61 218 | 7.15 182 | 4.12 143 | 10.58 192 | 2.74 169 | 0.00 1 | 0.04 128 | 0.00 1 | 0.00 1 | 0.45 310 | 0.36 311 |
|
BUS |  | 9.20 343 | 1.48 201 | 7.93 244 | 6.74 359 | 3.96 348 | 17.62 448 | 2.79 251 | 33.06 482 | 21.58 346 | 17.99 362 | 21.34 308 | 14.49 302 | 9.40 308 | 14.18 361 | 10.57 399 | 0.19 310 | 0.13 317 | 0.14 354 | 0.04 226 | 0.30 236 | 0.09 113 |
|
BSDual-CNN |  | 9.70 366 | 1.48 201 | 7.93 244 | 6.74 359 | 3.96 348 | 16.10 417 | 7.13 409 | 33.06 482 | 21.58 346 | 17.99 362 | 21.34 308 | 22.28 410 | 11.53 352 | 14.18 361 | 7.81 347 | 0.19 310 | 0.13 317 | 0.14 354 | 0.04 226 | 0.30 236 | 0.09 113 |
|
psmg |  | 9.80 372 | 1.48 201 | 7.93 244 | 5.18 238 | 3.96 348 | 15.85 411 | 7.93 423 | 29.11 424 | 21.58 346 | 20.93 422 | 25.06 350 | 22.28 410 | 11.53 352 | 14.18 361 | 7.81 347 | 0.19 310 | 0.13 317 | 0.17 370 | 0.04 226 | 0.36 277 | 0.21 236 |
|
AAGNet |  | 7.94 307 | 1.48 201 | 9.34 323 | 7.13 380 | 0.70 85 | 5.85 193 | 5.16 331 | 15.40 233 | 14.01 250 | 20.13 409 | 24.03 342 | 15.28 318 | 11.52 351 | 12.05 278 | 15.47 447 | 0.63 442 | 0.06 194 | 0.32 424 | 0.01 149 | 0.12 118 | 0.09 113 |
|
G2L-ROB |  | 9.43 357 | 1.49 207 | 8.01 251 | 5.66 273 | 4.08 358 | 11.74 322 | 7.70 421 | 29.33 429 | 18.14 309 | 19.72 400 | 21.64 315 | 22.32 412 | 11.02 338 | 16.47 416 | 10.74 403 | 0.02 169 | 0.01 29 | 0.00 1 | 0.00 1 | 0.19 162 | 0.33 299 |
|
knoymous |  | 6.19 235 | 1.49 207 | 4.49 81 | 3.81 127 | 1.87 235 | 5.84 191 | 5.76 352 | 14.51 213 | 14.18 254 | 13.31 255 | 21.59 313 | 12.64 266 | 6.49 243 | 12.41 300 | 4.03 250 | 0.12 282 | 0.13 317 | 0.12 337 | 0.00 1 | 0.71 393 | 0.35 308 |
|
ac_64 |  | 11.10 411 | 1.49 207 | 9.88 348 | 8.24 421 | 5.45 439 | 19.12 458 | 6.46 384 | 24.10 364 | 14.34 256 | 22.80 449 | 23.87 340 | 33.28 506 | 15.54 440 | 18.87 444 | 17.26 462 | 0.28 359 | 0.12 303 | 0.02 201 | 0.02 184 | 0.26 210 | 0.63 372 |
|
gcap-zeroshot |  | 5.34 183 | 1.50 210 | 10.42 366 | 4.65 187 | 1.22 164 | 9.78 284 | 1.70 146 | 10.29 132 | 6.36 130 | 15.08 286 | 9.84 161 | 17.96 365 | 5.21 197 | 9.43 159 | 1.99 111 | 0.10 273 | 0.36 439 | 0.06 267 | 0.29 414 | 0.05 52 | 0.43 331 |
|
mmm |  | 7.72 299 | 1.50 210 | 8.56 279 | 5.29 250 | 1.89 237 | 14.14 373 | 5.70 351 | 18.42 287 | 11.02 212 | 16.04 314 | 23.78 337 | 17.00 340 | 10.03 320 | 12.03 274 | 7.54 336 | 0.12 282 | 0.07 221 | 0.50 443 | 0.20 367 | 0.31 248 | 0.18 210 |
|
test_5 |  | 8.51 325 | 1.50 210 | 8.19 261 | 11.06 497 | 5.00 408 | 6.91 240 | 5.67 350 | 17.50 269 | 22.09 353 | 16.07 315 | 29.63 408 | 15.28 318 | 10.78 330 | 15.94 403 | 3.65 223 | 0.00 1 | 0.00 1 | 0.26 406 | 0.08 283 | 0.31 248 | 0.35 308 |
|
Sa-1000 |  | 8.38 322 | 1.50 210 | 8.13 256 | 7.56 399 | 0.89 123 | 14.39 378 | 2.47 232 | 24.31 366 | 23.74 375 | 15.18 295 | 28.35 390 | 11.42 245 | 8.85 294 | 16.20 412 | 3.28 210 | 0.17 303 | 0.23 391 | 0.15 361 | 0.23 381 | 0.46 314 | 0.19 223 |
|
BStereo |   | 3.05 85 | 1.51 214 | 15.51 452 | 2.95 59 | 1.03 134 | 5.97 199 | 3.41 277 | 6.02 32 | 5.56 112 | 2.75 69 | 1.76 24 | 2.49 80 | 0.78 21 | 7.72 98 | 3.07 196 | 0.01 104 | 0.03 112 | 0.04 239 | 0.09 296 | 0.09 93 | 0.17 200 |
|
Wave_Phase_stereo |  | 3.68 122 | 1.51 214 | 15.51 452 | 2.95 59 | 1.03 134 | 12.63 344 | 3.41 277 | 11.91 155 | 5.56 112 | 2.75 69 | 1.76 24 | 2.49 80 | 0.78 21 | 7.72 98 | 3.07 196 | 0.01 104 | 0.03 112 | 0.04 239 | 0.09 296 | 0.09 93 | 0.17 200 |
|
Pruner-Stereo |  | 6.59 245 | 1.51 214 | 8.71 286 | 6.34 331 | 0.85 118 | 5.66 175 | 4.15 305 | 13.74 203 | 11.02 212 | 18.11 366 | 22.09 322 | 15.86 324 | 5.80 218 | 11.75 266 | 5.15 286 | 0.60 434 | 0.02 79 | 0.18 375 | 0.10 307 | 0.07 75 | 0.16 192 |
|
iRaftStereo_RVC |  | 4.68 157 | 1.51 214 | 6.89 197 | 4.91 207 | 0.72 99 | 5.26 146 | 0.46 45 | 17.60 270 | 10.47 207 | 9.53 190 | 15.13 225 | 5.75 148 | 3.24 112 | 8.93 143 | 2.22 138 | 0.00 1 | 0.09 258 | 0.00 1 | 0.00 1 | 0.46 314 | 0.41 325 |
|
HART |  | 3.80 129 | 1.52 218 | 5.45 126 | 4.85 202 | 0.51 52 | 4.41 86 | 0.76 68 | 12.59 174 | 5.08 97 | 5.95 149 | 12.76 206 | 6.87 174 | 1.72 61 | 10.71 201 | 1.84 98 | 0.00 1 | 0.13 317 | 0.10 320 | 0.00 1 | 0.45 310 | 0.26 268 |
|
testlalala |  | 3.91 132 | 1.52 218 | 6.96 201 | 3.43 91 | 3.47 329 | 8.07 264 | 1.75 163 | 8.59 97 | 4.60 80 | 12.85 239 | 9.85 162 | 7.14 181 | 1.93 68 | 5.51 43 | 1.93 103 | 0.01 104 | 0.10 274 | 0.00 1 | 0.31 426 | 0.04 41 | 0.04 55 |
|
UPFNet |  | 11.72 422 | 1.52 218 | 10.33 364 | 7.38 388 | 7.14 496 | 20.05 465 | 9.62 448 | 28.90 422 | 25.94 399 | 20.02 405 | 29.73 409 | 20.91 395 | 16.34 448 | 18.61 442 | 16.17 454 | 0.26 353 | 0.17 350 | 0.25 403 | 0.03 205 | 0.55 354 | 0.56 362 |
|
coex_refinement |  | 11.56 418 | 1.53 221 | 7.45 222 | 8.18 418 | 5.09 413 | 17.10 438 | 7.07 406 | 31.05 453 | 32.20 459 | 18.57 380 | 30.81 427 | 25.84 451 | 12.31 369 | 13.41 343 | 19.47 475 | 0.23 338 | 0.04 128 | 0.02 201 | 0.10 307 | 0.44 308 | 0.37 312 |
|
model_zeroshot |  | 5.12 170 | 1.53 221 | 9.70 343 | 5.33 254 | 1.54 201 | 8.71 273 | 2.23 213 | 15.60 239 | 8.29 178 | 13.74 261 | 10.02 168 | 10.57 231 | 2.97 106 | 8.47 120 | 2.61 160 | 0.02 169 | 0.18 356 | 0.14 354 | 0.25 397 | 0.06 57 | 0.34 303 |
|
RAFT_R40 |  | 6.91 268 | 1.53 221 | 8.45 273 | 6.79 362 | 0.77 107 | 5.86 195 | 3.82 296 | 14.85 221 | 14.53 259 | 18.05 365 | 20.03 284 | 17.06 341 | 8.69 289 | 13.40 342 | 3.84 237 | 0.14 288 | 0.02 79 | 0.14 354 | 0.00 1 | 0.09 93 | 0.05 70 |
|
test-1 |  | 5.62 208 | 1.53 221 | 14.78 447 | 7.44 392 | 1.11 146 | 7.99 262 | 1.19 100 | 13.03 184 | 12.04 224 | 9.39 189 | 15.23 227 | 11.15 242 | 5.56 206 | 7.06 81 | 3.57 216 | 0.07 262 | 0.50 472 | 0.00 1 | 0.10 307 | 0.16 145 | 0.47 342 |
|
anonymousdsp2 |  | 5.93 220 | 1.54 225 | 8.34 262 | 4.43 174 | 0.38 28 | 9.24 281 | 4.11 302 | 21.92 342 | 17.36 295 | 12.28 219 | 10.08 169 | 10.05 224 | 4.42 155 | 11.04 220 | 2.54 158 | 0.01 104 | 0.02 79 | 0.30 422 | 0.18 349 | 0.21 170 | 0.18 210 |
|
SA |  | 7.93 306 | 1.54 225 | 9.13 315 | 7.98 413 | 0.64 73 | 5.85 193 | 2.29 218 | 22.27 344 | 24.54 388 | 13.17 250 | 31.07 432 | 8.87 209 | 10.32 325 | 16.49 417 | 3.12 200 | 0.04 213 | 0.12 303 | 0.17 370 | 0.30 421 | 0.45 310 | 0.17 200 |
|
test_xeample3 |  | 3.34 106 | 1.54 225 | 7.67 231 | 3.33 85 | 0.68 79 | 5.74 184 | 1.63 140 | 12.05 159 | 3.88 67 | 6.71 152 | 3.81 60 | 3.17 88 | 3.34 117 | 10.59 194 | 2.07 121 | 0.00 1 | 0.02 79 | 0.00 1 | 0.27 407 | 0.13 124 | 0.16 192 |
|
MIM_Stereo |  | 7.02 274 | 1.55 228 | 10.78 375 | 4.17 145 | 0.58 63 | 5.25 145 | 1.32 110 | 19.03 299 | 12.59 231 | 16.74 335 | 28.83 394 | 13.20 282 | 5.53 205 | 12.89 323 | 7.11 326 | 0.00 1 | 0.23 391 | 0.00 1 | 0.01 149 | 0.38 289 | 0.28 278 |
|
fff |  | 6.83 264 | 1.55 228 | 7.28 214 | 3.56 104 | 0.32 16 | 4.73 101 | 1.70 146 | 15.75 241 | 31.87 450 | 15.11 288 | 20.25 286 | 6.90 175 | 12.80 380 | 8.63 127 | 5.33 293 | 0.01 104 | 0.04 128 | 0.00 1 | 0.00 1 | 0.09 93 | 0.63 372 |
|
IER |  | 9.78 370 | 1.55 228 | 9.97 353 | 4.51 177 | 5.23 421 | 13.78 363 | 5.11 330 | 26.66 394 | 22.79 363 | 19.69 399 | 29.45 405 | 16.42 333 | 18.52 478 | 13.64 353 | 7.57 338 | 0.06 251 | 0.03 112 | 0.18 375 | 0.09 296 | 0.18 158 | 0.23 251 |
|
GMOStereo |  | 5.97 223 | 1.55 228 | 7.18 207 | 5.17 233 | 0.71 90 | 5.54 160 | 2.21 208 | 10.54 138 | 12.86 232 | 18.29 371 | 22.01 317 | 17.06 341 | 6.27 233 | 6.62 71 | 2.43 148 | 0.00 1 | 0.23 391 | 0.12 337 | 0.00 1 | 0.46 314 | 0.10 123 |
|
error version |  | 5.97 223 | 1.55 228 | 7.18 207 | 5.17 233 | 0.71 90 | 5.54 160 | 2.21 208 | 10.54 138 | 12.86 232 | 18.29 371 | 22.01 317 | 17.06 341 | 6.27 233 | 6.62 71 | 2.43 148 | 0.00 1 | 0.23 391 | 0.12 337 | 0.00 1 | 0.46 314 | 0.10 123 |
|
test-v |  | 5.97 223 | 1.55 228 | 7.18 207 | 5.17 233 | 0.71 90 | 5.54 160 | 2.21 208 | 10.54 138 | 12.86 232 | 18.29 371 | 22.01 317 | 17.06 341 | 6.27 233 | 6.62 71 | 2.43 148 | 0.00 1 | 0.23 391 | 0.12 337 | 0.00 1 | 0.46 314 | 0.10 123 |
|
test-2 |  | 5.97 223 | 1.55 228 | 7.18 207 | 5.17 233 | 0.71 90 | 5.54 160 | 2.21 208 | 10.54 138 | 12.86 232 | 18.29 371 | 22.01 317 | 17.06 341 | 6.27 233 | 6.62 71 | 2.43 148 | 0.00 1 | 0.23 391 | 0.12 337 | 0.00 1 | 0.46 314 | 0.10 123 |
|
csc |  | 6.83 264 | 1.55 228 | 7.28 214 | 3.56 104 | 0.32 16 | 4.73 101 | 1.70 146 | 15.75 241 | 31.87 450 | 15.11 288 | 20.25 286 | 6.90 175 | 12.80 380 | 8.63 127 | 5.33 293 | 0.01 104 | 0.04 128 | 0.00 1 | 0.00 1 | 0.09 93 | 0.63 372 |
|
cscssc |  | 6.83 264 | 1.55 228 | 7.28 214 | 3.56 104 | 0.32 16 | 4.73 101 | 1.70 146 | 15.75 241 | 31.87 450 | 15.11 288 | 20.25 286 | 6.90 175 | 12.80 380 | 8.63 127 | 5.33 293 | 0.01 104 | 0.04 128 | 0.00 1 | 0.00 1 | 0.09 93 | 0.63 372 |
|
AE-Stereo |  | 5.15 171 | 1.56 237 | 7.99 249 | 8.70 430 | 2.18 256 | 9.12 279 | 3.02 261 | 11.78 153 | 13.30 245 | 4.34 116 | 12.84 207 | 10.83 234 | 4.53 167 | 8.71 132 | 2.82 176 | 0.04 213 | 0.44 456 | 0.05 249 | 0.33 434 | 0.20 166 | 0.17 200 |
|
MaDis-Stereo |  | 2.73 68 | 1.56 237 | 6.21 170 | 2.96 62 | 2.45 273 | 1.80 6 | 0.28 33 | 7.43 72 | 5.07 94 | 2.57 59 | 3.43 50 | 7.13 180 | 4.71 179 | 5.74 51 | 2.91 181 | 0.00 1 | 0.05 159 | 0.00 1 | 0.00 1 | 0.15 137 | 0.12 145 |
|
MSKI-zero shot |  | 4.76 163 | 1.56 237 | 5.98 155 | 5.14 231 | 1.13 150 | 6.55 229 | 1.55 131 | 12.76 177 | 8.06 170 | 10.44 200 | 11.50 193 | 13.47 291 | 2.38 85 | 12.07 283 | 1.90 100 | 0.01 104 | 0.20 367 | 0.02 201 | 0.29 414 | 0.14 129 | 0.14 167 |
|
hknet |  | 10.13 386 | 1.56 237 | 10.27 363 | 6.74 359 | 3.72 336 | 16.10 417 | 7.13 409 | 33.06 482 | 21.12 339 | 17.99 362 | 21.34 308 | 23.11 418 | 14.95 427 | 16.43 415 | 8.34 363 | 0.14 288 | 0.13 317 | 0.14 354 | 0.04 226 | 0.30 236 | 0.09 113 |
|
Zero-FE251 |  | 2.73 68 | 1.57 241 | 5.05 105 | 4.17 145 | 1.92 241 | 7.26 247 | 0.75 67 | 7.75 80 | 3.01 49 | 4.88 134 | 2.40 31 | 5.44 144 | 4.17 146 | 4.39 29 | 1.31 61 | 0.27 355 | 0.06 194 | 0.04 239 | 0.03 205 | 0.03 31 | 0.12 145 |
|
IGEVStereo-DCA |  | 3.31 105 | 1.57 241 | 6.20 165 | 3.36 86 | 0.60 69 | 4.93 122 | 1.70 146 | 13.26 187 | 5.04 89 | 3.79 98 | 4.58 75 | 4.53 119 | 4.00 139 | 10.13 181 | 2.09 124 | 0.00 1 | 0.06 194 | 0.00 1 | 0.18 349 | 0.12 118 | 0.14 167 |
|
rrr |  | 3.26 101 | 1.57 241 | 7.72 234 | 3.36 86 | 0.60 69 | 4.93 122 | 1.59 134 | 10.72 145 | 5.11 98 | 3.79 98 | 4.58 75 | 4.53 119 | 4.00 139 | 10.13 181 | 2.09 124 | 0.00 1 | 0.06 194 | 0.00 1 | 0.22 372 | 0.12 118 | 0.18 210 |
|
Hybrid-DGEV-03 |  | 6.90 267 | 1.58 244 | 5.75 145 | 6.11 317 | 1.20 161 | 11.62 321 | 2.60 241 | 13.70 200 | 14.15 253 | 16.58 329 | 29.44 404 | 14.00 297 | 5.86 220 | 10.87 213 | 3.69 226 | 0.00 1 | 0.07 221 | 0.13 349 | 0.00 1 | 0.35 275 | 0.28 278 |
|
RE-Stereo |  | 6.73 256 | 1.58 244 | 8.94 294 | 6.59 346 | 0.71 90 | 6.27 215 | 3.51 281 | 20.20 314 | 17.99 304 | 13.21 251 | 19.46 277 | 11.94 255 | 6.20 229 | 12.34 296 | 4.79 274 | 0.34 373 | 0.05 159 | 0.20 386 | 0.23 381 | 0.09 93 | 0.05 70 |
|
TVStereo |  | 6.73 256 | 1.58 244 | 8.94 294 | 6.59 346 | 0.71 90 | 6.27 215 | 3.51 281 | 20.20 314 | 17.99 304 | 13.21 251 | 19.46 277 | 11.94 255 | 6.20 229 | 12.34 296 | 4.79 274 | 0.34 373 | 0.05 159 | 0.20 386 | 0.23 381 | 0.09 93 | 0.05 70 |
|
ADStereo(finetuned) |  | 6.68 251 | 1.59 247 | 9.70 343 | 3.49 98 | 0.68 79 | 4.79 115 | 1.75 163 | 15.33 230 | 23.64 370 | 15.56 304 | 20.68 294 | 7.30 185 | 13.85 401 | 8.71 132 | 5.17 287 | 0.00 1 | 0.05 159 | 0.00 1 | 0.00 1 | 0.25 199 | 1.05 430 |
|
NF-Stereo |  | 6.72 255 | 1.59 247 | 8.93 292 | 6.60 349 | 0.73 104 | 6.27 215 | 3.38 276 | 20.21 320 | 18.01 306 | 13.22 254 | 19.46 277 | 11.82 251 | 6.16 227 | 12.39 299 | 4.74 270 | 0.33 369 | 0.06 194 | 0.20 386 | 0.23 381 | 0.08 87 | 0.05 70 |
|
OCTAStereo |  | 6.74 258 | 1.59 247 | 8.96 299 | 6.60 349 | 0.72 99 | 6.25 213 | 3.50 279 | 20.20 314 | 18.03 307 | 13.21 251 | 19.45 275 | 12.07 263 | 6.16 227 | 12.36 298 | 4.78 271 | 0.35 376 | 0.06 194 | 0.20 386 | 0.23 381 | 0.09 93 | 0.05 70 |
|
DCANet |  | 6.46 243 | 1.59 247 | 7.28 214 | 3.51 102 | 0.68 79 | 4.77 114 | 1.75 163 | 15.33 230 | 23.62 369 | 15.55 302 | 20.73 299 | 7.31 186 | 11.56 355 | 8.83 139 | 5.26 290 | 0.00 1 | 0.05 159 | 0.00 1 | 0.00 1 | 0.26 210 | 1.11 433 |
|
GCAP-Stereo |  | 3.72 126 | 1.60 251 | 7.39 220 | 4.24 154 | 0.37 25 | 5.78 186 | 1.12 95 | 12.28 163 | 6.53 134 | 8.35 174 | 9.69 160 | 6.62 169 | 3.57 125 | 4.58 33 | 1.91 101 | 0.00 1 | 0.07 221 | 0.05 249 | 0.00 1 | 0.25 199 | 0.04 55 |
|
PSM-softLoss |  | 6.61 249 | 1.60 251 | 9.42 326 | 6.48 337 | 0.88 121 | 5.65 170 | 2.04 201 | 22.64 347 | 8.77 185 | 13.95 264 | 22.11 324 | 13.01 274 | 5.22 198 | 12.73 316 | 6.05 307 | 0.49 414 | 0.06 194 | 0.27 407 | 0.56 475 | 0.16 145 | 0.06 81 |
|
KMStereo |  | 6.61 249 | 1.60 251 | 9.42 326 | 6.48 337 | 0.88 121 | 5.65 170 | 2.04 201 | 22.64 347 | 8.77 185 | 13.95 264 | 22.11 324 | 13.01 274 | 5.22 198 | 12.73 316 | 6.05 307 | 0.49 414 | 0.06 194 | 0.27 407 | 0.56 475 | 0.16 145 | 0.06 81 |
|
cf-r |  | 10.06 383 | 1.60 251 | 7.99 249 | 5.82 285 | 5.70 452 | 12.92 350 | 4.78 324 | 24.18 365 | 27.47 414 | 16.91 338 | 31.02 431 | 25.12 444 | 14.05 406 | 11.63 259 | 11.01 409 | 0.03 197 | 0.03 112 | 0.05 249 | 0.03 205 | 0.43 305 | 0.39 318 |
|
MDST_ROB |  | 17.92 503 | 1.60 251 | 13.68 425 | 13.88 528 | 6.44 478 | 43.05 571 | 14.86 515 | 42.74 561 | 41.66 516 | 43.25 567 | 42.85 535 | 28.43 465 | 17.28 462 | 29.35 527 | 16.06 451 | 0.88 475 | 0.11 292 | 0.63 455 | 0.47 464 | 0.50 338 | 0.64 378 |
|
G2L-Stereo_test |  | 10.39 392 | 1.61 256 | 7.86 240 | 4.75 194 | 4.34 379 | 11.83 324 | 11.94 490 | 32.49 474 | 22.58 360 | 23.08 453 | 24.40 343 | 21.48 401 | 11.95 363 | 15.64 389 | 13.00 421 | 0.04 213 | 0.06 194 | 0.01 180 | 0.02 184 | 0.32 258 | 0.37 312 |
|
test_sample6 |  | 9.79 371 | 1.61 256 | 9.84 347 | 5.35 257 | 2.35 268 | 15.59 406 | 6.60 393 | 28.40 414 | 20.96 335 | 19.40 392 | 33.22 466 | 17.17 349 | 11.58 356 | 13.43 344 | 8.82 371 | 0.26 353 | 0.10 274 | 0.10 320 | 0.06 269 | 0.50 338 | 0.41 325 |
|
test_sample5 |  | 9.36 353 | 1.61 256 | 9.63 334 | 5.30 251 | 2.52 276 | 15.42 402 | 6.00 362 | 27.25 401 | 19.96 325 | 18.36 376 | 31.81 446 | 15.99 326 | 11.29 344 | 13.21 336 | 7.66 344 | 0.23 338 | 0.08 244 | 0.07 279 | 0.04 226 | 0.48 323 | 0.34 303 |
|
DualNet |  | 9.49 360 | 1.61 256 | 9.63 334 | 5.30 251 | 2.52 276 | 15.42 402 | 6.00 362 | 27.25 401 | 19.96 325 | 19.40 392 | 33.22 466 | 15.99 326 | 11.29 344 | 13.21 336 | 7.66 344 | 0.23 338 | 0.08 244 | 0.07 279 | 0.04 226 | 0.48 323 | 0.34 303 |
|
raft+_RVC |  | 6.69 253 | 1.61 256 | 5.57 136 | 6.37 332 | 4.62 390 | 6.51 226 | 6.18 371 | 20.39 321 | 23.38 366 | 10.62 204 | 17.82 250 | 9.89 223 | 5.65 212 | 10.70 200 | 3.67 225 | 0.00 1 | 0.14 333 | 0.00 1 | 0.00 1 | 0.34 271 | 0.27 274 |
|
AFF-stereo |  | 6.17 234 | 1.61 256 | 7.02 203 | 4.08 138 | 0.64 73 | 3.53 51 | 0.76 68 | 16.00 249 | 13.14 239 | 12.86 240 | 25.42 355 | 15.67 321 | 7.86 275 | 11.12 226 | 3.21 207 | 0.02 169 | 0.06 194 | 0.00 1 | 0.00 1 | 0.40 297 | 0.08 108 |
|
test_sample3 |  | 8.76 332 | 1.62 262 | 9.99 355 | 5.21 244 | 2.61 283 | 17.43 442 | 5.37 336 | 26.91 398 | 19.77 323 | 17.13 342 | 20.82 301 | 16.55 336 | 9.70 314 | 12.52 310 | 8.59 367 | 0.21 323 | 0.07 221 | 0.05 249 | 0.04 226 | 0.39 292 | 0.30 287 |
|
testlalala2 |  | 5.91 219 | 1.62 262 | 8.59 281 | 15.36 541 | 10.36 541 | 7.93 261 | 3.62 292 | 12.89 178 | 9.73 198 | 15.55 302 | 12.18 201 | 8.57 206 | 2.50 95 | 5.35 42 | 2.62 162 | 0.01 104 | 0.26 413 | 0.00 1 | 0.50 468 | 0.49 332 | 0.07 92 |
|
anonymousa |  | 9.03 338 | 1.62 262 | 8.03 253 | 4.19 150 | 5.53 442 | 15.37 399 | 3.81 295 | 18.55 291 | 21.20 341 | 18.28 370 | 30.99 430 | 20.79 394 | 13.42 389 | 10.58 192 | 7.57 338 | 0.00 1 | 0.05 159 | 0.29 418 | 0.18 349 | 0.10 109 | 0.11 138 |
|
TestStereo1 |  | 7.62 294 | 1.62 262 | 7.60 226 | 10.47 481 | 1.86 232 | 4.76 109 | 2.48 233 | 19.73 308 | 22.33 356 | 16.79 336 | 26.02 361 | 9.33 216 | 9.30 303 | 15.92 401 | 3.37 212 | 0.01 104 | 0.02 79 | 0.02 201 | 0.05 250 | 0.55 354 | 0.28 278 |
|
SA-5K |  | 7.62 294 | 1.62 262 | 7.60 226 | 10.47 481 | 1.86 232 | 4.76 109 | 2.48 233 | 19.73 308 | 22.33 356 | 16.79 336 | 26.02 361 | 9.33 216 | 9.30 303 | 15.92 401 | 3.37 212 | 0.01 104 | 0.02 79 | 0.02 201 | 0.05 250 | 0.55 354 | 0.28 278 |
|
CRE-IMP |  | 5.53 195 | 1.63 267 | 9.62 333 | 5.65 271 | 0.48 48 | 7.02 243 | 1.70 146 | 11.84 154 | 8.33 179 | 12.99 246 | 16.02 235 | 11.08 239 | 6.23 231 | 12.06 281 | 5.06 283 | 0.28 359 | 0.07 221 | 0.09 301 | 0.00 1 | 0.24 194 | 0.21 236 |
|
depthmonostereo |  | 4.02 141 | 1.64 268 | 5.29 119 | 4.40 169 | 1.19 160 | 8.04 263 | 1.16 98 | 15.24 228 | 12.52 228 | 4.62 123 | 7.49 137 | 4.11 105 | 4.80 186 | 6.61 70 | 2.71 168 | 0.04 213 | 0.21 374 | 0.11 333 | 0.07 279 | 0.07 75 | 0.02 13 |
|
xyz-stereo-finetune2 |  | 5.60 207 | 1.64 268 | 5.87 150 | 2.44 28 | 0.32 16 | 15.39 400 | 1.90 186 | 10.59 142 | 5.28 104 | 10.58 201 | 17.82 250 | 7.37 189 | 8.93 296 | 14.86 376 | 8.46 365 | 0.01 104 | 0.02 79 | 0.08 289 | 0.14 331 | 0.23 188 | 0.04 55 |
|
PAM |  | 6.94 271 | 1.65 270 | 14.88 448 | 5.38 258 | 1.98 245 | 14.76 389 | 1.28 105 | 14.54 214 | 6.77 139 | 15.52 300 | 9.10 152 | 24.15 430 | 11.60 357 | 12.46 304 | 2.33 143 | 0.04 213 | 0.28 421 | 0.07 279 | 0.42 457 | 0.57 362 | 0.99 425 |
|
test_sample4 |  | 9.10 341 | 1.65 270 | 9.91 350 | 5.19 241 | 2.57 281 | 16.59 434 | 5.38 338 | 27.37 403 | 19.80 324 | 17.80 356 | 27.52 380 | 15.01 311 | 11.21 342 | 12.69 315 | 8.15 360 | 0.21 323 | 0.07 221 | 0.06 267 | 0.03 205 | 0.43 305 | 0.30 287 |
|
DeepStereo_RVC |  | 5.65 209 | 1.65 270 | 9.06 310 | 5.21 244 | 0.56 60 | 5.55 164 | 1.84 178 | 12.16 161 | 7.22 156 | 13.94 263 | 14.96 223 | 12.58 265 | 10.27 324 | 11.25 237 | 5.81 304 | 0.39 391 | 0.10 274 | 0.11 333 | 0.00 1 | 0.18 158 | 0.22 243 |
|
111 |  | 7.26 285 | 1.65 270 | 7.28 214 | 3.56 104 | 0.32 16 | 10.76 301 | 3.53 284 | 20.55 323 | 27.51 415 | 10.07 195 | 16.62 241 | 14.30 299 | 9.53 311 | 12.02 273 | 5.87 305 | 0.14 288 | 0.01 29 | 0.00 1 | 0.00 1 | 0.31 248 | 1.14 437 |
|
RAFT-Stereo + iAFF |  | 5.48 191 | 1.66 274 | 7.56 225 | 3.49 98 | 0.40 29 | 2.75 22 | 0.67 60 | 16.07 250 | 14.76 260 | 12.27 217 | 18.67 266 | 11.95 257 | 8.08 281 | 7.84 101 | 2.89 178 | 0.01 104 | 0.06 194 | 0.00 1 | 0.00 1 | 0.37 284 | 0.04 55 |
|
CAS++ |  | 4.07 143 | 1.67 275 | 6.02 158 | 4.17 145 | 1.02 133 | 4.26 75 | 1.68 143 | 19.10 302 | 10.01 203 | 9.18 186 | 9.17 154 | 1.98 70 | 1.41 46 | 9.54 162 | 1.73 90 | 0.02 169 | 0.05 159 | 0.00 1 | 0.00 1 | 0.32 258 | 0.11 138 |
Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
plain |  | 4.15 144 | 1.67 275 | 9.97 353 | 4.86 203 | 2.97 309 | 3.27 38 | 1.41 113 | 8.20 90 | 5.51 111 | 3.37 85 | 16.69 242 | 3.03 85 | 2.71 98 | 14.44 368 | 3.91 239 | 0.14 288 | 0.00 1 | 0.03 219 | 0.01 149 | 0.69 388 | 0.14 167 |
|
CASS |  | 8.15 314 | 1.67 275 | 7.68 232 | 8.25 422 | 1.52 199 | 14.39 378 | 2.72 247 | 22.65 349 | 17.23 292 | 15.42 298 | 22.68 329 | 13.47 291 | 11.87 361 | 12.44 301 | 6.07 310 | 0.96 480 | 0.05 159 | 0.12 337 | 0.01 149 | 0.71 393 | 3.14 506 |
Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
MIPNet |  | 6.75 260 | 1.67 275 | 12.34 399 | 4.67 188 | 1.47 191 | 10.01 287 | 2.24 214 | 26.43 391 | 17.22 291 | 14.72 276 | 12.75 205 | 7.02 179 | 9.68 313 | 8.44 119 | 5.26 290 | 0.01 104 | 0.04 128 | 0.05 249 | 0.09 296 | 0.35 275 | 0.55 358 |
|
NRIStereo |  | 5.73 211 | 1.67 275 | 8.42 270 | 5.72 281 | 0.41 31 | 6.71 234 | 2.60 241 | 14.73 219 | 10.71 211 | 12.39 221 | 15.07 224 | 11.58 246 | 6.23 231 | 12.06 281 | 4.78 271 | 0.61 438 | 0.17 350 | 0.11 333 | 0.00 1 | 0.28 221 | 0.27 274 |
|
rafts_anoy |  | 6.02 228 | 1.67 275 | 6.27 171 | 6.53 342 | 4.98 405 | 5.30 148 | 2.53 236 | 13.77 205 | 21.01 336 | 12.70 237 | 16.23 238 | 8.56 205 | 5.65 212 | 9.09 151 | 5.22 288 | 0.04 213 | 0.31 427 | 0.09 301 | 0.03 205 | 0.25 199 | 0.17 200 |
|
ACVNet |  | 10.36 391 | 1.68 281 | 5.49 129 | 6.01 306 | 2.75 294 | 12.78 348 | 3.56 286 | 21.89 339 | 34.81 479 | 14.96 281 | 30.78 425 | 24.72 440 | 13.88 403 | 15.81 395 | 17.20 460 | 0.13 286 | 0.01 29 | 0.06 267 | 0.06 269 | 0.51 342 | 0.15 184 |
|
acv_ft |  | 12.16 431 | 1.68 281 | 11.97 395 | 7.70 403 | 6.20 469 | 19.61 462 | 5.52 345 | 25.78 381 | 34.81 479 | 25.62 482 | 30.78 425 | 24.72 440 | 13.20 388 | 15.81 395 | 18.80 471 | 0.13 286 | 0.01 29 | 0.06 267 | 0.06 269 | 0.63 377 | 0.15 184 |
|
GwcNet-ADL |  | 8.48 323 | 1.70 283 | 9.38 324 | 7.10 377 | 2.78 296 | 6.74 237 | 6.57 391 | 30.15 438 | 26.01 402 | 15.15 293 | 17.77 249 | 13.93 295 | 6.96 258 | 12.96 328 | 9.91 387 | 0.48 413 | 0.72 496 | 0.01 180 | 0.01 149 | 0.51 342 | 0.84 406 |
|
RASNet |  | 11.59 419 | 1.71 284 | 10.36 365 | 6.30 328 | 5.66 448 | 15.48 404 | 6.12 369 | 34.50 501 | 20.86 334 | 16.61 330 | 32.51 457 | 22.04 407 | 23.00 501 | 19.44 453 | 16.15 453 | 0.71 448 | 0.03 112 | 0.05 249 | 0.01 149 | 0.15 137 | 0.13 159 |
|
PAM_32 |  | 6.82 263 | 1.73 285 | 14.16 433 | 5.34 256 | 1.47 191 | 13.84 367 | 0.88 78 | 14.75 220 | 6.34 129 | 14.22 270 | 9.14 153 | 24.94 443 | 11.87 361 | 12.50 307 | 2.79 174 | 0.14 288 | 0.27 418 | 0.09 301 | 0.42 457 | 0.54 350 | 0.89 413 |
|
ICVP |  | 10.07 384 | 1.73 285 | 6.11 162 | 9.08 438 | 3.31 320 | 12.25 337 | 6.56 390 | 26.30 390 | 22.52 359 | 16.49 326 | 31.80 445 | 26.94 460 | 12.42 371 | 11.35 241 | 10.92 404 | 1.17 494 | 0.57 485 | 0.17 370 | 0.10 307 | 0.58 366 | 1.07 432 |
Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
PSMNet-RSSM |  | 9.71 368 | 1.73 285 | 6.09 161 | 7.47 395 | 4.27 369 | 10.06 288 | 6.00 362 | 29.14 425 | 21.74 350 | 15.76 307 | 32.88 462 | 22.63 413 | 13.18 386 | 12.94 327 | 9.12 379 | 0.09 267 | 0.02 79 | 0.07 279 | 0.10 307 | 0.70 391 | 0.24 258 |
|
Patchmatch Stereo++ |  | 5.56 203 | 1.74 288 | 9.01 304 | 5.09 220 | 0.41 31 | 5.66 175 | 2.40 229 | 12.52 169 | 7.00 146 | 12.52 224 | 18.08 253 | 13.02 276 | 6.74 251 | 11.59 255 | 4.01 248 | 0.78 459 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.22 243 |
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 |
PSM-adaLoss |  | 5.50 194 | 1.74 288 | 9.03 308 | 5.09 220 | 0.42 36 | 5.66 175 | 1.98 197 | 12.50 167 | 7.01 151 | 12.52 224 | 18.13 258 | 12.96 272 | 6.77 255 | 11.11 225 | 3.83 235 | 0.72 450 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.22 243 |
|
ROB_FTStereo_v2 |  | 5.53 195 | 1.74 288 | 8.97 301 | 5.09 220 | 0.42 36 | 5.64 169 | 2.02 199 | 12.50 167 | 7.00 146 | 12.51 223 | 18.10 255 | 12.99 273 | 6.72 250 | 11.50 247 | 4.04 251 | 0.70 446 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.23 251 |
|
ROB_FTStereo |  | 5.49 193 | 1.74 288 | 8.96 299 | 5.09 220 | 0.42 36 | 5.65 170 | 1.68 143 | 12.53 172 | 7.00 146 | 12.53 230 | 18.00 252 | 13.02 276 | 6.74 251 | 11.51 248 | 3.81 234 | 0.60 434 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.22 243 |
|
HUI-Stereo |  | 5.48 191 | 1.74 288 | 9.01 304 | 5.08 219 | 0.42 36 | 5.65 170 | 2.77 250 | 12.55 173 | 7.03 153 | 12.54 232 | 18.10 255 | 13.07 280 | 6.71 249 | 9.92 174 | 3.74 228 | 0.61 438 | 0.08 244 | 0.09 301 | 0.00 1 | 0.22 173 | 0.23 251 |
|
iGMRVC |  | 5.54 198 | 1.74 288 | 9.01 304 | 5.09 220 | 0.42 36 | 5.66 175 | 1.81 175 | 12.61 176 | 7.02 152 | 12.52 224 | 18.11 257 | 13.02 276 | 6.64 246 | 11.57 252 | 4.16 252 | 0.82 467 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.21 236 |
|
iRAFT |  | 5.56 203 | 1.74 288 | 9.01 304 | 5.09 220 | 0.41 31 | 5.66 175 | 2.40 229 | 12.52 169 | 7.00 146 | 12.52 224 | 18.08 253 | 13.02 276 | 6.74 251 | 11.59 255 | 4.01 248 | 0.78 459 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.22 243 |
|
RAFT-IKP |  | 5.53 195 | 1.74 288 | 8.95 296 | 5.09 220 | 0.41 31 | 5.45 155 | 2.08 204 | 12.52 169 | 7.00 146 | 12.52 224 | 18.13 258 | 12.93 271 | 6.79 256 | 11.59 255 | 3.99 246 | 0.80 465 | 0.09 258 | 0.09 301 | 0.00 1 | 0.22 173 | 0.22 243 |
|
EAI-Stereo |  | 5.21 175 | 1.74 288 | 8.46 274 | 5.69 275 | 1.37 187 | 5.67 180 | 3.52 283 | 18.77 295 | 5.65 114 | 9.75 191 | 16.08 236 | 6.36 164 | 3.57 125 | 11.73 264 | 3.64 221 | 0.01 104 | 0.33 434 | 0.03 219 | 1.06 506 | 0.21 170 | 0.65 380 |
|
anonymousdsp |  | 3.51 113 | 1.75 297 | 5.66 140 | 3.49 98 | 1.13 150 | 5.04 136 | 1.74 160 | 13.69 199 | 5.07 94 | 4.83 130 | 5.42 102 | 4.25 109 | 4.44 158 | 11.14 227 | 1.98 109 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.31 248 | 0.13 159 |
|
DCRE |  | 6.07 232 | 1.75 297 | 8.41 269 | 7.20 382 | 3.82 342 | 6.48 223 | 4.18 309 | 15.52 236 | 10.42 206 | 9.24 187 | 22.47 327 | 11.71 249 | 5.46 203 | 10.62 196 | 3.02 191 | 0.02 169 | 0.26 413 | 0.05 249 | 0.30 421 | 0.15 137 | 0.24 258 |
|
IGEV-Stereo |   | 3.52 114 | 1.75 297 | 5.67 141 | 3.49 98 | 1.12 148 | 5.04 136 | 1.73 159 | 13.70 200 | 5.07 94 | 4.83 130 | 5.42 102 | 4.27 110 | 4.43 157 | 11.15 232 | 1.98 109 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.31 248 | 0.12 145 |
Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
HHNet |  | 7.39 287 | 1.75 297 | 7.24 212 | 3.26 79 | 3.18 313 | 5.04 136 | 6.40 381 | 19.04 300 | 15.70 276 | 20.71 420 | 32.13 452 | 10.69 233 | 5.91 221 | 10.45 190 | 4.60 266 | 0.40 394 | 0.07 221 | 0.21 391 | 0.13 325 | 0.54 350 | 0.41 325 |
|
MyStereo06 |  | 6.40 239 | 1.76 301 | 13.15 412 | 6.19 322 | 4.40 382 | 7.09 244 | 9.95 453 | 16.68 259 | 6.98 145 | 12.91 241 | 10.76 184 | 17.84 362 | 5.71 214 | 9.97 176 | 3.39 214 | 0.06 251 | 0.10 274 | 0.02 201 | 0.04 226 | 0.73 398 | 0.29 284 |
|
MyStereo05 |  | 9.29 350 | 1.76 301 | 8.95 296 | 6.19 322 | 4.40 382 | 7.09 244 | 9.95 453 | 31.21 455 | 40.82 513 | 17.31 346 | 12.93 210 | 10.33 228 | 12.52 376 | 13.93 356 | 7.05 325 | 0.06 251 | 0.10 274 | 0.02 201 | 0.04 226 | 0.73 398 | 0.29 284 |
|
ff7 |  | 3.48 109 | 1.76 301 | 6.20 165 | 3.45 92 | 1.13 150 | 5.02 130 | 1.70 146 | 13.26 187 | 5.04 89 | 4.66 125 | 5.47 107 | 3.49 91 | 4.70 175 | 11.14 227 | 2.01 113 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.30 236 | 0.14 167 |
|
ffff |  | 3.48 109 | 1.76 301 | 6.20 165 | 3.45 92 | 1.13 150 | 5.02 130 | 1.70 146 | 13.26 187 | 5.04 89 | 4.66 125 | 5.47 107 | 3.49 91 | 4.70 175 | 11.14 227 | 2.01 113 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.30 236 | 0.14 167 |
|
11t |  | 3.48 109 | 1.76 301 | 6.20 165 | 3.45 92 | 1.13 150 | 5.02 130 | 1.70 146 | 13.26 187 | 5.04 89 | 4.66 125 | 5.47 107 | 3.49 91 | 4.70 175 | 11.14 227 | 2.01 113 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.30 236 | 0.14 167 |
|
ccc-4 |  | 3.48 109 | 1.76 301 | 6.20 165 | 3.45 92 | 1.13 150 | 5.02 130 | 1.70 146 | 13.26 187 | 5.04 89 | 4.66 125 | 5.47 107 | 3.49 91 | 4.70 175 | 11.14 227 | 2.01 113 | 0.00 1 | 0.04 128 | 0.00 1 | 0.18 349 | 0.30 236 | 0.14 167 |
|
CoDeX |  | 9.24 345 | 1.77 307 | 9.54 330 | 6.08 312 | 3.79 340 | 16.45 430 | 6.76 399 | 26.15 388 | 25.03 389 | 17.18 344 | 25.12 352 | 14.69 307 | 11.68 358 | 12.22 290 | 6.71 318 | 0.30 363 | 0.20 367 | 0.15 361 | 0.02 184 | 0.23 188 | 0.68 383 |
|
PCWNet_CMD |  | 9.64 364 | 1.77 307 | 10.59 369 | 4.80 197 | 2.90 301 | 16.25 427 | 2.42 231 | 29.37 431 | 34.10 473 | 17.41 347 | 22.04 321 | 19.10 380 | 7.70 269 | 12.05 278 | 6.86 320 | 0.22 329 | 0.45 461 | 0.80 471 | 0.22 372 | 3.11 494 | 0.69 385 |
|
MSMDNet |  | 9.64 364 | 1.77 307 | 10.63 370 | 4.83 198 | 2.90 301 | 16.35 428 | 2.37 224 | 29.33 429 | 34.29 476 | 17.43 349 | 22.10 323 | 19.05 379 | 7.79 274 | 12.11 287 | 6.87 321 | 0.23 338 | 0.46 463 | 0.67 460 | 0.21 369 | 2.77 485 | 0.60 368 |
|
rvit_stereo_0081 |  | 3.93 134 | 1.78 310 | 8.60 282 | 6.26 326 | 1.73 217 | 3.48 46 | 2.36 221 | 7.71 78 | 15.81 278 | 4.41 119 | 5.39 100 | 5.14 133 | 3.94 135 | 7.95 104 | 3.57 216 | 0.01 104 | 0.01 29 | 0.00 1 | 0.01 149 | 0.39 292 | 0.10 123 |
|
rvit_stereo_0082 |  | 3.93 134 | 1.78 310 | 8.60 282 | 6.26 326 | 1.73 217 | 3.48 46 | 2.36 221 | 7.71 78 | 15.81 278 | 4.41 119 | 5.39 100 | 5.14 133 | 3.94 135 | 7.95 104 | 3.57 216 | 0.01 104 | 0.01 29 | 0.00 1 | 0.01 149 | 0.39 292 | 0.10 123 |
|
DispNO |  | 9.33 352 | 1.78 310 | 15.84 456 | 5.73 282 | 5.74 455 | 12.24 336 | 4.81 328 | 25.06 371 | 21.10 338 | 16.70 334 | 20.86 302 | 17.78 360 | 11.76 359 | 16.74 421 | 8.85 372 | 0.22 329 | 0.15 339 | 0.03 219 | 0.12 320 | 0.41 300 | 0.64 378 |
|
THIR-Stereo |  | 9.38 355 | 1.78 310 | 8.50 277 | 4.74 191 | 0.71 90 | 15.92 412 | 11.93 489 | 16.39 253 | 21.56 345 | 24.27 461 | 32.07 450 | 14.40 300 | 14.14 409 | 11.49 246 | 8.39 364 | 0.05 232 | 0.25 410 | 0.10 320 | 0.05 250 | 0.33 265 | 0.58 365 |
|
HSM |  | 11.33 413 | 1.80 314 | 7.04 205 | 6.13 319 | 3.99 353 | 16.16 421 | 6.92 403 | 29.69 435 | 19.39 319 | 22.95 450 | 26.05 364 | 41.08 549 | 15.79 443 | 20.25 470 | 8.89 376 | 0.02 169 | 0.03 112 | 0.01 180 | 0.00 1 | 0.15 137 | 0.34 303 |
|
iRaft-Stereo_5w |  | 8.70 331 | 1.81 315 | 9.33 322 | 5.83 287 | 3.78 338 | 4.87 118 | 11.12 477 | 15.86 248 | 14.80 261 | 15.23 296 | 26.36 367 | 21.49 402 | 12.91 384 | 15.94 403 | 12.73 420 | 0.58 428 | 0.05 159 | 0.08 289 | 0.09 296 | 0.85 412 | 0.33 299 |
|
DCVSM-stereo |  | 9.70 366 | 1.83 316 | 11.36 385 | 5.81 284 | 3.59 333 | 10.57 297 | 3.00 259 | 18.71 293 | 22.11 354 | 23.79 459 | 19.02 271 | 29.73 474 | 17.68 467 | 13.33 340 | 9.11 378 | 0.21 323 | 1.14 517 | 0.27 407 | 0.06 269 | 0.75 404 | 1.89 470 |
|
iRaft-Stereo_20w |  | 6.06 231 | 1.84 317 | 12.04 397 | 4.23 153 | 1.67 211 | 6.77 238 | 2.22 212 | 18.73 294 | 6.08 124 | 14.72 276 | 10.33 175 | 13.42 290 | 8.14 282 | 15.88 398 | 3.08 199 | 0.01 104 | 0.24 402 | 0.13 349 | 0.39 451 | 0.61 371 | 0.71 390 |
|
STrans-v2 |  | 7.98 311 | 1.84 317 | 9.42 326 | 4.84 201 | 1.48 194 | 12.23 335 | 10.05 458 | 19.06 301 | 12.32 227 | 13.63 259 | 26.06 365 | 18.13 371 | 12.35 370 | 12.99 331 | 3.99 246 | 0.01 104 | 0.01 29 | 0.18 375 | 0.01 149 | 0.22 173 | 0.83 404 |
|
delet |  | 12.65 444 | 1.85 319 | 11.36 385 | 7.71 405 | 6.22 471 | 22.52 482 | 10.22 466 | 28.14 412 | 37.67 498 | 19.66 398 | 29.24 397 | 21.00 397 | 15.99 445 | 21.97 486 | 17.77 465 | 0.03 197 | 0.07 221 | 0.19 383 | 0.04 226 | 0.60 369 | 0.75 396 |
|
MSCF |  | 3.01 83 | 1.87 320 | 5.23 114 | 3.98 135 | 0.70 85 | 5.42 153 | 1.48 117 | 8.59 97 | 4.59 79 | 5.05 137 | 6.40 120 | 1.76 61 | 7.07 259 | 5.69 49 | 1.36 63 | 0.00 1 | 0.02 79 | 0.00 1 | 0.63 480 | 0.16 145 | 0.24 258 |
|
SGM-Forest |  | 12.92 448 | 1.87 320 | 6.61 180 | 5.68 274 | 2.05 250 | 23.19 488 | 11.30 480 | 34.24 497 | 30.77 441 | 26.54 490 | 31.99 448 | 29.98 477 | 15.74 442 | 21.17 483 | 13.36 426 | 1.05 487 | 0.33 434 | 0.84 478 | 0.01 149 | 0.71 393 | 0.97 421 |
Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
DISCO |  | 16.36 482 | 1.88 322 | 16.15 458 | 7.78 407 | 4.19 364 | 26.92 517 | 10.21 465 | 30.31 444 | 44.26 533 | 21.35 434 | 33.91 478 | 35.80 524 | 22.40 499 | 35.65 551 | 33.87 553 | 0.18 306 | 0.08 244 | 0.04 239 | 0.04 226 | 1.71 458 | 0.54 357 |
|
TransformOpticalFlow |  | 7.76 301 | 1.90 323 | 9.31 321 | 5.50 265 | 1.18 159 | 6.97 242 | 8.27 425 | 17.86 280 | 13.21 241 | 14.58 274 | 29.13 396 | 19.01 377 | 10.85 331 | 12.51 308 | 3.69 226 | 0.01 104 | 0.04 128 | 0.20 386 | 0.04 226 | 0.17 155 | 0.84 406 |
|
CroCo-Stereo |   | 3.27 103 | 1.90 323 | 7.18 207 | 8.50 427 | 1.11 146 | 0.96 3 | 0.97 85 | 10.18 128 | 8.20 175 | 3.59 93 | 4.69 82 | 8.02 198 | 4.53 167 | 2.75 6 | 2.34 144 | 0.01 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 248 | 0.11 138 |
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 |
DMCA |  | 8.51 325 | 1.90 323 | 9.96 352 | 5.16 232 | 4.14 363 | 10.29 291 | 4.46 316 | 25.52 376 | 19.55 320 | 16.33 322 | 20.69 295 | 17.59 357 | 11.26 343 | 10.42 189 | 11.36 411 | 0.50 417 | 0.08 244 | 0.35 427 | 0.05 250 | 0.36 277 | 0.31 295 |
|
CFNet_ucs |  | 10.25 388 | 1.91 326 | 11.88 393 | 4.98 209 | 4.08 358 | 15.11 394 | 3.57 288 | 28.02 410 | 31.98 456 | 18.21 369 | 25.20 353 | 23.27 421 | 9.38 307 | 13.38 341 | 7.22 327 | 0.23 338 | 0.81 503 | 1.65 509 | 0.22 372 | 3.01 490 | 0.93 418 |
|
ProNet |  | 3.61 118 | 1.91 326 | 6.17 164 | 3.31 84 | 0.67 78 | 5.51 157 | 6.46 384 | 12.60 175 | 6.23 126 | 3.18 80 | 4.80 87 | 3.64 97 | 3.57 125 | 11.15 232 | 2.11 128 | 0.02 169 | 0.21 374 | 0.01 180 | 0.01 149 | 0.41 300 | 0.14 167 |
|
CFNet_pseudo |  | 9.58 361 | 1.91 326 | 10.73 373 | 4.53 178 | 2.91 303 | 14.26 375 | 2.75 249 | 26.73 396 | 32.14 457 | 17.10 341 | 23.02 331 | 22.14 409 | 8.74 292 | 12.17 289 | 7.43 331 | 0.20 318 | 0.45 461 | 1.24 503 | 0.24 391 | 2.49 479 | 0.49 350 |
|
psm_up |  | 13.18 453 | 1.91 326 | 8.81 289 | 9.59 456 | 5.84 461 | 15.17 397 | 11.37 482 | 38.74 539 | 30.81 442 | 20.66 419 | 30.32 418 | 30.00 478 | 23.12 502 | 19.19 450 | 16.02 450 | 0.58 428 | 0.10 274 | 0.17 370 | 0.01 149 | 0.65 383 | 0.55 358 |
|
MyStereo07 |  | 4.38 147 | 1.92 330 | 5.06 106 | 6.09 313 | 4.31 375 | 6.54 227 | 9.96 455 | 15.35 232 | 5.15 99 | 4.34 116 | 5.65 113 | 3.15 87 | 5.77 217 | 11.33 240 | 1.81 97 | 0.06 251 | 0.10 274 | 0.03 219 | 0.04 226 | 0.63 377 | 0.30 287 |
|
MyStereo04 |  | 9.24 345 | 1.92 330 | 8.78 288 | 6.09 313 | 4.31 375 | 6.54 227 | 9.96 455 | 32.24 473 | 41.99 521 | 14.26 271 | 11.98 198 | 12.00 259 | 12.01 364 | 13.93 356 | 7.53 335 | 0.06 251 | 0.10 274 | 0.03 219 | 0.04 226 | 0.63 377 | 0.30 287 |
|
ccs_rob |  | 9.61 363 | 1.92 330 | 10.72 372 | 4.55 179 | 2.89 300 | 14.33 377 | 2.86 256 | 26.85 397 | 32.36 460 | 17.05 339 | 22.91 330 | 22.12 408 | 8.70 290 | 12.10 285 | 7.44 332 | 0.19 310 | 0.44 456 | 1.38 505 | 0.25 397 | 2.68 482 | 0.57 363 |
|
DIP-Stereo |  | 6.74 258 | 1.93 333 | 10.02 359 | 4.28 162 | 1.64 209 | 13.54 361 | 1.52 128 | 15.16 226 | 6.63 136 | 14.30 272 | 26.81 373 | 10.90 235 | 5.19 196 | 14.78 375 | 7.56 337 | 0.00 1 | 0.06 194 | 0.05 249 | 0.00 1 | 0.17 155 | 0.17 200 |
Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
FACV-RUCA |  | 7.66 297 | 1.94 334 | 9.40 325 | 7.72 406 | 6.03 465 | 12.99 351 | 3.10 264 | 19.47 305 | 18.51 312 | 12.27 217 | 18.43 261 | 8.28 200 | 10.16 322 | 11.38 242 | 5.62 300 | 0.36 378 | 0.62 489 | 4.36 539 | 0.30 421 | 1.72 459 | 0.55 358 |
|
rvit_stereo_0083 |  | 4.53 149 | 1.94 334 | 9.94 351 | 7.12 379 | 1.67 211 | 4.98 126 | 2.80 253 | 8.25 92 | 18.22 310 | 4.76 129 | 7.78 140 | 6.41 165 | 4.87 187 | 7.54 95 | 3.74 228 | 0.11 277 | 0.04 128 | 0.00 1 | 0.01 149 | 0.24 194 | 0.16 192 |
|
GwcNet-RSSM |  | 10.65 398 | 1.94 334 | 8.57 280 | 6.89 368 | 5.26 426 | 12.26 338 | 5.21 332 | 25.80 383 | 31.50 447 | 16.67 332 | 33.52 472 | 23.70 428 | 13.88 403 | 12.84 321 | 13.67 429 | 0.05 232 | 0.10 274 | 0.14 354 | 0.02 184 | 0.65 383 | 0.39 318 |
|
iResNet_ROB |  | 11.71 421 | 1.96 337 | 10.77 374 | 6.01 306 | 3.68 334 | 15.13 396 | 2.34 220 | 31.72 462 | 37.58 497 | 26.16 487 | 32.77 459 | 25.88 452 | 15.34 438 | 16.35 414 | 7.94 353 | 0.19 310 | 0.01 29 | 0.00 1 | 0.00 1 | 0.31 248 | 0.12 145 |
|
G2L-Stereo |  | 10.09 385 | 1.97 338 | 9.53 329 | 7.09 375 | 4.21 365 | 9.10 278 | 8.53 432 | 29.05 423 | 22.51 358 | 19.28 391 | 25.57 357 | 22.70 415 | 10.67 328 | 15.44 388 | 14.88 443 | 0.25 349 | 0.04 128 | 0.08 289 | 0.01 149 | 0.36 277 | 0.42 328 |
|
RAFT_CTSACE |  | 8.24 317 | 1.97 338 | 8.39 266 | 6.89 368 | 5.11 416 | 5.86 195 | 2.63 244 | 14.62 217 | 16.88 288 | 23.52 458 | 34.77 482 | 16.02 328 | 7.37 265 | 17.91 433 | 2.23 139 | 0.00 1 | 0.12 303 | 0.00 1 | 0.03 205 | 0.39 292 | 0.05 70 |
|
GES |  | 8.51 325 | 1.98 340 | 11.82 392 | 6.39 334 | 1.77 223 | 12.36 339 | 6.22 372 | 21.55 332 | 21.34 343 | 19.02 388 | 26.02 361 | 8.79 207 | 9.34 306 | 13.94 358 | 7.24 328 | 0.38 382 | 0.10 274 | 0.30 422 | 0.14 331 | 0.69 388 | 0.73 393 |
|
GASTEREO |  | 3.18 93 | 1.99 341 | 5.13 109 | 4.28 162 | 0.70 85 | 5.59 166 | 1.49 121 | 8.66 102 | 4.94 88 | 5.17 140 | 6.84 126 | 1.58 57 | 7.14 260 | 7.72 98 | 1.38 64 | 0.00 1 | 0.02 79 | 0.00 1 | 0.64 481 | 0.08 87 | 0.23 251 |
|
tt1 |  | 5.27 178 | 1.99 341 | 5.11 108 | 6.02 309 | 0.26 6 | 10.59 299 | 4.22 310 | 18.45 288 | 16.31 283 | 6.75 154 | 8.95 150 | 4.75 125 | 9.15 300 | 10.82 210 | 1.61 80 | 0.00 1 | 0.05 159 | 0.00 1 | 0.04 226 | 0.26 210 | 0.14 167 |
|
HI |  | 8.30 318 | 2.00 343 | 6.75 187 | 4.58 183 | 5.15 419 | 4.16 66 | 0.50 48 | 17.99 282 | 9.24 194 | 25.03 472 | 28.22 387 | 20.23 391 | 12.47 373 | 17.93 434 | 11.49 412 | 0.00 1 | 0.10 274 | 0.00 1 | 0.05 250 | 0.08 87 | 0.05 70 |
|
CoSv |  | 8.30 318 | 2.00 343 | 6.75 187 | 4.58 183 | 5.15 419 | 4.16 66 | 0.50 48 | 17.99 282 | 9.24 194 | 25.03 472 | 28.22 387 | 20.23 391 | 12.47 373 | 17.93 434 | 11.49 412 | 0.00 1 | 0.10 274 | 0.00 1 | 0.05 250 | 0.08 87 | 0.05 70 |
|
ACVNet-DCA |  | 5.28 179 | 2.00 343 | 4.99 101 | 5.89 292 | 0.26 6 | 10.85 306 | 5.38 338 | 20.20 314 | 11.88 220 | 6.95 160 | 10.01 164 | 4.49 116 | 9.78 315 | 10.79 205 | 1.59 77 | 0.00 1 | 0.05 159 | 0.00 1 | 0.04 226 | 0.25 199 | 0.20 228 |
|
xx1 |  | 5.99 227 | 2.00 343 | 4.99 101 | 5.89 292 | 0.26 6 | 10.85 306 | 5.38 338 | 17.84 276 | 15.48 271 | 6.95 160 | 10.01 164 | 16.02 328 | 11.15 340 | 10.79 205 | 1.59 77 | 0.00 1 | 0.05 159 | 0.02 201 | 0.05 250 | 0.25 199 | 0.20 228 |
|
1test111 |  | 5.59 206 | 2.00 343 | 4.99 101 | 5.89 292 | 0.26 6 | 10.85 306 | 5.38 338 | 20.20 314 | 11.88 220 | 6.95 160 | 10.01 164 | 4.49 116 | 9.78 315 | 11.09 223 | 7.45 333 | 0.00 1 | 0.05 159 | 0.00 1 | 0.04 226 | 0.25 199 | 0.20 228 |
|
cc1 |  | 5.34 183 | 2.00 343 | 4.99 101 | 5.89 292 | 0.26 6 | 10.85 306 | 5.38 338 | 17.85 278 | 15.48 271 | 6.95 160 | 10.01 164 | 4.49 116 | 9.78 315 | 10.79 205 | 1.59 77 | 0.00 1 | 0.05 159 | 0.00 1 | 0.04 226 | 0.30 236 | 0.13 159 |
|
ToySt |  | 10.51 396 | 2.00 343 | 15.67 454 | 5.33 254 | 0.95 130 | 14.97 390 | 9.51 446 | 24.02 362 | 27.37 412 | 14.61 275 | 24.67 348 | 24.56 434 | 14.70 425 | 16.86 422 | 13.35 425 | 0.06 251 | 0.23 391 | 0.03 219 | 0.09 296 | 0.62 374 | 0.67 382 |
|
pcwnet_v2 |  | 12.32 434 | 2.00 343 | 17.53 473 | 7.79 408 | 5.69 451 | 17.06 437 | 3.69 293 | 36.52 520 | 46.17 540 | 20.55 414 | 29.39 403 | 16.50 334 | 13.00 385 | 15.70 391 | 9.32 381 | 0.50 417 | 1.00 514 | 0.34 426 | 0.24 391 | 2.00 469 | 1.38 449 |
|
PSMNet-ADL |  | 9.88 378 | 2.01 351 | 6.80 193 | 9.18 442 | 4.26 368 | 15.11 394 | 3.50 279 | 27.12 400 | 24.42 387 | 14.72 276 | 18.96 269 | 25.32 447 | 13.43 390 | 15.76 393 | 14.04 433 | 0.79 463 | 0.78 502 | 0.00 1 | 0.02 184 | 0.26 210 | 1.18 441 |
|
DSFCA |  | 11.85 426 | 2.01 351 | 12.93 408 | 5.40 261 | 6.87 489 | 15.36 398 | 10.45 469 | 30.68 448 | 31.84 449 | 25.99 484 | 23.52 335 | 22.03 406 | 14.05 406 | 20.28 473 | 12.46 416 | 0.57 427 | 0.41 446 | 0.28 414 | 0.38 448 | 1.02 422 | 0.47 342 |
|
ISRNet |  | 12.26 433 | 2.02 353 | 17.38 469 | 12.71 517 | 6.24 474 | 7.39 249 | 1.62 139 | 29.23 428 | 31.94 455 | 22.65 446 | 35.28 483 | 24.62 435 | 15.27 436 | 15.28 380 | 13.76 431 | 0.78 459 | 1.00 514 | 2.30 521 | 0.52 471 | 0.92 419 | 4.29 518 |
|
RALCasStereoNet |  | 5.95 222 | 2.02 353 | 7.09 206 | 7.06 374 | 5.10 415 | 6.36 220 | 5.44 344 | 13.97 209 | 13.25 243 | 9.93 193 | 17.45 246 | 10.37 229 | 3.89 134 | 11.64 260 | 4.24 256 | 0.02 169 | 0.46 463 | 0.10 320 | 0.00 1 | 0.20 166 | 0.31 295 |
|
UNet |  | 12.64 443 | 2.02 353 | 13.36 414 | 6.85 367 | 7.76 510 | 25.31 506 | 4.74 323 | 34.10 493 | 28.19 420 | 20.03 406 | 31.07 432 | 27.02 462 | 17.36 463 | 20.18 467 | 13.87 432 | 0.06 251 | 0.05 159 | 0.27 407 | 0.01 149 | 0.23 188 | 0.39 318 |
|
IGEV-FE |  | 5.28 179 | 2.03 356 | 14.26 436 | 6.10 316 | 1.33 178 | 4.32 77 | 1.03 92 | 14.46 211 | 6.50 132 | 13.33 256 | 11.86 196 | 11.00 236 | 3.47 121 | 10.71 201 | 3.65 223 | 0.03 197 | 0.22 384 | 0.15 361 | 0.26 401 | 0.80 407 | 0.20 228 |
|
ITSA-stereo |  | 11.44 416 | 2.03 356 | 10.92 380 | 5.90 296 | 1.78 225 | 12.05 333 | 4.17 306 | 36.77 522 | 49.15 550 | 18.17 367 | 18.53 265 | 21.79 404 | 12.59 377 | 15.74 392 | 14.05 434 | 0.45 405 | 0.39 442 | 0.28 414 | 0.29 414 | 0.98 420 | 2.81 494 |
|
IGEV_Zeroshot_test |  | 5.28 179 | 2.03 356 | 14.26 436 | 6.09 313 | 1.33 178 | 4.32 77 | 1.03 92 | 14.46 211 | 6.50 132 | 13.33 256 | 11.89 197 | 11.01 237 | 3.45 118 | 10.71 201 | 3.64 221 | 0.03 197 | 0.22 384 | 0.15 361 | 0.26 401 | 0.80 407 | 0.20 228 |
|
CroCo-Stereo Lap2 |  | 4.01 140 | 2.03 356 | 8.14 257 | 9.82 462 | 6.03 465 | 1.11 4 | 0.79 72 | 9.71 119 | 7.98 168 | 3.26 81 | 4.99 91 | 9.08 213 | 5.80 218 | 6.08 59 | 4.39 260 | 0.00 1 | 0.05 159 | 0.00 1 | 0.00 1 | 0.71 393 | 0.30 287 |
|
DAS |  | 10.80 407 | 2.03 356 | 13.96 428 | 9.01 436 | 6.23 472 | 14.67 387 | 7.38 414 | 21.59 333 | 32.58 463 | 18.67 382 | 28.13 385 | 19.20 382 | 17.08 460 | 16.54 418 | 7.31 329 | 0.58 428 | 0.01 29 | 0.29 418 | 0.01 149 | 0.47 321 | 0.20 228 |
|
SepStereo |  | 11.34 414 | 2.03 356 | 13.96 428 | 9.01 436 | 6.23 472 | 14.67 387 | 7.38 414 | 21.59 333 | 32.58 463 | 18.67 382 | 28.13 385 | 19.20 382 | 17.08 460 | 27.36 517 | 7.31 329 | 0.58 428 | 0.01 29 | 0.29 418 | 0.01 149 | 0.47 321 | 0.20 228 |
|
FE-Mocha |  | 4.54 150 | 2.08 362 | 9.99 355 | 4.36 168 | 2.16 255 | 4.76 109 | 0.81 73 | 13.59 196 | 4.81 84 | 13.39 258 | 11.04 186 | 11.38 244 | 3.45 118 | 5.97 57 | 2.12 131 | 0.03 197 | 0.14 333 | 0.14 354 | 0.38 448 | 0.12 118 | 0.18 210 |
|
HH |  | 5.47 188 | 2.08 362 | 9.00 302 | 4.88 204 | 1.07 142 | 4.93 122 | 3.60 290 | 16.68 259 | 6.83 140 | 8.39 176 | 12.14 199 | 15.05 312 | 9.06 298 | 12.68 312 | 1.93 103 | 0.02 169 | 0.17 350 | 0.18 375 | 0.00 1 | 0.28 221 | 0.48 346 |
|
HanStereo |  | 5.47 188 | 2.08 362 | 9.00 302 | 4.88 204 | 1.07 142 | 4.93 122 | 3.60 290 | 16.68 259 | 6.83 140 | 8.39 176 | 12.14 199 | 15.05 312 | 9.06 298 | 12.68 312 | 1.93 103 | 0.02 169 | 0.17 350 | 0.18 375 | 0.00 1 | 0.28 221 | 0.48 346 |
|
MMNet |  | 12.97 449 | 2.08 362 | 12.74 405 | 6.98 370 | 6.27 476 | 26.39 514 | 4.73 322 | 23.10 354 | 41.79 518 | 25.48 480 | 32.29 455 | 21.09 399 | 17.79 468 | 19.52 455 | 17.90 467 | 0.19 310 | 0.07 221 | 0.10 320 | 0.00 1 | 0.37 284 | 0.59 367 |
|
rvit_stereo_0080 |  | 3.98 137 | 2.11 366 | 7.62 228 | 3.68 116 | 1.90 239 | 4.16 66 | 7.60 419 | 9.69 117 | 8.13 172 | 5.08 138 | 7.39 134 | 6.27 161 | 4.44 158 | 6.73 75 | 3.92 240 | 0.20 318 | 0.01 29 | 0.00 1 | 0.00 1 | 0.55 354 | 0.12 145 |
|
whm_eth |  | 3.98 137 | 2.11 366 | 7.62 228 | 3.68 116 | 1.90 239 | 4.16 66 | 7.60 419 | 9.69 117 | 8.13 172 | 5.08 138 | 7.39 134 | 6.27 161 | 4.44 158 | 6.73 75 | 3.92 240 | 0.20 318 | 0.01 29 | 0.00 1 | 0.00 1 | 0.55 354 | 0.12 145 |
|
hitnet-ft |   | 12.04 429 | 2.11 366 | 6.14 163 | 7.27 383 | 3.90 345 | 25.98 509 | 3.56 286 | 22.56 346 | 23.74 375 | 20.55 414 | 33.81 476 | 31.59 491 | 18.67 481 | 19.47 454 | 17.20 460 | 0.42 400 | 1.36 522 | 0.35 427 | 0.07 279 | 1.11 429 | 0.86 410 |
|
UCFNet_RVC |  | 9.48 358 | 2.12 369 | 4.89 98 | 7.03 371 | 3.78 338 | 16.05 413 | 6.37 379 | 28.25 413 | 20.00 327 | 15.93 313 | 23.07 332 | 25.21 445 | 12.79 379 | 12.57 311 | 8.01 354 | 0.07 262 | 0.04 128 | 1.17 494 | 0.23 381 | 1.31 443 | 0.69 385 |
|
SGM_RVC |   | 19.52 515 | 2.12 369 | 6.79 192 | 6.59 346 | 1.33 178 | 38.20 561 | 15.74 526 | 38.13 534 | 34.07 472 | 45.71 572 | 41.91 529 | 51.41 579 | 38.10 564 | 38.77 567 | 27.80 536 | 0.61 438 | 0.36 439 | 0.51 444 | 0.33 434 | 1.03 423 | 0.90 414 |
Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
IIG-Stereo |  | 7.41 289 | 2.13 371 | 8.55 278 | 10.02 470 | 1.76 221 | 6.82 239 | 1.53 129 | 17.17 266 | 15.84 280 | 18.74 384 | 20.30 290 | 18.01 366 | 8.39 285 | 12.89 323 | 5.22 288 | 0.27 355 | 0.03 112 | 0.03 219 | 0.00 1 | 0.16 145 | 0.30 287 |
|
RAFT |  | 8.51 325 | 2.16 372 | 8.93 292 | 8.14 417 | 0.81 114 | 12.63 344 | 8.49 431 | 16.34 252 | 15.56 274 | 22.31 441 | 18.99 270 | 19.29 384 | 11.39 349 | 17.57 429 | 6.05 307 | 0.01 104 | 0.19 363 | 0.27 407 | 0.02 184 | 0.64 381 | 0.45 339 |
|
StereoVision |  | 7.21 284 | 2.17 373 | 9.29 319 | 9.43 447 | 3.91 347 | 5.09 140 | 1.91 187 | 20.04 312 | 17.37 296 | 8.57 180 | 29.59 407 | 11.08 239 | 6.76 254 | 12.44 301 | 4.71 268 | 0.54 424 | 0.05 159 | 0.16 368 | 0.03 205 | 0.82 409 | 0.30 287 |
|
LL-Strereo2 |  | 5.54 198 | 2.17 373 | 9.12 313 | 5.65 271 | 2.54 279 | 6.48 223 | 2.27 217 | 15.08 223 | 7.79 167 | 10.99 207 | 10.26 174 | 15.94 325 | 3.50 124 | 13.25 339 | 3.63 220 | 0.00 1 | 0.13 317 | 1.34 504 | 0.10 307 | 0.30 236 | 0.19 223 |
|
ADLNet2 |  | 12.44 438 | 2.17 373 | 12.84 407 | 9.17 441 | 5.82 458 | 20.00 464 | 10.13 462 | 32.53 476 | 36.22 491 | 18.62 381 | 19.39 274 | 21.96 405 | 17.07 459 | 21.43 484 | 19.42 474 | 0.24 343 | 0.15 339 | 0.06 267 | 0.08 283 | 0.86 413 | 0.57 363 |
|
CFNet-ft |   | 9.87 376 | 2.18 376 | 5.49 129 | 7.45 393 | 5.25 423 | 15.76 408 | 5.98 360 | 21.89 339 | 21.87 351 | 14.96 281 | 30.02 413 | 25.68 449 | 13.68 395 | 12.46 304 | 10.94 406 | 0.08 265 | 0.06 194 | 1.83 510 | 0.22 372 | 1.09 426 | 0.43 331 |
|
CFNet_RVC |  | 9.87 376 | 2.18 376 | 5.49 129 | 7.45 393 | 5.25 423 | 15.76 408 | 5.98 360 | 21.89 339 | 21.87 351 | 14.96 281 | 30.02 413 | 25.68 449 | 13.68 395 | 12.46 304 | 10.94 406 | 0.08 265 | 0.06 194 | 1.83 510 | 0.22 372 | 1.09 426 | 0.43 331 |
|
ADLNet |  | 12.34 436 | 2.22 378 | 10.14 361 | 8.38 424 | 6.78 487 | 17.56 444 | 9.05 436 | 33.21 485 | 26.28 404 | 27.06 495 | 26.01 360 | 26.80 456 | 13.76 398 | 16.99 424 | 18.74 470 | 0.24 343 | 0.39 442 | 0.23 399 | 0.10 307 | 0.64 381 | 2.16 484 |
|
MLCV |  | 9.32 351 | 2.22 378 | 12.55 403 | 5.22 246 | 1.32 176 | 13.79 365 | 1.35 111 | 21.14 329 | 23.65 371 | 21.91 438 | 31.37 436 | 17.14 348 | 7.57 267 | 16.00 406 | 10.18 393 | 0.22 329 | 0.01 29 | 0.03 219 | 0.02 184 | 0.40 297 | 0.29 284 |
|
AIO-test2 |  | 7.01 273 | 2.23 380 | 6.87 195 | 8.42 425 | 5.28 429 | 9.03 276 | 5.32 335 | 25.92 384 | 23.54 367 | 6.78 156 | 20.55 293 | 5.25 138 | 3.58 128 | 9.56 163 | 2.50 155 | 3.96 536 | 0.04 128 | 0.03 219 | 0.47 464 | 0.56 360 | 0.33 299 |
|
GCAP-BAT |  | 4.57 154 | 2.24 381 | 7.50 223 | 3.14 70 | 4.24 366 | 5.93 198 | 1.88 182 | 9.03 107 | 5.80 118 | 13.03 247 | 12.47 204 | 8.46 204 | 2.89 104 | 11.02 219 | 2.94 183 | 0.00 1 | 0.12 303 | 0.01 180 | 0.28 410 | 0.05 52 | 0.28 278 |
|
test_sample7 |  | 10.45 393 | 2.24 381 | 9.90 349 | 5.32 253 | 2.01 248 | 14.98 391 | 7.44 416 | 28.75 417 | 23.91 378 | 24.38 466 | 21.03 304 | 24.64 436 | 17.82 470 | 13.58 350 | 9.82 384 | 0.59 432 | 0.87 508 | 0.39 434 | 0.12 320 | 0.66 387 | 0.47 342 |
|
raft_robust |  | 7.97 310 | 2.26 383 | 6.75 187 | 5.83 287 | 0.72 99 | 5.57 165 | 0.84 75 | 33.59 487 | 34.21 475 | 18.17 367 | 19.88 283 | 6.50 167 | 5.62 210 | 15.33 381 | 2.83 177 | 0.03 197 | 0.23 391 | 0.00 1 | 0.37 446 | 0.32 258 | 0.39 318 |
|
NINENet |  | 10.74 403 | 2.29 384 | 10.44 367 | 8.03 414 | 5.09 413 | 17.62 448 | 2.79 251 | 38.69 538 | 33.24 468 | 18.35 375 | 26.31 366 | 14.49 302 | 9.40 308 | 15.88 398 | 10.57 399 | 0.41 396 | 0.21 374 | 0.29 418 | 0.00 1 | 0.42 303 | 0.23 251 |
|
DStereoRT |  | 14.31 467 | 2.30 385 | 10.03 360 | 10.45 480 | 5.01 409 | 18.36 451 | 6.38 380 | 27.11 399 | 26.47 407 | 15.77 308 | 24.40 343 | 10.48 230 | 14.62 423 | 17.08 425 | 9.45 382 | 1.32 498 | 0.51 476 | 57.89 598 | 25.93 588 | 0.56 360 | 2.01 476 |
|
GANet-ADL |  | 8.36 321 | 2.31 386 | 8.44 272 | 7.39 390 | 2.65 287 | 12.58 343 | 5.24 333 | 29.55 433 | 25.24 391 | 14.19 269 | 16.70 243 | 17.07 346 | 6.91 257 | 10.65 198 | 6.26 313 | 0.38 382 | 0.39 442 | 0.10 320 | 0.12 320 | 0.75 404 | 0.28 278 |
|
CFNet |  | 10.67 399 | 2.33 387 | 8.90 291 | 6.66 353 | 4.09 360 | 16.05 413 | 4.26 311 | 30.44 446 | 31.01 443 | 18.53 379 | 26.48 369 | 23.69 427 | 13.68 395 | 15.27 379 | 10.59 401 | 0.05 232 | 0.02 79 | 0.44 436 | 0.05 250 | 0.73 398 | 0.23 251 |
|
ACRE |  | 7.07 277 | 2.38 388 | 13.26 413 | 7.36 387 | 4.86 396 | 10.28 290 | 4.40 312 | 15.51 235 | 13.69 248 | 17.22 345 | 19.23 272 | 8.00 196 | 4.20 147 | 10.64 197 | 8.50 366 | 0.33 369 | 0.32 430 | 0.03 219 | 0.14 331 | 0.37 284 | 0.77 400 |
|
rvit_stereo_0081_aga |  | 3.72 126 | 2.39 389 | 8.60 282 | 5.27 249 | 2.99 310 | 5.02 130 | 1.94 192 | 8.12 89 | 6.24 127 | 6.74 153 | 6.85 127 | 5.85 151 | 3.28 114 | 7.31 87 | 3.04 193 | 0.02 169 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 368 | 0.22 243 |
|
ssnet_v2 |  | 13.23 454 | 2.43 390 | 11.25 382 | 7.34 385 | 2.92 305 | 23.05 487 | 12.95 497 | 35.93 515 | 32.92 467 | 21.23 432 | 25.38 354 | 28.81 466 | 15.22 435 | 22.57 491 | 19.81 478 | 0.18 306 | 0.08 244 | 0.19 383 | 0.05 250 | 1.24 437 | 1.06 431 |
|
CIPLG |  | 7.15 280 | 2.44 391 | 12.82 406 | 7.38 388 | 4.93 400 | 10.51 295 | 4.56 318 | 15.17 227 | 13.25 243 | 17.45 350 | 19.75 281 | 8.42 202 | 4.60 171 | 11.41 244 | 8.31 361 | 0.33 369 | 0.32 430 | 0.03 219 | 0.14 331 | 0.37 284 | 0.72 392 |
|
SGM-ForestM |  | 23.72 548 | 2.44 391 | 9.13 315 | 7.43 391 | 2.25 260 | 44.80 573 | 19.11 549 | 44.90 571 | 49.97 556 | 50.74 579 | 51.18 564 | 62.06 592 | 45.83 580 | 44.96 579 | 33.88 554 | 1.00 483 | 0.84 505 | 0.78 467 | 0.62 479 | 1.29 440 | 1.11 433 |
|
AASNet |  | 12.49 440 | 2.46 393 | 10.49 368 | 9.82 462 | 6.86 488 | 17.33 440 | 6.73 396 | 41.09 552 | 37.86 500 | 22.53 445 | 29.11 395 | 16.68 337 | 13.48 393 | 14.54 373 | 17.87 466 | 0.20 318 | 0.02 79 | 0.78 467 | 0.05 250 | 1.18 432 | 0.76 397 |
|
MyStereo8 |  | 7.13 278 | 2.48 394 | 10.86 378 | 6.81 364 | 4.98 405 | 10.73 300 | 1.42 115 | 14.58 216 | 9.73 198 | 15.75 306 | 23.16 333 | 12.17 264 | 7.96 279 | 9.85 171 | 10.21 395 | 0.04 213 | 0.19 363 | 0.08 289 | 0.21 369 | 0.58 366 | 0.82 403 |
|
IPLGR_C |  | 7.16 281 | 2.48 394 | 12.98 409 | 7.52 397 | 4.91 399 | 10.56 296 | 4.59 320 | 15.63 240 | 14.12 252 | 17.42 348 | 18.87 268 | 8.00 196 | 4.59 170 | 10.76 204 | 8.81 370 | 0.32 367 | 0.32 430 | 0.03 219 | 0.13 325 | 0.36 277 | 0.76 397 |
|
GEStereo_RVC |  | 12.81 446 | 2.49 396 | 13.64 423 | 9.68 458 | 4.97 403 | 18.16 450 | 11.30 480 | 31.26 456 | 47.47 543 | 19.84 401 | 26.97 374 | 19.03 378 | 13.19 387 | 20.14 466 | 14.86 442 | 0.83 469 | 0.51 476 | 0.10 320 | 0.13 325 | 0.54 350 | 0.99 425 |
|
RALAANet |  | 6.49 244 | 2.49 396 | 9.69 342 | 7.09 375 | 4.98 405 | 6.23 212 | 1.68 143 | 19.90 311 | 14.26 255 | 15.04 285 | 14.56 217 | 12.69 268 | 4.38 153 | 12.91 325 | 3.07 196 | 0.02 169 | 0.07 221 | 0.00 1 | 0.10 307 | 0.51 342 | 0.15 184 |
|
Hybrid-DGEV-2 |  | 8.17 315 | 2.51 398 | 8.34 262 | 8.55 428 | 1.17 158 | 11.10 314 | 1.08 94 | 30.90 451 | 27.91 416 | 12.92 242 | 15.67 229 | 11.91 254 | 14.50 420 | 11.71 262 | 4.55 264 | 0.05 232 | 0.08 244 | 0.00 1 | 0.05 250 | 0.28 221 | 0.13 159 |
|
TestStereo |  | 6.02 228 | 2.55 399 | 7.33 219 | 5.57 267 | 1.68 214 | 6.05 209 | 1.78 169 | 13.73 202 | 16.40 286 | 10.87 206 | 23.79 338 | 9.00 211 | 5.63 211 | 11.26 238 | 3.96 243 | 0.09 267 | 0.01 29 | 0.00 1 | 0.00 1 | 0.69 388 | 0.01 3 |
|
Former-RAFT_DAM_RVC |  | 4.69 159 | 2.56 400 | 8.72 287 | 4.26 160 | 3.52 332 | 9.22 280 | 1.48 117 | 13.54 194 | 18.88 317 | 7.47 168 | 7.08 130 | 2.04 75 | 2.24 78 | 9.66 166 | 2.27 141 | 0.05 232 | 0.02 79 | 0.07 279 | 0.00 1 | 0.53 348 | 0.21 236 |
|
LoS_RVC |  | 3.72 126 | 2.57 401 | 3.90 49 | 4.27 161 | 7.61 507 | 5.39 152 | 2.90 257 | 7.29 71 | 3.84 65 | 3.67 95 | 10.20 171 | 3.66 98 | 4.48 162 | 6.19 63 | 2.14 132 | 0.01 104 | 0.03 112 | 0.00 1 | 0.00 1 | 0.06 57 | 6.15 535 |
|
OMP-Stereo |  | 6.93 270 | 2.57 401 | 9.03 308 | 10.63 485 | 1.72 216 | 4.89 119 | 1.91 187 | 17.84 276 | 15.56 274 | 16.69 333 | 14.16 215 | 17.70 359 | 7.33 264 | 12.93 326 | 4.83 277 | 0.24 343 | 0.03 112 | 0.06 267 | 0.02 184 | 0.19 162 | 0.39 318 |
|
CBFPSM |  | 12.42 437 | 2.59 403 | 28.96 522 | 4.74 191 | 3.20 315 | 22.33 480 | 16.31 531 | 21.13 328 | 21.03 337 | 21.04 427 | 27.81 381 | 30.24 481 | 15.99 445 | 14.59 374 | 14.80 439 | 0.04 213 | 0.49 470 | 0.10 320 | 0.16 342 | 0.51 342 | 2.34 488 |
|
DN-CSS_ROB |  | 8.17 315 | 2.59 403 | 14.14 432 | 6.11 317 | 3.22 316 | 6.31 218 | 3.53 284 | 22.92 353 | 20.59 331 | 16.66 331 | 30.05 415 | 9.31 215 | 7.95 278 | 13.49 345 | 4.78 271 | 0.72 450 | 0.00 1 | 0.45 438 | 0.00 1 | 0.54 350 | 0.09 113 |
|
HGLStereo |  | 12.72 445 | 2.66 405 | 12.34 399 | 9.93 466 | 7.55 504 | 16.16 421 | 7.45 417 | 31.48 460 | 27.01 410 | 20.01 404 | 35.31 484 | 26.98 461 | 18.90 482 | 17.87 432 | 18.90 472 | 0.33 369 | 0.16 348 | 0.07 279 | 0.05 250 | 0.48 323 | 0.70 389 |
|
rvit_stereo_ft |  | 4.73 162 | 2.68 406 | 9.30 320 | 11.34 505 | 2.74 293 | 4.18 70 | 8.45 429 | 9.77 120 | 9.90 202 | 4.04 108 | 6.26 118 | 6.73 170 | 4.72 180 | 8.99 146 | 5.03 282 | 0.01 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 221 | 0.09 113 |
|
rvit_0105_6 |  | 5.74 213 | 2.76 407 | 14.29 438 | 9.83 464 | 1.73 217 | 5.18 142 | 5.24 333 | 10.21 130 | 20.31 328 | 6.26 150 | 6.78 122 | 10.10 226 | 6.43 241 | 11.20 236 | 3.33 211 | 0.18 306 | 0.29 422 | 0.00 1 | 0.00 1 | 0.51 342 | 0.14 167 |
|
StereoDRNet-Refined |  | 13.36 459 | 2.80 408 | 10.82 376 | 7.94 411 | 3.10 311 | 18.95 457 | 4.45 315 | 28.47 415 | 29.65 428 | 29.11 509 | 41.47 525 | 24.44 433 | 17.64 466 | 23.34 496 | 21.66 489 | 0.16 299 | 0.07 221 | 0.53 446 | 0.32 430 | 0.77 406 | 1.64 461 |
Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
rvit_0105_4 |  | 6.69 253 | 2.81 409 | 15.46 451 | 10.22 476 | 1.58 202 | 5.99 200 | 5.81 353 | 13.77 205 | 23.65 371 | 7.16 166 | 9.46 158 | 12.64 266 | 7.78 273 | 12.03 274 | 3.83 235 | 0.19 310 | 0.47 465 | 0.00 1 | 0.01 149 | 0.60 369 | 0.37 312 |
|
gwcnet-sp |  | 9.81 373 | 2.82 410 | 13.47 420 | 5.99 303 | 4.27 369 | 16.20 423 | 5.91 355 | 25.55 377 | 24.34 384 | 21.01 424 | 20.69 295 | 15.22 314 | 14.96 428 | 14.50 370 | 9.97 388 | 0.05 232 | 0.15 339 | 0.02 201 | 0.08 283 | 0.49 332 | 0.51 352 |
|
scenet |  | 9.81 373 | 2.82 410 | 13.47 420 | 5.99 303 | 4.27 369 | 16.20 423 | 5.91 355 | 25.55 377 | 24.34 384 | 21.01 424 | 20.69 295 | 15.22 314 | 14.96 428 | 14.50 370 | 9.97 388 | 0.05 232 | 0.15 339 | 0.02 201 | 0.08 283 | 0.49 332 | 0.51 352 |
|
ssnet |  | 9.81 373 | 2.82 410 | 13.47 420 | 5.99 303 | 4.27 369 | 16.20 423 | 5.91 355 | 25.55 377 | 24.34 384 | 21.01 424 | 20.69 295 | 15.22 314 | 14.96 428 | 14.50 370 | 9.97 388 | 0.05 232 | 0.15 339 | 0.02 201 | 0.08 283 | 0.49 332 | 0.51 352 |
|
AACVNet |  | 10.58 397 | 2.86 413 | 9.78 346 | 8.95 435 | 3.30 319 | 10.80 304 | 4.78 324 | 22.37 345 | 12.55 230 | 27.50 499 | 29.84 410 | 30.06 480 | 15.99 445 | 19.10 449 | 11.60 414 | 0.40 394 | 0.18 356 | 0.22 395 | 0.03 205 | 0.62 374 | 0.73 393 |
|
CRFU-Net |  | 12.56 442 | 2.89 414 | 11.77 391 | 8.18 418 | 5.80 457 | 24.84 497 | 10.46 473 | 24.56 367 | 13.12 238 | 30.06 517 | 29.37 398 | 29.09 467 | 19.64 486 | 19.96 461 | 18.53 469 | 0.82 467 | 0.48 467 | 0.27 407 | 0.15 339 | 0.53 348 | 0.68 383 |
|
CBMV_ROB |  | 11.77 425 | 2.89 414 | 6.92 198 | 5.20 242 | 2.88 299 | 14.12 371 | 4.79 326 | 26.69 395 | 29.84 434 | 26.17 488 | 31.92 447 | 23.61 426 | 20.74 493 | 20.20 469 | 10.18 393 | 1.78 507 | 1.80 532 | 2.17 518 | 1.26 514 | 1.61 451 | 0.55 358 |
|
iResNetv2_ROB |  | 12.00 428 | 2.91 416 | 13.46 419 | 5.82 285 | 3.73 337 | 13.15 354 | 6.45 383 | 34.15 494 | 36.02 488 | 25.25 476 | 33.81 476 | 29.79 476 | 14.24 412 | 13.61 352 | 6.10 311 | 0.21 323 | 0.02 79 | 0.12 337 | 0.00 1 | 0.82 409 | 0.25 265 |
|
HITNet |  | 7.83 303 | 2.93 417 | 8.39 266 | 4.76 195 | 1.48 194 | 12.75 347 | 4.64 321 | 20.97 325 | 14.37 257 | 15.14 292 | 22.15 326 | 14.57 305 | 10.62 327 | 14.38 367 | 8.14 358 | 0.04 213 | 0.01 29 | 0.48 441 | 0.02 184 | 0.57 362 | 0.10 123 |
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 |
CSP-Net |  | 12.85 447 | 2.95 418 | 9.64 336 | 5.94 299 | 3.96 348 | 25.85 507 | 9.93 452 | 28.81 421 | 26.00 401 | 29.31 513 | 32.44 456 | 30.00 478 | 15.16 434 | 20.25 470 | 14.30 437 | 0.55 426 | 0.19 363 | 0.03 219 | 0.00 1 | 0.65 383 | 0.98 424 |
|
FAT-Stereo |  | 16.81 485 | 2.97 419 | 17.56 474 | 9.80 461 | 6.21 470 | 16.12 420 | 13.23 501 | 38.18 536 | 39.67 507 | 27.00 494 | 39.73 515 | 37.55 531 | 31.30 547 | 20.39 474 | 21.52 486 | 3.44 531 | 2.05 535 | 0.81 476 | 1.10 508 | 1.89 465 | 5.72 531 |
|
NVstereo2D |  | 15.15 472 | 2.97 419 | 16.28 462 | 9.23 444 | 7.56 505 | 30.03 530 | 9.53 447 | 42.80 562 | 42.72 523 | 15.11 288 | 27.03 376 | 23.16 419 | 16.93 456 | 24.28 501 | 15.45 446 | 3.07 529 | 0.43 454 | 1.44 506 | 0.61 478 | 6.74 533 | 7.60 554 |
|
DDVS |  | 10.70 400 | 3.00 421 | 11.95 394 | 6.84 366 | 3.80 341 | 15.73 407 | 2.83 255 | 23.57 358 | 17.37 296 | 20.98 423 | 29.89 411 | 31.40 490 | 8.70 290 | 19.22 452 | 13.19 423 | 0.74 456 | 1.53 527 | 0.07 279 | 0.21 369 | 0.84 411 | 2.11 478 |
|
DLCB_ROB |  | 13.35 458 | 3.00 421 | 9.12 313 | 9.43 447 | 5.68 449 | 21.80 477 | 10.12 461 | 29.19 427 | 29.92 435 | 27.71 500 | 31.45 444 | 32.37 497 | 19.50 485 | 19.02 446 | 16.73 457 | 0.22 329 | 0.04 128 | 0.38 433 | 0.06 269 | 0.49 332 | 0.85 409 |
|
stereogan |  | 18.62 509 | 3.07 423 | 16.31 463 | 13.04 519 | 9.99 537 | 35.74 554 | 9.09 438 | 38.17 535 | 45.27 539 | 24.39 469 | 41.24 522 | 39.93 542 | 25.46 518 | 31.29 534 | 24.33 514 | 1.80 508 | 0.91 512 | 2.71 528 | 0.75 489 | 5.15 524 | 3.70 508 |
|
LE_ROB |  | 22.93 544 | 3.07 423 | 14.02 430 | 7.70 403 | 2.86 298 | 31.99 542 | 17.35 540 | 28.10 411 | 67.19 600 | 70.51 602 | 55.61 579 | 49.07 573 | 47.62 582 | 24.76 506 | 36.49 560 | 0.35 376 | 0.20 367 | 0.27 407 | 0.55 474 | 0.48 323 | 0.44 335 |
|
iResNet |  | 10.26 389 | 3.10 425 | 15.72 455 | 7.35 386 | 2.13 252 | 13.86 368 | 7.07 406 | 22.80 351 | 28.01 417 | 20.10 408 | 30.40 419 | 16.79 338 | 11.06 339 | 14.46 369 | 10.29 398 | 0.39 391 | 0.05 159 | 0.00 1 | 0.07 279 | 0.73 398 | 0.73 393 |
|
AIO-Stereo-zeroshot |   | 7.16 281 | 3.12 426 | 14.04 431 | 4.74 191 | 6.89 491 | 6.58 230 | 0.68 61 | 21.97 343 | 9.36 197 | 10.84 205 | 17.38 245 | 17.36 355 | 9.24 302 | 12.45 303 | 4.44 261 | 0.04 213 | 0.24 402 | 0.10 320 | 1.00 504 | 1.36 445 | 1.43 452 |
|
rvit_0105_5 |  | 7.60 292 | 3.13 427 | 16.37 464 | 9.97 469 | 1.59 204 | 7.41 250 | 6.27 373 | 17.78 275 | 25.62 395 | 10.30 198 | 10.39 176 | 14.79 308 | 8.95 297 | 12.51 308 | 4.87 278 | 0.17 303 | 0.42 450 | 0.00 1 | 0.11 317 | 0.62 374 | 0.71 390 |
|
ARAFT |  | 8.50 324 | 3.19 428 | 16.58 466 | 5.52 266 | 0.91 126 | 12.13 334 | 11.20 478 | 17.19 267 | 18.28 311 | 18.40 378 | 16.33 239 | 17.10 347 | 8.58 286 | 18.56 440 | 5.00 281 | 0.11 277 | 0.04 128 | 0.00 1 | 0.00 1 | 0.55 354 | 0.25 265 |
|
sCroCo_RVC |  | 5.06 167 | 3.29 429 | 16.45 465 | 10.72 487 | 6.64 481 | 5.83 189 | 2.74 248 | 9.67 116 | 8.06 170 | 3.66 94 | 9.20 155 | 4.81 126 | 4.95 189 | 8.12 113 | 4.64 267 | 0.64 444 | 0.50 472 | 0.06 267 | 0.03 205 | 0.70 391 | 0.42 328 |
|
DMCA-RVC |   | 11.41 415 | 3.32 430 | 11.68 390 | 10.12 472 | 4.81 395 | 11.92 327 | 4.11 302 | 24.67 369 | 23.66 373 | 20.06 407 | 28.51 392 | 26.71 455 | 24.96 517 | 15.95 405 | 14.82 440 | 0.41 396 | 0.34 437 | 0.56 450 | 0.16 342 | 0.72 397 | 0.69 385 |
|
Replicate-Monster |  | 2.63 66 | 3.33 431 | 11.97 395 | 2.38 26 | 1.08 144 | 3.13 34 | 0.44 43 | 6.76 60 | 4.42 75 | 3.79 98 | 1.30 20 | 0.66 35 | 1.15 34 | 8.78 135 | 0.48 2 | 0.01 104 | 0.08 244 | 0.00 1 | 0.00 1 | 0.26 210 | 2.68 493 |
|
testlalala_base |  | 7.28 286 | 3.39 432 | 7.80 238 | 8.27 423 | 5.04 410 | 12.56 341 | 1.83 176 | 11.93 156 | 5.19 100 | 10.18 196 | 13.62 213 | 8.87 209 | 5.72 216 | 8.22 114 | 2.75 170 | 15.38 578 | 2.41 544 | 0.00 1 | 0.35 438 | 20.24 578 | 1.89 470 |
|
CVANet_RVC |  | 13.24 456 | 3.39 432 | 8.43 271 | 8.42 425 | 5.04 410 | 18.52 456 | 11.72 487 | 32.03 466 | 33.85 470 | 23.17 454 | 32.77 459 | 29.78 475 | 16.51 451 | 23.20 495 | 11.28 410 | 0.94 477 | 0.04 128 | 1.19 497 | 0.47 464 | 3.13 495 | 1.01 428 |
|
NLCA_NET_v2_RVC |  | 12.05 430 | 3.43 434 | 16.25 461 | 7.62 401 | 5.58 443 | 14.57 385 | 6.00 362 | 32.98 481 | 27.41 413 | 21.69 436 | 31.40 438 | 25.21 445 | 13.47 391 | 14.96 377 | 15.60 448 | 0.84 470 | 0.33 434 | 0.35 427 | 0.35 438 | 1.29 440 | 1.78 466 |
Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
Anonymous3 |  | 9.60 362 | 3.45 435 | 29.83 526 | 9.58 455 | 4.75 394 | 24.51 494 | 10.20 464 | 24.04 363 | 18.77 316 | 10.42 199 | 14.64 219 | 7.97 195 | 8.75 293 | 14.05 360 | 5.80 303 | 2.44 521 | 1.39 523 | 0.08 289 | 0.06 269 | 0.73 398 | 0.48 346 |
|
Select-FE |  | 7.63 296 | 3.47 436 | 20.76 501 | 6.30 328 | 3.70 335 | 4.03 63 | 0.92 81 | 18.82 296 | 5.95 120 | 12.56 233 | 23.32 334 | 19.63 389 | 12.90 383 | 13.98 359 | 3.39 214 | 0.09 267 | 0.51 476 | 0.05 249 | 0.70 485 | 0.29 229 | 1.21 444 |
|
LL-Strereo |  | 10.79 406 | 3.52 437 | 12.54 402 | 8.77 431 | 5.44 438 | 7.49 251 | 9.26 442 | 35.15 507 | 28.70 423 | 16.47 325 | 15.85 234 | 21.06 398 | 17.42 465 | 21.62 485 | 9.72 383 | 0.21 323 | 0.22 384 | 0.74 465 | 0.08 283 | 0.98 420 | 0.60 368 |
|
DFGA-Net |  | 9.06 340 | 3.56 438 | 17.96 482 | 5.71 280 | 3.89 344 | 10.76 301 | 3.08 263 | 25.17 373 | 29.50 424 | 16.21 318 | 18.47 264 | 9.49 219 | 6.31 238 | 15.80 394 | 12.54 417 | 0.05 232 | 0.00 1 | 0.06 267 | 0.09 296 | 1.76 460 | 0.83 404 |
|
AdaStereo |  | 10.22 387 | 3.63 439 | 9.14 317 | 9.15 440 | 3.24 318 | 15.79 410 | 5.39 343 | 31.94 464 | 25.42 393 | 18.39 377 | 26.47 368 | 19.44 385 | 9.50 310 | 16.60 419 | 8.59 367 | 0.44 403 | 0.05 159 | 0.40 435 | 0.00 1 | 0.57 362 | 0.16 192 |
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. |
CBMV |   | 13.69 463 | 3.63 439 | 8.02 252 | 5.93 298 | 2.69 288 | 22.57 483 | 12.44 494 | 29.81 436 | 31.57 448 | 31.20 523 | 33.79 475 | 31.04 485 | 17.41 464 | 25.28 508 | 14.11 435 | 0.71 448 | 0.60 487 | 0.60 453 | 0.11 317 | 1.11 429 | 1.13 436 |
Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
rvit_0105_3 |  | 9.23 344 | 3.67 441 | 17.68 478 | 11.75 508 | 1.89 237 | 9.37 283 | 8.48 430 | 18.68 292 | 30.64 440 | 15.02 284 | 14.72 220 | 17.87 363 | 9.94 319 | 15.66 390 | 6.54 316 | 0.36 378 | 0.43 454 | 0.01 180 | 0.41 455 | 0.50 338 | 1.01 428 |
|
Wz-Net-LNSev-Ref |  | 15.26 474 | 3.68 442 | 27.36 518 | 7.11 378 | 5.83 460 | 24.88 499 | 12.12 492 | 30.19 439 | 36.12 490 | 27.08 496 | 45.98 548 | 29.10 468 | 13.65 394 | 20.45 477 | 20.26 483 | 0.67 445 | 0.00 1 | 0.10 320 | 0.00 1 | 0.32 258 | 0.26 268 |
|
pmcnn |  | 14.59 468 | 3.68 442 | 19.78 494 | 6.83 365 | 4.51 387 | 21.27 474 | 14.67 513 | 27.37 403 | 30.54 438 | 27.09 497 | 40.19 517 | 38.71 535 | 18.53 479 | 17.70 430 | 19.27 473 | 0.84 470 | 0.09 258 | 0.00 1 | 0.00 1 | 0.48 323 | 0.31 295 |
|
RAFT + AFF |  | 10.27 390 | 3.77 444 | 17.13 468 | 10.24 477 | 4.97 403 | 13.08 352 | 11.52 484 | 25.69 380 | 25.80 396 | 14.72 276 | 16.12 237 | 19.16 381 | 11.35 348 | 16.24 413 | 9.04 377 | 0.30 363 | 1.46 525 | 0.66 459 | 0.20 367 | 2.03 472 | 1.94 473 |
|
AIO-Stereo-zeroshot1 |   | 7.76 301 | 3.78 445 | 19.59 490 | 5.04 213 | 10.79 544 | 5.87 197 | 1.85 179 | 19.52 306 | 7.33 160 | 14.18 267 | 21.16 307 | 16.50 334 | 5.97 224 | 13.73 354 | 3.79 232 | 0.04 213 | 0.17 350 | 0.04 239 | 1.30 515 | 2.45 477 | 2.15 483 |
|
TDLM |  | 12.98 451 | 3.78 445 | 9.77 345 | 10.75 490 | 4.94 401 | 16.10 417 | 14.08 508 | 35.05 505 | 31.87 450 | 22.36 442 | 26.51 371 | 26.09 453 | 14.97 431 | 24.73 505 | 13.11 422 | 1.05 487 | 0.05 159 | 1.21 498 | 0.27 407 | 1.83 462 | 1.00 427 |
|
NOSS_ROB |  | 10.99 410 | 3.81 447 | 6.88 196 | 6.69 355 | 2.30 263 | 16.06 415 | 10.94 474 | 30.06 437 | 32.41 461 | 16.10 316 | 18.72 267 | 22.78 417 | 14.21 411 | 17.52 428 | 8.62 369 | 2.35 516 | 1.84 533 | 3.32 536 | 1.57 520 | 2.06 473 | 1.52 457 |
|
DRN-Test |  | 15.88 477 | 3.83 448 | 14.70 445 | 9.96 468 | 8.02 517 | 28.93 527 | 14.65 512 | 42.34 557 | 38.25 503 | 28.18 504 | 34.31 480 | 29.22 470 | 18.35 476 | 20.01 462 | 22.68 502 | 0.37 381 | 0.41 446 | 0.46 439 | 0.28 410 | 1.28 439 | 1.34 446 |
|
GMStereo |   | 5.94 221 | 3.84 449 | 10.86 378 | 5.13 230 | 0.71 90 | 7.27 248 | 2.66 246 | 12.38 165 | 25.14 390 | 12.01 216 | 10.66 179 | 5.12 132 | 3.46 120 | 11.39 243 | 6.16 312 | 0.45 405 | 0.02 79 | 0.05 249 | 0.31 426 | 0.86 413 | 0.25 265 |
Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
rvit_stereo_0075_2 |  | 9.10 341 | 3.87 450 | 19.26 489 | 11.81 510 | 8.82 529 | 5.75 185 | 4.40 312 | 22.77 350 | 17.68 302 | 11.90 213 | 28.34 389 | 16.05 331 | 6.35 240 | 14.30 364 | 7.67 346 | 0.52 422 | 0.34 437 | 0.51 444 | 0.08 283 | 0.38 289 | 1.14 437 |
|
S-Stereo |  | 16.85 486 | 3.95 451 | 20.67 500 | 12.08 513 | 8.91 530 | 21.68 475 | 12.61 496 | 32.20 470 | 44.61 535 | 22.37 443 | 38.42 506 | 29.15 469 | 28.02 531 | 18.58 441 | 22.36 500 | 2.88 525 | 3.11 557 | 0.87 483 | 1.82 525 | 3.58 506 | 9.08 564 |
|
fast-acv-ft |  | 14.25 466 | 4.00 452 | 16.20 459 | 7.51 396 | 5.14 418 | 26.38 513 | 9.77 450 | 24.62 368 | 34.84 481 | 25.30 478 | 37.27 496 | 32.09 495 | 20.38 491 | 18.32 438 | 19.50 476 | 0.36 378 | 0.32 430 | 0.63 455 | 0.47 464 | 1.18 432 | 0.76 397 |
|
dd |  | 7.96 309 | 4.08 453 | 11.49 388 | 6.53 342 | 0.93 128 | 8.28 270 | 4.03 301 | 16.53 256 | 33.82 469 | 15.17 294 | 16.50 240 | 6.79 172 | 5.96 223 | 14.30 364 | 9.90 386 | 1.13 491 | 0.42 450 | 0.17 370 | 0.44 460 | 2.01 470 | 0.79 401 |
|
SACVNet |  | 13.38 460 | 4.08 453 | 11.41 387 | 11.67 507 | 5.79 456 | 17.28 439 | 9.39 443 | 32.77 478 | 22.29 355 | 28.11 503 | 33.35 468 | 32.48 498 | 21.86 497 | 19.75 457 | 10.28 397 | 1.00 483 | 0.48 467 | 0.85 479 | 0.29 414 | 1.31 443 | 3.08 500 |
|
LMCR-Stereo |   | 10.75 404 | 4.13 455 | 10.67 371 | 13.11 520 | 3.99 353 | 16.68 435 | 5.91 355 | 25.30 374 | 22.69 361 | 22.04 440 | 21.80 316 | 14.67 306 | 14.24 412 | 20.55 479 | 15.86 449 | 1.90 510 | 0.04 128 | 0.00 1 | 0.02 184 | 1.29 440 | 0.18 210 |
|
iinet-f |  | 13.51 461 | 4.29 456 | 45.90 559 | 6.01 306 | 3.96 348 | 21.00 471 | 13.40 503 | 27.40 405 | 21.12 339 | 21.11 429 | 30.72 423 | 21.49 402 | 16.96 457 | 15.33 381 | 19.50 476 | 0.12 282 | 0.42 450 | 0.09 301 | 0.05 250 | 0.89 416 | 0.39 318 |
|
WCMA_ROB |  | 20.02 522 | 4.30 457 | 19.72 493 | 9.47 452 | 7.00 493 | 32.71 546 | 13.99 507 | 31.97 465 | 32.48 462 | 41.51 562 | 52.00 567 | 44.09 558 | 36.14 559 | 32.43 536 | 24.29 513 | 6.19 551 | 2.79 553 | 1.09 491 | 1.10 508 | 3.95 509 | 3.13 505 |
|
GANet |  | 16.92 490 | 4.32 458 | 12.46 401 | 10.84 492 | 4.24 366 | 23.04 486 | 15.36 525 | 39.91 546 | 34.47 477 | 32.42 532 | 45.10 547 | 40.04 544 | 27.54 526 | 23.61 499 | 20.20 482 | 1.02 486 | 0.08 244 | 0.67 460 | 0.22 372 | 1.87 464 | 0.97 421 |
|
FADNet-RVC-Resample |  | 11.72 422 | 4.35 459 | 30.33 529 | 9.46 451 | 3.90 345 | 14.11 370 | 7.17 411 | 25.78 381 | 23.31 365 | 23.27 455 | 29.52 406 | 19.50 387 | 15.00 432 | 15.38 383 | 8.33 362 | 0.53 423 | 0.50 472 | 0.49 442 | 0.50 468 | 1.38 447 | 1.67 463 |
|
StereoDRNet |  | 15.30 475 | 4.47 460 | 14.35 440 | 10.71 486 | 8.69 524 | 25.02 502 | 11.03 475 | 39.66 543 | 35.62 486 | 29.17 510 | 28.81 393 | 34.05 514 | 17.80 469 | 18.80 443 | 23.77 507 | 0.41 396 | 0.30 424 | 0.15 361 | 0.14 331 | 1.64 454 | 1.42 451 |
|
DeepPruner_ROB |  | 10.77 405 | 4.56 461 | 13.13 410 | 6.37 332 | 4.28 374 | 10.14 289 | 6.86 400 | 36.42 519 | 19.59 321 | 17.87 358 | 27.37 378 | 23.19 420 | 12.26 367 | 19.09 448 | 10.23 396 | 1.05 487 | 0.48 467 | 0.23 399 | 0.15 339 | 0.89 416 | 1.17 439 |
|
ADCP+ |  | 18.16 505 | 4.61 462 | 32.94 533 | 9.31 445 | 10.23 539 | 28.87 525 | 11.69 486 | 33.43 486 | 36.49 492 | 29.28 512 | 40.49 518 | 24.18 432 | 24.61 512 | 33.89 540 | 35.33 557 | 0.25 349 | 0.40 445 | 2.00 513 | 1.17 510 | 2.16 474 | 1.87 469 |
|
Nwc_Net |  | 17.98 504 | 4.67 463 | 17.79 480 | 14.26 531 | 11.65 552 | 25.14 503 | 14.88 516 | 40.85 550 | 39.83 508 | 21.07 428 | 43.24 537 | 34.50 517 | 27.64 527 | 26.44 515 | 25.03 516 | 3.22 530 | 0.18 356 | 2.52 525 | 3.18 538 | 1.98 467 | 1.51 456 |
|
RYNet |  | 18.92 511 | 4.69 464 | 16.88 467 | 10.99 495 | 15.84 565 | 46.72 574 | 16.57 534 | 37.84 532 | 48.03 544 | 26.92 492 | 26.48 369 | 37.84 534 | 24.92 516 | 19.80 458 | 31.04 550 | 0.25 349 | 0.25 410 | 0.62 454 | 0.03 205 | 6.34 531 | 6.39 539 |
|
XPNet_ROB |  | 17.33 496 | 4.84 465 | 15.44 450 | 11.15 498 | 6.64 481 | 20.88 470 | 16.10 528 | 36.26 518 | 39.54 505 | 31.80 529 | 41.32 523 | 41.30 551 | 23.91 506 | 24.67 503 | 27.40 531 | 1.07 490 | 0.74 498 | 0.79 469 | 0.25 397 | 1.10 428 | 1.31 445 |
|
BEATNet_4x |  | 9.37 354 | 4.85 466 | 12.05 398 | 5.48 264 | 1.35 184 | 13.15 354 | 6.15 370 | 25.06 371 | 16.74 287 | 16.18 317 | 24.65 347 | 17.29 354 | 12.51 375 | 16.91 423 | 10.92 404 | 0.38 382 | 0.18 356 | 0.81 476 | 0.05 250 | 1.95 466 | 0.65 380 |
|
DualNet (step1) |  | 12.44 438 | 4.86 467 | 17.49 470 | 5.97 300 | 2.94 306 | 17.57 445 | 8.30 426 | 28.75 417 | 23.91 378 | 24.38 466 | 21.03 304 | 24.64 436 | 17.82 470 | 13.58 350 | 9.82 384 | 6.44 553 | 0.87 508 | 6.62 549 | 7.44 562 | 3.20 499 | 3.11 502 |
|
test_sample9 |  | 15.04 471 | 4.86 467 | 17.49 470 | 5.97 300 | 2.94 306 | 17.57 445 | 8.30 426 | 28.75 417 | 23.91 378 | 24.38 466 | 21.03 304 | 24.64 436 | 17.82 470 | 20.07 464 | 20.17 480 | 6.44 553 | 36.07 595 | 6.62 549 | 7.44 562 | 3.20 499 | 3.11 502 |
|
test_sample8 |  | 17.19 492 | 4.86 467 | 17.49 470 | 5.97 300 | 2.94 306 | 17.57 445 | 8.30 426 | 31.87 463 | 18.55 313 | 33.54 538 | 26.00 359 | 40.64 547 | 32.90 552 | 20.07 464 | 20.17 480 | 6.44 553 | 36.07 595 | 6.62 549 | 7.44 562 | 3.20 499 | 3.11 502 |
|
STTStereo |  | 12.97 449 | 4.88 470 | 26.57 516 | 7.54 398 | 5.41 435 | 13.43 358 | 6.49 386 | 30.53 447 | 26.35 406 | 25.14 475 | 31.43 439 | 32.00 494 | 14.12 408 | 16.01 407 | 14.83 441 | 0.29 361 | 0.31 427 | 0.67 460 | 1.08 507 | 1.21 434 | 1.11 433 |
|
RP |  | 17.58 497 | 4.92 471 | 15.27 449 | 15.44 542 | 11.95 554 | 21.05 472 | 11.75 488 | 27.64 406 | 45.09 538 | 22.99 452 | 42.05 530 | 39.39 540 | 27.74 529 | 25.54 509 | 22.33 499 | 5.45 546 | 0.59 486 | 4.33 538 | 1.62 522 | 3.53 505 | 2.86 497 |
|
edge stereo |  | 18.75 510 | 5.12 472 | 17.66 476 | 10.77 491 | 7.84 513 | 22.41 481 | 11.03 475 | 35.23 508 | 42.07 522 | 34.62 543 | 42.74 533 | 41.28 550 | 35.50 557 | 25.14 507 | 24.17 511 | 2.42 520 | 2.42 546 | 6.35 548 | 1.45 518 | 2.89 489 | 3.80 509 |
|
ACV-stereo |  | 11.65 420 | 5.15 473 | 28.84 519 | 6.80 363 | 3.33 321 | 20.38 467 | 6.59 392 | 21.03 326 | 20.57 330 | 17.67 355 | 20.95 303 | 26.81 457 | 16.69 452 | 20.19 468 | 13.26 424 | 0.72 450 | 1.11 516 | 0.15 361 | 0.09 296 | 0.65 383 | 2.13 479 |
|
FADNet_RVC |  | 11.94 427 | 5.17 474 | 39.74 546 | 6.44 336 | 3.46 328 | 11.42 318 | 4.17 306 | 29.16 426 | 26.89 409 | 17.97 361 | 25.96 358 | 13.41 289 | 15.67 441 | 15.84 397 | 13.54 428 | 0.90 476 | 0.75 500 | 0.55 448 | 1.20 511 | 3.65 508 | 2.85 495 |
|
SDNR |  | 16.15 480 | 5.23 475 | 28.92 521 | 5.73 282 | 6.05 468 | 56.85 589 | 3.26 266 | 23.18 355 | 29.73 429 | 20.62 417 | 36.48 490 | 13.59 293 | 16.97 458 | 18.43 439 | 13.44 427 | 10.56 569 | 13.84 585 | 3.10 533 | 0.44 460 | 7.80 539 | 8.81 562 |
|
GwcNet |   | 16.48 483 | 5.23 475 | 20.03 497 | 10.24 477 | 8.48 521 | 28.79 524 | 10.09 459 | 38.60 537 | 44.51 534 | 23.29 456 | 36.95 494 | 31.29 488 | 19.79 489 | 20.42 475 | 25.70 523 | 0.54 424 | 0.72 496 | 0.57 451 | 0.39 451 | 1.37 446 | 2.64 491 |
|
AANet_RVC |  | 13.16 452 | 5.34 477 | 10.83 377 | 8.20 420 | 4.44 384 | 14.13 372 | 9.46 445 | 28.78 420 | 37.67 498 | 23.44 457 | 37.47 498 | 23.48 424 | 15.83 444 | 22.39 490 | 16.63 456 | 1.67 504 | 0.86 506 | 0.24 402 | 0.02 184 | 0.63 377 | 1.60 459 |
|
PSMNet_ROB |  | 16.90 489 | 5.45 478 | 14.16 433 | 13.77 524 | 7.25 498 | 27.65 520 | 32.74 585 | 43.21 565 | 37.88 501 | 24.00 460 | 32.97 464 | 34.55 518 | 16.69 452 | 17.41 427 | 23.96 509 | 0.38 382 | 0.22 384 | 0.93 484 | 2.05 529 | 1.83 462 | 0.96 420 |
|
APVNet |  | 17.75 501 | 5.46 479 | 20.35 499 | 12.31 515 | 8.40 520 | 30.16 532 | 24.10 569 | 41.14 553 | 30.12 436 | 25.08 474 | 41.09 521 | 31.24 486 | 23.12 502 | 27.07 516 | 27.86 537 | 0.34 373 | 0.56 484 | 3.02 531 | 0.52 471 | 1.68 457 | 1.45 453 |
|
rvit_105_1 |  | 13.56 462 | 5.57 480 | 19.88 495 | 13.22 521 | 4.58 389 | 15.04 393 | 28.61 580 | 26.56 393 | 42.75 524 | 18.83 385 | 24.53 345 | 20.93 396 | 13.85 401 | 18.02 436 | 11.90 415 | 1.74 505 | 0.60 487 | 0.25 403 | 2.10 531 | 0.61 371 | 1.64 461 |
|
AF-Net |  | 18.38 508 | 5.60 481 | 14.21 435 | 15.95 543 | 10.78 543 | 22.26 479 | 10.45 469 | 35.39 509 | 50.22 558 | 24.71 470 | 37.77 499 | 41.55 552 | 29.24 537 | 29.11 526 | 26.67 525 | 4.35 541 | 0.06 194 | 4.56 540 | 0.90 494 | 2.42 476 | 1.38 449 |
|
YMNet |  | 15.91 478 | 5.68 482 | 21.74 503 | 10.94 493 | 8.77 526 | 25.22 504 | 9.21 439 | 32.22 471 | 31.35 444 | 33.81 541 | 38.84 508 | 34.00 511 | 17.83 473 | 19.95 459 | 21.57 487 | 0.87 473 | 1.30 518 | 1.22 500 | 0.91 497 | 1.64 454 | 1.18 441 |
|
YMNet_1 |  | 15.91 478 | 5.68 482 | 21.74 503 | 10.94 493 | 8.77 526 | 25.22 504 | 9.21 439 | 32.22 471 | 31.35 444 | 33.81 541 | 38.84 508 | 34.00 511 | 17.83 473 | 19.95 459 | 21.57 487 | 0.87 473 | 1.30 518 | 1.22 500 | 0.91 497 | 1.64 454 | 1.18 441 |
|
z-ln-s-r |  | 14.97 470 | 6.05 484 | 40.55 548 | 5.39 260 | 5.41 435 | 13.95 369 | 13.34 502 | 21.84 337 | 36.75 494 | 18.86 387 | 43.90 543 | 23.71 429 | 16.41 450 | 22.64 493 | 28.99 544 | 0.02 169 | 0.02 79 | 0.00 1 | 0.00 1 | 1.04 424 | 0.48 346 |
|
FINET |  | 15.49 476 | 6.08 485 | 24.99 511 | 8.12 416 | 7.69 508 | 21.80 477 | 22.35 560 | 33.76 490 | 48.27 545 | 25.99 484 | 32.27 454 | 19.48 386 | 16.83 455 | 19.07 447 | 16.38 455 | 1.37 499 | 0.70 495 | 0.95 485 | 0.27 407 | 2.61 481 | 0.90 414 |
|
NCC-stereo |  | 19.75 517 | 6.08 485 | 23.96 507 | 15.05 537 | 16.17 566 | 18.42 452 | 21.45 556 | 43.31 567 | 41.00 514 | 24.30 464 | 38.12 504 | 34.98 520 | 26.92 523 | 35.46 548 | 25.65 520 | 4.29 539 | 2.07 537 | 3.24 534 | 8.90 571 | 2.86 487 | 2.86 497 |
|
Abc-Net |  | 19.75 517 | 6.08 485 | 23.96 507 | 15.05 537 | 16.17 566 | 18.42 452 | 21.45 556 | 43.31 567 | 41.00 514 | 24.30 464 | 38.12 504 | 34.98 520 | 26.92 523 | 35.46 548 | 25.65 520 | 4.29 539 | 2.07 537 | 3.24 534 | 8.90 571 | 2.86 487 | 2.86 497 |
Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
TRStereo |  | 6.22 236 | 6.09 488 | 11.30 383 | 9.19 443 | 7.41 502 | 4.75 108 | 1.74 160 | 19.70 307 | 11.74 218 | 10.61 202 | 8.65 144 | 10.67 232 | 3.22 111 | 13.81 355 | 3.60 219 | 0.31 366 | 0.23 391 | 0.12 337 | 0.36 442 | 0.48 323 | 0.38 315 |
|
ADCL |  | 21.64 535 | 6.20 489 | 47.32 562 | 9.93 466 | 6.91 492 | 38.69 565 | 19.97 551 | 31.26 456 | 54.04 563 | 27.89 502 | 47.97 556 | 31.35 489 | 30.66 544 | 33.18 538 | 36.62 561 | 0.99 482 | 0.92 513 | 2.63 526 | 1.82 525 | 2.45 477 | 2.13 479 |
|
sAnonymous2 |  | 6.59 245 | 6.21 490 | 19.05 487 | 8.91 433 | 5.27 427 | 4.58 91 | 6.69 394 | 15.56 237 | 11.12 215 | 4.86 132 | 8.71 147 | 3.81 99 | 7.93 276 | 7.38 89 | 2.89 178 | 0.09 267 | 0.07 221 | 0.05 249 | 0.28 410 | 11.25 559 | 7.10 549 |
|
CroCo_RVC |  | 6.59 245 | 6.21 490 | 19.05 487 | 8.91 433 | 5.27 427 | 4.58 91 | 6.69 394 | 15.56 237 | 11.12 215 | 4.86 132 | 8.71 147 | 3.81 99 | 7.93 276 | 7.38 89 | 2.89 178 | 0.09 267 | 0.07 221 | 0.05 249 | 0.28 410 | 11.25 559 | 7.10 549 |
|
SuperB |  | 17.60 499 | 6.22 492 | 56.40 580 | 7.91 410 | 5.07 412 | 19.70 463 | 9.03 435 | 24.87 370 | 50.15 557 | 26.25 489 | 39.13 510 | 17.61 358 | 20.84 494 | 22.28 489 | 25.31 519 | 0.70 446 | 0.31 427 | 1.10 492 | 0.71 486 | 16.58 573 | 1.86 467 |
|
NCCL2 |  | 17.23 493 | 6.37 493 | 14.30 439 | 23.45 567 | 7.18 497 | 24.16 492 | 17.05 538 | 34.39 499 | 25.88 397 | 31.55 525 | 38.01 502 | 42.09 554 | 26.81 522 | 20.94 482 | 22.69 503 | 0.45 405 | 0.23 391 | 2.63 526 | 1.80 524 | 2.02 471 | 2.57 489 |
|
NaN_ROB |  | 16.51 484 | 6.51 494 | 16.22 460 | 10.53 484 | 4.64 392 | 31.76 540 | 17.78 542 | 37.00 526 | 43.37 528 | 29.68 515 | 31.29 435 | 32.67 503 | 20.32 490 | 28.00 523 | 16.06 451 | 0.38 382 | 0.41 446 | 0.32 424 | 0.41 455 | 0.87 415 | 1.94 473 |
|
Wz-Net-MNSev |  | 18.98 512 | 6.53 495 | 33.16 535 | 10.15 473 | 7.26 500 | 38.37 562 | 16.45 532 | 34.19 496 | 43.20 527 | 30.65 520 | 40.76 519 | 40.51 546 | 19.24 484 | 27.56 518 | 28.06 542 | 0.81 466 | 0.26 413 | 0.05 249 | 0.10 307 | 1.45 448 | 0.84 406 |
|
SANet |  | 20.96 525 | 6.60 496 | 29.81 525 | 8.83 432 | 3.19 314 | 31.27 539 | 20.56 553 | 41.86 556 | 56.09 576 | 39.30 557 | 43.62 539 | 44.95 560 | 31.93 549 | 27.83 519 | 23.67 506 | 0.94 477 | 0.52 479 | 0.99 487 | 0.42 457 | 4.72 518 | 2.03 477 |
|
TCMNet |  | 15.19 473 | 6.68 497 | 19.70 492 | 13.83 526 | 12.53 557 | 26.35 512 | 13.66 504 | 29.47 432 | 35.21 482 | 24.71 470 | 31.20 434 | 23.44 423 | 15.13 433 | 18.97 445 | 22.59 501 | 1.13 491 | 0.65 491 | 2.04 514 | 0.97 502 | 3.18 496 | 2.31 487 |
|
ADCRef |  | 17.30 494 | 6.73 498 | 42.01 554 | 10.11 471 | 8.78 528 | 26.61 515 | 10.45 469 | 31.29 458 | 32.75 466 | 31.19 522 | 41.62 528 | 18.47 373 | 19.78 488 | 24.29 502 | 34.06 555 | 0.76 457 | 0.42 450 | 2.16 517 | 1.79 523 | 1.23 436 | 1.56 458 |
|
Anonymous_2 |  | 14.95 469 | 6.75 499 | 17.63 475 | 5.45 263 | 7.10 495 | 26.19 510 | 11.58 485 | 18.06 284 | 17.30 294 | 17.61 354 | 15.47 228 | 23.33 422 | 20.95 495 | 20.55 479 | 14.63 438 | 11.05 573 | 12.86 584 | 11.27 568 | 25.12 587 | 11.32 561 | 4.82 526 |
|
MeshStereo |   | 22.27 539 | 6.87 500 | 11.15 381 | 7.69 402 | 4.87 397 | 37.70 559 | 13.06 499 | 41.64 555 | 36.95 495 | 50.92 580 | 53.41 572 | 58.12 584 | 41.93 575 | 37.73 563 | 27.62 535 | 2.52 522 | 2.37 543 | 2.99 530 | 2.07 530 | 3.09 493 | 2.60 490 |
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 |
PA-Net |  | 16.29 481 | 6.88 501 | 27.34 517 | 9.88 465 | 11.12 546 | 21.77 476 | 28.15 579 | 32.06 467 | 39.49 504 | 19.99 403 | 27.91 382 | 23.50 425 | 20.59 492 | 20.25 470 | 24.04 510 | 0.24 343 | 2.26 542 | 0.22 395 | 4.59 551 | 1.13 431 | 4.48 522 |
Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
DEFOM-Stereo_RVC |  | 3.18 93 | 6.90 502 | 3.85 44 | 10.48 483 | 1.59 204 | 4.71 100 | 0.47 46 | 8.39 95 | 2.76 38 | 2.34 55 | 3.12 45 | 0.74 37 | 7.20 263 | 9.02 150 | 1.62 82 | 0.00 1 | 0.14 333 | 0.00 1 | 0.19 362 | 0.02 7 | 0.03 36 |
|
DPSNet |  | 24.40 554 | 6.97 503 | 33.14 534 | 11.16 499 | 6.54 479 | 53.33 583 | 43.32 594 | 51.28 585 | 59.37 586 | 30.89 521 | 39.36 511 | 40.35 545 | 34.30 556 | 32.57 537 | 25.09 517 | 4.65 544 | 1.62 529 | 0.37 431 | 0.66 482 | 8.51 547 | 4.44 521 |
|
LALA_ROB |  | 19.19 513 | 7.15 504 | 15.93 457 | 12.96 518 | 5.30 430 | 28.30 523 | 23.21 567 | 42.51 558 | 36.69 493 | 33.45 537 | 40.81 520 | 50.96 578 | 24.53 510 | 27.92 520 | 25.66 522 | 0.60 434 | 0.44 456 | 2.04 514 | 1.22 512 | 2.54 480 | 1.47 454 |
|
MSAF-DinoV2 |  | 20.61 523 | 7.35 505 | 24.41 509 | 11.43 506 | 4.88 398 | 30.12 531 | 16.70 535 | 39.67 544 | 54.27 565 | 22.75 448 | 32.01 449 | 48.05 572 | 30.44 543 | 37.52 561 | 40.45 574 | 0.72 450 | 0.50 472 | 0.44 436 | 1.23 513 | 4.64 516 | 4.54 523 |
|
PS-NSSS |  | 13.70 464 | 7.41 506 | 14.68 444 | 6.70 356 | 5.63 446 | 18.43 454 | 12.59 495 | 38.89 541 | 25.56 394 | 20.27 411 | 35.71 486 | 21.11 400 | 16.35 449 | 17.16 426 | 17.56 463 | 2.28 514 | 0.53 480 | 5.37 542 | 0.36 442 | 4.28 514 | 3.09 501 |
|
w-ln-seven-2 |  | 17.58 497 | 7.62 507 | 41.78 552 | 11.29 503 | 6.55 480 | 23.49 489 | 14.08 508 | 29.64 434 | 39.85 509 | 28.44 506 | 42.38 531 | 30.45 482 | 27.66 528 | 22.16 488 | 22.15 496 | 0.44 403 | 0.49 470 | 0.65 458 | 0.17 347 | 1.58 450 | 0.81 402 |
|
GMStereo_Zeroshot |   | 10.83 408 | 7.81 508 | 19.95 496 | 9.55 453 | 2.47 275 | 11.83 324 | 1.31 108 | 20.84 324 | 20.52 329 | 22.73 447 | 35.93 487 | 24.76 442 | 5.94 222 | 19.68 456 | 7.04 324 | 0.45 405 | 0.02 79 | 0.25 403 | 0.01 149 | 5.38 527 | 0.19 223 |
|
HBP-ISP |  | 12.52 441 | 7.82 509 | 8.47 275 | 7.57 400 | 4.27 369 | 12.56 341 | 6.42 382 | 28.68 416 | 29.56 425 | 21.11 429 | 35.69 485 | 15.85 323 | 18.42 477 | 20.44 476 | 11.00 408 | 3.03 527 | 2.63 548 | 7.09 558 | 3.97 547 | 3.58 506 | 2.27 486 |
|
DANet |  | 16.85 486 | 8.00 510 | 26.04 515 | 14.56 535 | 7.25 498 | 20.59 469 | 5.37 336 | 26.22 389 | 26.02 403 | 32.17 531 | 36.00 488 | 37.20 529 | 29.77 539 | 30.75 531 | 24.62 515 | 1.14 493 | 1.34 520 | 2.21 519 | 0.51 470 | 3.18 496 | 4.07 516 |
Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
G-Net |  | 21.25 530 | 8.24 511 | 37.97 543 | 15.14 540 | 9.26 533 | 50.87 580 | 16.80 537 | 27.96 408 | 30.54 438 | 38.92 554 | 42.93 536 | 33.27 505 | 32.17 550 | 27.99 522 | 25.25 518 | 4.40 542 | 3.83 565 | 3.60 537 | 0.97 502 | 7.91 542 | 6.95 546 |
|
PDISCO_ROB |  | 24.45 556 | 9.24 512 | 29.28 523 | 28.68 576 | 19.96 574 | 37.14 557 | 15.33 524 | 45.04 572 | 54.69 567 | 29.24 511 | 42.67 532 | 46.07 566 | 28.17 532 | 35.35 545 | 30.30 548 | 9.92 567 | 2.13 539 | 6.90 553 | 3.20 539 | 8.74 548 | 6.87 545 |
|
w-ln-seven |  | 21.04 527 | 9.30 513 | 55.15 578 | 11.32 504 | 9.98 536 | 30.27 533 | 18.05 544 | 37.06 527 | 55.12 572 | 36.70 549 | 43.26 538 | 33.73 510 | 22.90 500 | 22.63 492 | 29.52 545 | 0.39 391 | 0.18 356 | 0.85 479 | 0.16 342 | 2.75 484 | 1.47 454 |
|
RTSC |  | 19.64 516 | 9.36 514 | 31.06 531 | 10.99 495 | 6.24 474 | 28.10 522 | 10.14 463 | 37.50 531 | 58.34 583 | 31.74 527 | 36.70 492 | 32.50 500 | 21.03 496 | 36.00 556 | 37.24 566 | 1.23 496 | 0.44 456 | 0.12 337 | 0.31 426 | 1.98 467 | 1.69 464 |
|
ADCPNet |  | 21.93 536 | 9.38 515 | 57.92 581 | 11.76 509 | 6.88 490 | 36.03 555 | 18.44 546 | 32.80 479 | 35.93 487 | 32.91 536 | 43.80 542 | 39.21 539 | 26.99 525 | 31.14 533 | 36.94 563 | 2.05 512 | 2.67 550 | 2.30 521 | 3.45 542 | 4.22 513 | 3.82 510 |
|
CSAN |  | 21.34 532 | 9.45 516 | 23.34 506 | 20.99 560 | 4.95 402 | 32.57 544 | 34.26 586 | 38.83 540 | 49.95 555 | 36.97 551 | 39.72 514 | 44.97 561 | 31.73 548 | 26.05 510 | 23.94 508 | 1.52 502 | 0.47 465 | 0.85 479 | 1.43 517 | 2.73 483 | 2.14 482 |
|
ETE_ROB |  | 17.67 500 | 9.48 517 | 17.66 476 | 13.60 522 | 4.57 388 | 23.03 485 | 21.09 555 | 32.49 474 | 35.24 483 | 30.49 519 | 38.06 503 | 46.18 567 | 24.49 509 | 26.40 513 | 24.21 512 | 0.46 410 | 0.24 402 | 1.14 493 | 0.84 492 | 1.52 449 | 2.13 479 |
|
PWCDC_ROB |   | 17.80 502 | 9.62 518 | 18.38 483 | 17.95 549 | 7.74 509 | 24.61 496 | 5.56 348 | 34.41 500 | 52.79 561 | 29.66 514 | 50.20 563 | 20.63 393 | 19.69 487 | 29.85 530 | 20.87 484 | 6.18 550 | 0.26 413 | 0.10 320 | 0.05 250 | 5.36 526 | 2.00 475 |
|
MSMD_ROB |  | 22.90 543 | 9.64 519 | 14.76 446 | 17.46 548 | 9.88 535 | 34.94 551 | 18.83 547 | 33.67 489 | 37.47 496 | 40.97 561 | 59.80 584 | 45.93 565 | 38.34 566 | 31.74 535 | 23.24 505 | 6.22 552 | 3.58 562 | 8.78 562 | 11.03 577 | 6.76 534 | 5.06 529 |
|
z-mn7 |  | 21.05 528 | 9.91 520 | 45.96 560 | 11.27 502 | 5.23 421 | 33.41 548 | 15.27 522 | 35.65 512 | 57.07 579 | 26.62 491 | 53.08 569 | 32.21 496 | 24.80 515 | 35.65 551 | 30.93 549 | 0.49 414 | 0.25 410 | 0.55 448 | 0.11 317 | 1.62 452 | 0.90 414 |
|
SHD |  | 21.32 531 | 10.03 521 | 30.16 528 | 14.30 532 | 8.68 523 | 24.15 491 | 8.93 433 | 40.82 549 | 61.17 588 | 35.79 546 | 44.15 544 | 38.73 536 | 30.20 540 | 33.88 539 | 31.09 551 | 2.00 511 | 0.81 503 | 1.17 494 | 1.55 519 | 4.08 511 | 4.78 525 |
|
dad |  | 12.24 432 | 10.20 522 | 13.68 425 | 6.64 352 | 1.47 191 | 13.55 362 | 3.58 289 | 17.62 271 | 35.33 484 | 27.15 498 | 32.65 458 | 30.85 484 | 10.86 332 | 14.33 366 | 10.04 391 | 2.95 526 | 0.55 483 | 7.92 560 | 0.91 497 | 3.35 503 | 1.17 439 |
|
FBW_ROB |  | 21.00 526 | 10.23 523 | 22.72 505 | 13.71 523 | 6.77 486 | 30.49 537 | 16.46 533 | 44.58 570 | 43.57 530 | 44.25 570 | 39.59 513 | 43.27 557 | 26.12 520 | 33.96 541 | 21.80 491 | 2.58 523 | 1.84 533 | 7.14 559 | 2.78 536 | 4.00 510 | 4.06 515 |
|
psmorigin |  | 20.95 524 | 10.24 524 | 35.84 537 | 9.75 459 | 7.05 494 | 24.59 495 | 10.11 460 | 32.85 480 | 32.17 458 | 43.09 565 | 54.57 576 | 42.79 555 | 36.62 560 | 35.99 555 | 27.41 532 | 1.58 503 | 2.72 551 | 0.79 469 | 1.05 505 | 3.26 502 | 6.50 540 |
|
Syn2CoEx |  | 17.03 491 | 10.40 525 | 25.65 514 | 20.35 555 | 8.02 517 | 26.28 511 | 11.27 479 | 37.16 528 | 32.69 465 | 28.89 507 | 40.17 516 | 29.27 471 | 26.63 521 | 19.19 450 | 17.63 464 | 0.98 481 | 0.54 481 | 1.23 502 | 0.23 381 | 1.82 461 | 2.24 485 |
|
PWC_ROB |   | 18.37 507 | 10.55 526 | 25.19 512 | 10.21 475 | 6.29 477 | 23.75 490 | 4.79 326 | 35.93 515 | 48.75 549 | 32.56 533 | 44.46 546 | 34.68 519 | 24.78 514 | 30.99 532 | 25.72 524 | 1.38 501 | 0.08 244 | 1.57 507 | 0.26 401 | 2.18 475 | 3.17 507 |
|
Wz-Net-LNSev |  | 18.19 506 | 10.57 527 | 41.33 550 | 10.19 474 | 7.94 515 | 24.29 493 | 15.28 523 | 34.15 494 | 43.38 529 | 32.90 535 | 43.72 541 | 31.94 493 | 22.21 498 | 20.81 481 | 22.26 497 | 0.47 411 | 0.22 384 | 0.00 1 | 0.02 184 | 1.22 435 | 0.94 419 |
|
XX-TBD |  | 4.45 148 | 10.67 528 | 3.01 10 | 10.28 479 | 0.57 62 | 5.84 191 | 0.07 8 | 7.57 73 | 12.24 226 | 11.43 210 | 14.74 221 | 4.07 104 | 1.66 58 | 4.51 32 | 2.05 118 | 0.01 104 | 0.01 29 | 0.00 1 | 0.00 1 | 0.26 210 | 0.01 3 |
|
ADCMid |  | 22.76 542 | 10.75 529 | 41.73 551 | 11.23 500 | 7.97 516 | 27.26 518 | 19.18 550 | 35.44 511 | 38.02 502 | 40.23 559 | 46.38 551 | 36.56 527 | 42.70 576 | 38.20 565 | 40.75 575 | 1.77 506 | 1.43 524 | 3.05 532 | 3.81 545 | 4.96 520 | 3.82 510 |
|
MANE |  | 31.97 576 | 10.75 529 | 17.71 479 | 20.94 559 | 13.77 561 | 47.80 576 | 26.85 575 | 53.00 590 | 55.20 573 | 59.29 585 | 64.30 592 | 64.93 595 | 56.31 595 | 51.83 590 | 38.69 570 | 9.61 566 | 4.72 570 | 6.91 554 | 19.93 585 | 9.20 549 | 7.64 555 |
|
FADNet |  | 14.18 465 | 10.92 531 | 37.56 541 | 7.79 408 | 6.64 481 | 17.48 443 | 6.91 402 | 34.73 503 | 34.03 471 | 18.85 386 | 27.02 375 | 28.26 464 | 14.24 412 | 17.77 431 | 10.09 392 | 0.41 396 | 0.67 494 | 0.37 431 | 0.37 446 | 8.13 543 | 1.34 446 |
|
FC-DCNN v2 |   | 24.44 555 | 10.97 532 | 18.53 484 | 18.49 552 | 9.18 532 | 37.41 558 | 23.03 564 | 40.91 551 | 43.02 525 | 46.46 575 | 54.06 575 | 50.67 576 | 38.26 565 | 35.41 546 | 27.52 533 | 6.85 556 | 3.38 559 | 6.03 546 | 4.89 554 | 7.82 540 | 5.94 533 |
|
FC-DCNN |   | 24.37 553 | 10.99 533 | 19.02 486 | 18.44 551 | 9.16 531 | 36.98 556 | 23.07 565 | 40.44 547 | 43.05 526 | 46.25 574 | 53.58 574 | 50.44 575 | 37.86 563 | 35.45 547 | 27.57 534 | 6.87 557 | 3.37 558 | 6.01 545 | 4.88 553 | 7.86 541 | 6.05 534 |
|
DeepPrunerF |  | 19.92 521 | 11.02 534 | 44.29 555 | 20.74 558 | 17.75 570 | 19.19 459 | 22.57 561 | 36.86 525 | 49.93 553 | 25.48 480 | 36.62 491 | 24.69 439 | 23.97 507 | 23.44 497 | 21.79 490 | 2.68 524 | 1.63 530 | 5.70 544 | 3.95 546 | 3.38 504 | 2.67 492 |
|
StereoAnything_RVC |  | 2.31 52 | 11.20 535 | 4.65 85 | 2.23 12 | 0.14 1 | 1.49 5 | 0.17 25 | 4.50 6 | 1.24 2 | 1.03 10 | 0.06 1 | 0.20 2 | 3.60 129 | 8.05 107 | 0.59 5 | 0.02 169 | 0.11 292 | 0.00 1 | 0.00 1 | 6.97 535 | 0.03 36 |
|
AnonymousM |  | 6.33 237 | 11.42 536 | 3.06 13 | 3.93 133 | 1.49 196 | 4.54 90 | 3.29 269 | 11.00 148 | 7.70 165 | 16.52 327 | 9.38 157 | 9.07 212 | 3.97 137 | 7.10 82 | 3.01 188 | 0.43 401 | 0.07 221 | 22.69 578 | 7.67 566 | 0.06 57 | 0.21 236 |
|
FADNet-RVC |  | 13.27 457 | 11.57 537 | 39.71 545 | 7.94 411 | 4.50 386 | 15.41 401 | 6.95 405 | 27.96 408 | 22.98 364 | 20.37 413 | 30.73 424 | 26.86 458 | 11.31 347 | 20.50 478 | 14.28 436 | 0.14 288 | 0.14 333 | 0.13 349 | 0.18 349 | 2.83 486 | 0.86 410 |
|
DGSMNet |  | 19.79 519 | 12.06 538 | 33.43 536 | 13.79 525 | 16.23 568 | 22.97 484 | 15.88 527 | 35.41 510 | 41.96 520 | 19.90 402 | 32.16 453 | 35.60 523 | 18.14 475 | 29.48 529 | 23.10 504 | 3.85 535 | 3.89 568 | 6.16 547 | 4.75 552 | 13.56 565 | 13.44 575 |
|
aanetorigin |  | 19.21 514 | 12.59 539 | 53.50 568 | 9.67 457 | 7.83 512 | 11.85 326 | 13.87 506 | 17.05 264 | 34.15 474 | 49.18 577 | 48.89 559 | 34.05 514 | 30.22 541 | 22.86 494 | 28.00 541 | 1.01 485 | 0.75 500 | 0.67 460 | 0.89 493 | 3.07 492 | 4.14 517 |
|
WZ-Net |  | 25.17 559 | 12.95 540 | 63.02 586 | 15.13 539 | 10.42 542 | 38.51 563 | 27.42 578 | 40.46 548 | 54.17 564 | 28.32 505 | 52.95 568 | 40.81 548 | 28.36 534 | 37.07 558 | 41.35 580 | 1.21 495 | 0.21 374 | 0.73 464 | 0.94 500 | 5.42 528 | 3.87 512 |
|
zh-mn7 |  | 21.99 537 | 13.21 541 | 53.55 571 | 10.73 488 | 5.68 449 | 27.38 519 | 14.94 517 | 34.53 502 | 56.55 577 | 40.02 558 | 57.13 580 | 31.28 487 | 23.73 505 | 35.83 553 | 30.28 547 | 0.95 479 | 0.44 456 | 0.22 395 | 0.19 362 | 1.26 438 | 1.86 467 |
|
RGC |  | 19.90 520 | 13.26 542 | 20.24 498 | 18.19 550 | 14.06 563 | 21.21 473 | 14.33 510 | 34.97 504 | 43.60 531 | 27.73 501 | 41.49 526 | 39.76 541 | 27.98 530 | 34.52 543 | 21.37 485 | 3.66 534 | 0.54 481 | 8.67 561 | 4.16 549 | 4.19 512 | 4.02 514 |
|
AnyNet_C32 |  | 23.37 547 | 13.28 543 | 40.29 547 | 12.36 516 | 11.44 549 | 30.39 534 | 29.15 581 | 31.36 459 | 44.90 537 | 35.36 544 | 48.86 557 | 33.61 509 | 34.20 555 | 43.15 577 | 41.62 581 | 1.27 497 | 1.35 521 | 1.18 496 | 2.58 534 | 4.77 519 | 6.27 537 |
|
MFN_U_SF_DS_RVC |  | 23.92 549 | 13.60 544 | 30.09 527 | 25.46 570 | 10.02 538 | 38.51 563 | 20.40 552 | 35.77 514 | 43.76 532 | 42.15 563 | 47.10 555 | 39.99 543 | 28.20 533 | 35.96 554 | 27.06 528 | 3.64 533 | 3.85 567 | 6.66 552 | 16.30 584 | 4.97 521 | 4.98 528 |
|
ADCS |  | 26.20 563 | 13.71 545 | 46.90 561 | 14.51 534 | 10.34 540 | 30.46 536 | 22.72 563 | 42.81 563 | 57.61 582 | 42.58 564 | 49.37 561 | 41.91 553 | 40.43 571 | 41.90 576 | 44.58 586 | 2.37 517 | 2.19 541 | 2.37 523 | 3.29 540 | 7.32 536 | 6.52 541 |
|
UDGNet |  | 10.05 382 | 13.89 546 | 10.00 358 | 9.36 446 | 2.69 288 | 7.82 259 | 1.88 182 | 18.86 297 | 34.64 478 | 17.52 353 | 13.70 214 | 13.40 288 | 7.18 262 | 13.01 332 | 6.30 315 | 5.30 545 | 0.08 244 | 12.57 570 | 2.80 537 | 8.19 545 | 1.71 465 |
|
MFN_U_SF_RVC |  | 28.16 567 | 14.14 547 | 53.23 567 | 21.11 561 | 7.91 514 | 39.97 567 | 13.13 500 | 51.65 587 | 46.34 541 | 47.41 576 | 53.38 571 | 55.32 582 | 40.53 572 | 38.47 566 | 39.74 572 | 5.67 548 | 4.46 569 | 6.98 555 | 8.73 570 | 7.47 537 | 7.44 553 |
|
UDG |  | 21.45 534 | 14.84 548 | 14.44 441 | 21.30 563 | 20.08 575 | 32.05 543 | 13.76 505 | 35.98 517 | 35.52 485 | 25.93 483 | 30.69 422 | 37.26 530 | 30.66 544 | 21.97 486 | 19.89 479 | 10.88 571 | 5.55 573 | 22.78 579 | 7.65 565 | 14.83 570 | 13.05 574 |
|
FCDSN-DC |  | 25.59 561 | 14.91 549 | 18.83 485 | 28.55 575 | 15.68 564 | 39.29 566 | 18.16 545 | 42.83 564 | 41.69 517 | 44.43 571 | 51.94 566 | 50.82 577 | 39.22 569 | 34.59 544 | 27.29 529 | 6.05 549 | 3.63 563 | 7.01 556 | 6.41 558 | 10.35 553 | 10.17 568 |
Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
zh-sn7 |  | 23.03 545 | 15.48 550 | 50.25 564 | 14.08 530 | 7.77 511 | 26.71 516 | 23.32 568 | 36.59 521 | 48.43 547 | 33.80 540 | 51.71 565 | 33.34 507 | 33.77 554 | 39.91 571 | 37.07 564 | 0.60 434 | 0.86 506 | 0.54 447 | 0.35 438 | 3.18 496 | 2.85 495 |
|
DStereoO |  | 23.30 546 | 15.58 551 | 13.92 427 | 14.76 536 | 8.35 519 | 16.44 429 | 16.19 530 | 33.98 491 | 39.60 506 | 30.48 518 | 28.08 384 | 31.65 492 | 32.30 551 | 41.39 574 | 27.39 530 | 48.20 597 | 3.83 565 | 28.72 584 | 3.33 541 | 25.98 584 | 5.78 532 |
|
DStereoSA |  | 26.02 562 | 16.00 552 | 36.80 540 | 23.05 566 | 13.50 559 | 27.80 521 | 20.87 554 | 49.24 580 | 58.93 584 | 26.92 492 | 36.89 493 | 29.48 473 | 37.74 562 | 38.81 568 | 26.96 526 | 7.13 558 | 7.34 580 | 15.03 572 | 11.26 578 | 21.25 579 | 15.34 577 |
|
ccnet |  | 24.02 550 | 16.16 553 | 21.70 502 | 11.83 511 | 17.75 570 | 37.87 560 | 16.18 529 | 45.46 573 | 31.93 454 | 36.99 552 | 46.46 554 | 38.76 537 | 29.52 538 | 37.55 562 | 40.93 578 | 9.20 564 | 6.29 575 | 9.63 564 | 7.71 567 | 11.19 558 | 7.21 551 |
|
MaskLacGwcNet_RVC |  | 16.87 488 | 16.27 554 | 17.93 481 | 11.24 501 | 6.69 484 | 28.95 528 | 10.44 468 | 41.23 554 | 21.49 344 | 29.68 515 | 34.27 479 | 32.48 498 | 11.00 337 | 20.05 463 | 15.09 444 | 8.22 560 | 2.59 547 | 12.23 569 | 0.75 489 | 10.40 554 | 6.34 538 |
|
XQC |  | 24.10 552 | 16.76 555 | 50.68 565 | 21.37 564 | 11.01 545 | 35.24 553 | 18.84 548 | 37.28 530 | 55.11 571 | 31.64 526 | 30.06 416 | 37.71 533 | 30.31 542 | 37.17 559 | 39.66 571 | 4.20 538 | 0.41 446 | 2.76 529 | 1.89 527 | 11.46 562 | 8.42 560 |
|
Wz-Net-SNSev |  | 22.67 541 | 16.94 556 | 45.69 558 | 13.85 527 | 8.52 522 | 28.89 526 | 27.06 576 | 39.39 542 | 55.04 570 | 31.77 528 | 53.23 570 | 39.18 538 | 23.41 504 | 26.40 513 | 36.25 559 | 0.78 459 | 0.21 374 | 1.21 498 | 0.90 494 | 3.03 491 | 1.62 460 |
|
PASM |  | 28.19 568 | 17.35 557 | 48.18 563 | 22.49 565 | 22.20 578 | 25.92 508 | 25.84 574 | 34.35 498 | 49.45 551 | 35.37 545 | 39.48 512 | 46.72 569 | 33.36 553 | 34.28 542 | 36.77 562 | 11.73 576 | 14.94 587 | 17.43 576 | 22.18 586 | 13.45 564 | 12.32 573 |
|
SAMSARA |  | 34.43 581 | 18.53 558 | 31.91 532 | 55.34 592 | 35.34 587 | 75.99 612 | 94.71 624 | 47.97 577 | 50.84 560 | 37.47 553 | 36.99 495 | 53.12 581 | 38.55 567 | 39.56 569 | 38.65 569 | 3.59 532 | 5.40 572 | 2.22 520 | 3.72 544 | 9.43 550 | 9.29 566 |
|
PVD |  | 33.19 578 | 18.59 559 | 37.64 542 | 26.09 571 | 16.99 569 | 33.25 547 | 42.25 593 | 51.42 586 | 66.03 598 | 52.65 583 | 64.31 593 | 51.93 580 | 55.13 591 | 51.61 589 | 40.40 573 | 4.00 537 | 3.51 561 | 9.53 563 | 4.26 550 | 10.62 555 | 23.56 586 |
|
ELAS |   | 33.68 579 | 18.95 560 | 36.71 539 | 20.64 556 | 13.61 560 | 56.43 585 | 35.14 588 | 50.03 583 | 49.90 552 | 60.58 588 | 63.83 590 | 58.64 587 | 53.36 587 | 50.73 585 | 44.44 585 | 11.03 572 | 6.58 577 | 10.02 565 | 7.43 561 | 13.58 567 | 11.94 572 |
A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
ELAS_RVC |   | 33.79 580 | 19.15 561 | 35.97 538 | 21.28 562 | 13.79 562 | 52.58 581 | 36.11 590 | 48.96 579 | 55.66 574 | 61.47 592 | 62.91 586 | 58.35 586 | 53.55 588 | 53.37 593 | 42.23 582 | 11.25 574 | 6.64 578 | 10.32 566 | 7.05 560 | 13.56 565 | 11.58 571 |
A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
GASNet |  | 17.30 494 | 19.38 562 | 30.46 530 | 20.66 557 | 9.36 534 | 16.06 415 | 9.06 437 | 43.89 569 | 40.04 510 | 25.35 479 | 23.73 336 | 32.90 504 | 15.37 439 | 28.91 525 | 17.05 458 | 3.04 528 | 0.27 418 | 1.88 512 | 0.45 462 | 6.73 532 | 1.37 448 |
|
LSM |  | 29.98 571 | 19.52 563 | 55.11 577 | 19.06 554 | 53.75 598 | 32.57 544 | 23.17 566 | 42.61 560 | 48.57 548 | 45.97 573 | 55.04 578 | 42.93 556 | 36.02 558 | 35.63 550 | 27.03 527 | 2.33 515 | 9.19 582 | 4.87 541 | 7.71 567 | 10.65 556 | 27.91 591 |
|
DDUNet |  | 22.66 540 | 19.69 564 | 14.64 442 | 24.11 568 | 22.38 579 | 24.84 497 | 17.71 541 | 30.36 445 | 30.32 437 | 29.02 508 | 37.31 497 | 37.63 532 | 24.66 513 | 24.67 503 | 17.08 459 | 18.42 581 | 7.92 581 | 26.43 582 | 11.81 579 | 17.23 574 | 16.95 581 |
|
Wz-Net-TNSev |  | 25.12 557 | 20.16 565 | 57.98 582 | 9.56 454 | 7.42 503 | 42.73 570 | 22.27 559 | 35.14 506 | 53.46 562 | 35.97 548 | 42.74 533 | 45.83 563 | 39.87 570 | 36.56 557 | 34.73 556 | 1.82 509 | 1.51 526 | 0.76 466 | 1.34 516 | 5.84 530 | 6.80 543 |
|
BEATNet-Init1 |  | 35.08 583 | 20.64 566 | 54.70 576 | 27.43 573 | 12.00 555 | 58.29 591 | 31.01 583 | 52.58 589 | 57.49 581 | 60.36 587 | 62.98 587 | 69.98 598 | 55.54 593 | 53.00 592 | 44.40 584 | 4.61 543 | 2.84 554 | 7.05 557 | 6.89 559 | 10.97 557 | 8.94 563 |
|
DStereoFS |  | 26.88 564 | 21.28 567 | 29.50 524 | 18.65 553 | 12.35 556 | 29.13 529 | 13.04 498 | 50.34 584 | 47.29 542 | 35.95 547 | 44.38 545 | 36.32 526 | 41.02 574 | 51.90 591 | 33.82 552 | 7.92 559 | 5.83 574 | 15.86 573 | 9.22 573 | 17.41 576 | 16.41 579 |
|
EDNetEfficient |  | 25.16 558 | 22.23 568 | 77.22 605 | 9.09 439 | 7.38 501 | 19.38 460 | 16.78 536 | 21.41 331 | 55.74 575 | 61.52 593 | 53.51 573 | 36.22 525 | 40.65 573 | 24.22 500 | 38.27 568 | 0.62 441 | 0.74 498 | 0.86 482 | 2.60 535 | 7.70 538 | 7.09 548 |
|
CC-Net-ROB |  | 22.04 538 | 22.91 569 | 28.86 520 | 14.05 529 | 8.73 525 | 33.79 549 | 15.26 521 | 46.84 574 | 36.06 489 | 33.72 539 | 32.10 451 | 35.47 522 | 24.02 508 | 23.57 498 | 27.88 538 | 8.95 563 | 2.95 556 | 24.94 581 | 3.68 543 | 12.41 563 | 4.62 524 |
|
RTS |  | 30.15 572 | 23.12 570 | 96.33 621 | 16.71 544 | 11.63 550 | 58.66 592 | 24.28 570 | 36.80 523 | 62.63 592 | 43.79 568 | 46.10 549 | 32.56 501 | 43.90 577 | 51.29 587 | 40.92 576 | 2.38 518 | 0.66 492 | 1.06 488 | 0.74 487 | 5.11 522 | 4.34 519 |
|
RTSA |  | 30.15 572 | 23.12 570 | 96.33 621 | 16.71 544 | 11.63 550 | 58.66 592 | 24.28 570 | 36.80 523 | 62.63 592 | 43.79 568 | 46.10 549 | 32.56 501 | 43.90 577 | 51.29 587 | 40.92 576 | 2.38 518 | 0.66 492 | 1.06 488 | 0.74 487 | 5.11 522 | 4.34 519 |
|
SQANet |  | 21.24 529 | 24.08 572 | 19.60 491 | 26.40 572 | 18.74 572 | 30.87 538 | 9.24 441 | 32.70 477 | 29.58 427 | 25.25 476 | 33.37 469 | 33.47 508 | 19.19 483 | 28.11 524 | 18.32 468 | 10.87 570 | 2.92 555 | 26.49 583 | 5.65 557 | 18.43 577 | 11.48 570 |
|
AnyNet_C01 |  | 29.76 570 | 25.78 573 | 75.37 603 | 17.03 546 | 11.34 547 | 49.00 578 | 27.12 577 | 37.99 533 | 40.05 511 | 40.73 560 | 65.13 595 | 46.98 570 | 38.86 568 | 46.63 580 | 48.19 591 | 2.14 513 | 2.13 539 | 2.13 516 | 2.56 533 | 8.14 544 | 7.98 557 |
|
PSMNet-RUCA |  | 24.03 551 | 26.83 574 | 40.96 549 | 35.46 580 | 34.27 586 | 16.24 426 | 9.79 451 | 39.82 545 | 31.45 446 | 31.49 524 | 41.54 527 | 36.82 528 | 26.02 519 | 27.92 520 | 15.09 444 | 11.51 575 | 2.06 536 | 20.58 577 | 8.10 569 | 15.83 571 | 8.74 561 |
|
IGEV-BASED-STEREO- |  | 7.61 293 | 27.25 575 | 41.87 553 | 2.73 48 | 0.41 31 | 4.25 74 | 1.50 122 | 6.63 58 | 3.87 66 | 4.31 114 | 3.78 59 | 2.48 79 | 1.39 45 | 5.67 47 | 1.56 75 | 25.09 586 | 0.05 159 | 0.01 180 | 0.08 283 | 4.67 517 | 14.58 576 |
|
GANetREF_RVC |   | 25.41 560 | 29.28 576 | 24.63 510 | 25.18 569 | 6.04 467 | 30.44 535 | 35.39 589 | 47.84 576 | 50.60 559 | 36.88 550 | 36.04 489 | 34.11 516 | 31.23 546 | 37.46 560 | 27.96 540 | 8.58 561 | 2.66 549 | 16.29 574 | 4.95 555 | 14.37 569 | 8.32 559 |
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 |
test_for_model |  | 9.76 369 | 30.79 577 | 6.40 173 | 27.43 573 | 18.83 573 | 5.78 186 | 1.78 169 | 8.51 96 | 8.82 187 | 13.12 248 | 5.92 115 | 5.28 140 | 2.60 96 | 5.21 40 | 1.43 65 | 9.57 565 | 2.41 544 | 0.00 1 | 0.06 269 | 33.29 589 | 8.04 558 |
|
DispFullNet |  | 30.27 574 | 31.74 578 | 58.63 583 | 30.13 577 | 28.18 583 | 31.79 541 | 8.94 434 | 37.16 528 | 54.68 566 | 32.60 534 | 37.99 501 | 44.62 559 | 28.80 536 | 41.55 575 | 27.93 539 | 11.94 577 | 3.46 560 | 35.53 588 | 12.34 580 | 30.08 587 | 17.26 582 |
|
NVStereoNet_ROB |  | 41.93 589 | 32.40 579 | 44.55 556 | 36.60 581 | 27.78 582 | 34.52 550 | 32.38 584 | 48.84 578 | 57.18 580 | 69.34 601 | 75.62 607 | 66.07 597 | 64.86 599 | 47.34 581 | 60.78 603 | 15.72 579 | 23.99 590 | 23.40 580 | 32.06 591 | 21.34 580 | 23.86 587 |
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 |  | 45.10 590 | 33.36 580 | 54.69 575 | 33.57 579 | 31.94 585 | 43.06 572 | 17.79 543 | 49.52 582 | 56.61 578 | 50.97 581 | 64.04 591 | 70.09 599 | 53.57 589 | 49.77 584 | 53.19 597 | 53.87 600 | 14.08 586 | 54.69 597 | 35.89 593 | 41.66 591 | 39.69 597 |
|
MSC_U_SF_DS_RVC |  | 37.16 585 | 34.69 581 | 53.68 572 | 37.47 582 | 12.55 558 | 56.80 588 | 22.63 562 | 52.02 588 | 63.29 594 | 66.20 598 | 63.82 589 | 58.12 584 | 53.73 590 | 51.21 586 | 46.48 588 | 8.79 562 | 5.31 571 | 14.69 571 | 15.22 583 | 17.27 575 | 9.21 565 |
|
Consistency-Raft |  | 41.82 588 | 35.10 582 | 44.56 557 | 32.85 578 | 41.39 592 | 46.76 575 | 34.76 587 | 57.01 594 | 54.94 569 | 32.10 530 | 65.22 596 | 30.82 483 | 48.46 583 | 40.81 573 | 48.77 592 | 27.39 588 | 34.28 593 | 42.92 590 | 51.66 602 | 39.28 590 | 27.28 588 |
|
EDNetEfficientorigin |  | 28.98 569 | 35.45 583 | 99.82 631 | 9.43 447 | 5.65 447 | 24.97 500 | 14.79 514 | 26.06 386 | 54.82 568 | 60.87 589 | 57.59 581 | 45.42 562 | 50.27 585 | 26.11 511 | 43.62 583 | 0.30 363 | 0.37 441 | 1.61 508 | 2.35 532 | 10.17 552 | 9.99 567 |
|
otaku |  | 33.18 577 | 35.99 584 | 52.93 566 | 40.01 583 | 21.41 576 | 55.08 584 | 17.25 539 | 43.30 566 | 61.58 589 | 39.25 556 | 49.16 560 | 46.61 568 | 28.49 535 | 39.77 570 | 28.76 543 | 18.56 582 | 7.00 579 | 31.82 586 | 9.61 574 | 21.53 581 | 15.48 578 |
|
Ntro |  | 34.97 582 | 37.63 585 | 54.53 574 | 43.26 587 | 22.45 580 | 57.73 590 | 21.97 558 | 47.14 575 | 64.21 595 | 39.12 555 | 48.86 557 | 47.93 571 | 36.94 561 | 40.66 572 | 29.83 546 | 17.16 580 | 6.51 576 | 32.70 587 | 10.17 575 | 24.06 582 | 16.48 580 |
|
coex-ft |  | 30.77 575 | 38.58 586 | 93.29 620 | 9.44 450 | 5.62 445 | 34.95 552 | 25.30 573 | 30.83 450 | 59.36 585 | 73.23 606 | 58.53 582 | 45.92 564 | 47.29 581 | 29.44 528 | 45.30 587 | 1.37 499 | 1.65 531 | 0.95 485 | 0.96 501 | 8.35 546 | 4.96 527 |
|
GCST |   | 37.32 586 | 40.98 587 | 25.25 513 | 92.15 622 | 35.59 588 | 25.00 501 | 1.02 89 | 25.45 375 | 19.73 322 | 26.01 486 | 15.21 226 | 19.51 388 | 4.75 183 | 16.71 420 | 4.32 257 | 80.90 616 | 35.46 594 | 87.50 622 | 74.71 612 | 73.21 612 | 42.99 599 |
|
JetBlue |  | 54.08 594 | 45.10 588 | 74.15 601 | 51.17 590 | 47.68 593 | 75.66 611 | 60.97 603 | 63.63 598 | 62.09 591 | 63.32 596 | 64.88 594 | 78.86 606 | 68.17 600 | 68.15 602 | 75.09 618 | 36.86 589 | 24.88 592 | 29.01 585 | 29.12 589 | 28.71 586 | 34.13 593 |
|
ACVNet_1 |  | 41.30 587 | 49.46 589 | 64.91 591 | 44.67 588 | 25.07 581 | 49.43 579 | 25.23 572 | 55.33 592 | 65.87 597 | 59.72 586 | 59.33 583 | 63.43 593 | 48.79 584 | 49.63 583 | 37.09 565 | 19.05 583 | 9.82 583 | 38.29 589 | 13.97 582 | 28.67 585 | 18.23 585 |
|
DLNR-FE |  | 27.66 566 | 51.31 590 | 91.55 619 | 98.52 628 | 97.91 627 | 3.10 31 | 0.50 48 | 31.55 461 | 7.66 164 | 8.18 172 | 15.67 229 | 7.31 186 | 1.63 54 | 11.88 270 | 4.21 253 | 40.23 591 | 0.89 511 | 0.06 267 | 0.34 436 | 80.38 617 | 0.24 258 |
|
DLNR_Zeroshot_test |   | 27.62 565 | 51.32 591 | 91.46 617 | 98.51 627 | 98.03 628 | 3.10 31 | 0.50 48 | 30.95 452 | 7.65 163 | 8.16 171 | 15.68 231 | 7.31 186 | 1.63 54 | 11.87 269 | 4.21 253 | 40.37 592 | 0.87 508 | 0.06 267 | 0.34 436 | 80.23 616 | 0.24 258 |
|
ACVNet-4b |  | 36.40 584 | 52.20 592 | 56.11 579 | 42.45 586 | 21.78 577 | 48.56 577 | 14.37 511 | 49.50 581 | 60.15 587 | 43.17 566 | 46.38 551 | 55.62 583 | 24.56 511 | 38.15 564 | 21.97 492 | 25.13 587 | 3.66 564 | 46.93 591 | 33.56 592 | 25.97 583 | 17.74 583 |
|
SGM+DAISY |  | 54.67 595 | 56.61 593 | 62.73 585 | 40.21 584 | 53.22 596 | 61.95 597 | 48.59 596 | 55.05 591 | 44.62 536 | 61.03 591 | 63.68 588 | 60.46 590 | 55.62 594 | 60.68 597 | 55.34 599 | 56.34 603 | 48.56 604 | 50.16 592 | 49.63 599 | 52.25 596 | 56.76 603 |
|
IMH-64-1 |  | 59.25 598 | 58.09 594 | 67.69 595 | 66.06 594 | 50.51 594 | 56.45 586 | 49.45 598 | 68.83 603 | 67.75 601 | 67.58 599 | 80.37 611 | 70.15 600 | 74.28 607 | 72.16 609 | 48.94 593 | 42.00 593 | 42.87 598 | 65.57 599 | 47.02 595 | 51.52 593 | 37.76 595 |
|
IMH-64 |  | 59.25 598 | 58.09 594 | 67.69 595 | 66.06 594 | 50.51 594 | 56.45 586 | 49.45 598 | 68.83 603 | 67.75 601 | 67.58 599 | 80.37 611 | 70.15 600 | 74.28 607 | 72.16 609 | 48.94 593 | 42.00 593 | 42.87 598 | 65.57 599 | 47.02 595 | 51.52 593 | 37.76 595 |
|
anonymity |  | 52.32 592 | 58.23 596 | 63.91 587 | 41.12 585 | 59.25 602 | 53.27 582 | 41.04 592 | 55.69 593 | 40.20 512 | 54.85 584 | 49.49 562 | 49.13 574 | 55.48 592 | 59.07 595 | 49.65 595 | 55.86 601 | 50.03 607 | 51.00 593 | 51.08 600 | 51.71 595 | 56.36 601 |
|
SPS-STEREO |   | 55.62 596 | 59.14 597 | 64.16 588 | 45.05 589 | 53.84 599 | 59.88 595 | 44.00 595 | 59.53 596 | 49.94 554 | 62.33 594 | 61.09 585 | 59.80 588 | 56.82 596 | 60.06 596 | 57.85 600 | 58.41 604 | 48.34 603 | 51.07 594 | 49.21 598 | 55.41 599 | 56.48 602 |
K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
IMH |  | 62.95 600 | 60.33 598 | 67.78 597 | 69.51 598 | 53.65 597 | 65.09 601 | 54.21 600 | 72.00 611 | 73.28 606 | 72.49 604 | 81.93 613 | 72.96 602 | 79.81 611 | 76.65 615 | 51.41 596 | 43.57 595 | 49.82 606 | 67.81 601 | 51.14 601 | 54.83 598 | 40.67 598 |
|
ACVNet_2 |  | 57.39 597 | 61.72 599 | 72.56 600 | 66.35 596 | 38.29 590 | 61.93 596 | 48.64 597 | 71.64 610 | 81.91 615 | 79.28 614 | 88.72 622 | 76.25 603 | 72.87 605 | 54.33 594 | 46.74 590 | 37.13 590 | 23.36 589 | 54.52 596 | 37.80 594 | 46.22 592 | 27.59 589 |
|
RainbowNet |  | 51.25 591 | 62.74 600 | 64.52 590 | 60.13 593 | 39.00 591 | 58.72 594 | 30.83 582 | 57.31 595 | 79.18 612 | 50.24 578 | 65.35 597 | 60.13 589 | 44.25 579 | 49.47 582 | 41.16 579 | 46.52 596 | 46.06 601 | 52.72 595 | 31.78 590 | 52.33 597 | 32.47 592 |
|
RSGM-EC |  | 88.03 620 | 67.44 601 | 53.54 569 | 84.82 613 | 87.13 618 | 94.34 621 | 92.20 621 | 94.86 627 | 98.29 627 | 95.56 627 | 98.06 628 | 85.65 617 | 83.07 617 | 79.52 618 | 79.00 620 | 95.80 626 | 97.66 627 | 91.52 625 | 95.19 627 | 95.05 628 | 91.80 626 |
|
acva |  | 88.03 620 | 67.44 601 | 53.54 569 | 84.82 613 | 87.13 618 | 94.34 621 | 92.20 621 | 94.86 627 | 98.29 627 | 95.56 627 | 98.06 628 | 85.65 617 | 83.07 617 | 79.52 618 | 79.00 620 | 95.80 626 | 97.66 627 | 91.52 625 | 95.19 627 | 95.05 628 | 91.80 626 |
|
MADNet+ |  | 53.31 593 | 68.61 603 | 98.75 628 | 67.03 597 | 37.58 589 | 79.83 618 | 81.74 618 | 60.38 597 | 61.61 590 | 51.43 582 | 54.92 577 | 61.11 591 | 59.29 597 | 69.66 604 | 76.71 619 | 23.88 585 | 24.03 591 | 17.08 575 | 12.35 581 | 32.47 588 | 27.69 590 |
|
LRCNet_RVC |  | 73.59 611 | 69.80 604 | 74.41 602 | 77.63 604 | 60.56 605 | 40.33 568 | 15.08 520 | 71.04 608 | 48.36 546 | 88.07 622 | 94.62 624 | 90.11 622 | 81.83 614 | 80.58 620 | 61.26 605 | 97.12 630 | 72.30 619 | 96.65 629 | 97.58 630 | 77.13 615 | 77.30 617 |
|
TorneroNet-64 |  | 65.66 601 | 70.70 605 | 71.20 599 | 76.52 602 | 59.70 604 | 66.78 602 | 58.05 601 | 67.53 602 | 80.00 613 | 62.67 595 | 67.40 598 | 83.09 611 | 69.42 602 | 67.34 599 | 62.05 606 | 48.31 599 | 44.07 600 | 72.93 603 | 63.88 604 | 68.05 603 | 53.58 600 |
|
LVE |  | 71.50 605 | 72.46 606 | 83.91 612 | 75.21 601 | 55.29 601 | 74.81 606 | 62.76 605 | 77.22 616 | 83.77 617 | 82.09 616 | 87.11 621 | 83.38 612 | 82.41 616 | 75.93 613 | 64.49 608 | 48.28 598 | 57.24 613 | 74.61 605 | 62.53 603 | 65.49 600 | 61.01 605 |
|
WAO-6 |  | 70.64 603 | 73.02 607 | 66.25 592 | 79.92 609 | 61.74 606 | 68.74 603 | 59.08 602 | 75.27 615 | 87.02 619 | 74.72 607 | 79.40 610 | 79.19 607 | 84.60 619 | 67.70 601 | 60.53 602 | 67.85 607 | 48.88 605 | 81.48 611 | 73.29 609 | 65.57 601 | 58.60 604 |
|
TorneroNet |  | 71.21 604 | 73.44 608 | 75.82 604 | 80.82 611 | 65.65 608 | 70.53 605 | 64.39 606 | 71.42 609 | 75.97 608 | 71.47 603 | 73.68 605 | 84.17 614 | 74.00 606 | 69.85 605 | 69.09 610 | 59.37 605 | 48.19 602 | 79.67 607 | 73.51 610 | 74.93 614 | 68.26 613 |
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UNDER WATER-64 |  | 73.11 610 | 74.48 609 | 87.70 613 | 74.03 600 | 55.20 600 | 78.24 615 | 75.71 615 | 65.33 600 | 67.91 603 | 75.60 609 | 69.32 601 | 84.41 615 | 76.93 609 | 68.43 603 | 72.45 613 | 81.18 617 | 56.77 612 | 82.46 614 | 80.34 615 | 68.22 604 | 67.48 612 |
|
WAO-7 |  | 72.21 608 | 78.21 610 | 54.04 573 | 79.33 608 | 69.31 612 | 70.20 604 | 72.09 613 | 77.85 619 | 84.90 618 | 77.35 610 | 86.03 617 | 79.37 608 | 79.88 612 | 65.32 598 | 65.33 609 | 62.33 606 | 69.70 618 | 70.51 602 | 73.21 608 | 67.23 602 | 62.02 606 |
|
WAO-8 |  | 76.87 615 | 78.41 611 | 66.45 593 | 86.81 616 | 72.47 614 | 79.27 616 | 68.59 609 | 77.75 617 | 89.01 621 | 83.09 618 | 86.98 618 | 85.87 619 | 84.97 621 | 72.12 607 | 69.11 611 | 74.93 611 | 55.23 610 | 87.79 623 | 83.50 617 | 70.47 607 | 64.56 608 |
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Venus |  | 76.87 615 | 78.41 611 | 66.45 593 | 86.81 616 | 72.47 614 | 79.27 616 | 68.59 609 | 77.75 617 | 89.01 621 | 83.09 618 | 86.98 618 | 85.87 619 | 84.97 621 | 72.12 607 | 69.11 611 | 74.93 611 | 55.23 610 | 87.79 623 | 83.50 617 | 70.48 608 | 64.56 608 |
|
UNDER WATER |  | 75.92 613 | 79.25 613 | 87.75 614 | 84.39 612 | 66.43 609 | 77.08 613 | 77.22 616 | 66.90 601 | 72.16 605 | 75.32 608 | 71.56 604 | 85.89 621 | 82.15 615 | 70.11 606 | 74.99 617 | 79.34 614 | 53.61 609 | 86.40 620 | 84.53 619 | 71.29 609 | 72.11 615 |
|
MFMNet_re |  | 72.05 606 | 79.64 614 | 64.23 589 | 52.73 591 | 84.71 617 | 77.93 614 | 68.35 607 | 63.96 599 | 66.93 599 | 61.00 590 | 71.29 603 | 63.84 594 | 68.91 601 | 72.42 611 | 61.11 604 | 82.03 619 | 74.22 620 | 80.34 610 | 74.44 611 | 83.62 620 | 89.34 621 |
|
notaker |  | 72.18 607 | 79.78 615 | 78.84 607 | 78.75 606 | 68.52 610 | 63.26 599 | 61.68 604 | 69.22 606 | 75.95 607 | 77.58 611 | 78.85 609 | 79.69 609 | 84.79 620 | 77.39 616 | 58.43 601 | 69.68 610 | 60.79 614 | 77.46 606 | 68.48 606 | 69.62 605 | 64.92 610 |
|
JetRed |  | 79.55 618 | 79.88 616 | 91.52 618 | 71.05 599 | 75.80 616 | 91.66 620 | 80.11 617 | 79.14 620 | 80.44 614 | 84.35 620 | 84.23 616 | 83.38 612 | 72.48 604 | 79.43 617 | 85.44 624 | 69.33 609 | 81.58 621 | 73.66 604 | 72.56 607 | 82.35 618 | 72.60 616 |
|
ktn |  | 72.58 609 | 80.06 617 | 69.96 598 | 79.14 607 | 69.86 613 | 75.40 610 | 70.43 612 | 69.01 605 | 76.90 609 | 72.88 605 | 77.46 608 | 77.43 604 | 77.41 610 | 72.78 612 | 55.00 598 | 79.09 613 | 65.99 615 | 80.09 609 | 68.29 605 | 71.46 610 | 62.98 607 |
|
HanzoNet |  | 77.61 617 | 81.11 618 | 82.83 609 | 77.82 605 | 69.15 611 | 75.25 609 | 69.06 611 | 73.49 613 | 77.84 611 | 82.19 617 | 82.80 614 | 85.42 616 | 86.67 623 | 85.99 624 | 73.64 615 | 85.24 623 | 68.38 617 | 81.71 612 | 75.47 613 | 71.98 611 | 66.24 611 |
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DPSimNet_ROB |  | 74.29 612 | 83.27 619 | 59.30 584 | 77.19 603 | 65.13 607 | 75.14 608 | 74.95 614 | 73.99 614 | 76.94 610 | 81.99 615 | 75.48 606 | 80.18 610 | 71.76 603 | 67.39 600 | 84.00 623 | 81.87 618 | 51.14 608 | 79.99 608 | 76.70 614 | 70.17 606 | 79.21 618 |
|
Dean |  | 80.72 619 | 85.82 620 | 83.27 610 | 84.91 615 | 59.53 603 | 75.11 607 | 68.39 608 | 81.59 621 | 88.05 620 | 92.41 623 | 86.98 618 | 92.41 624 | 93.02 625 | 83.11 622 | 73.31 614 | 68.01 608 | 66.13 616 | 94.82 628 | 84.66 620 | 83.28 619 | 69.50 614 |
|
PWCK |  | 65.90 602 | 88.63 621 | 79.40 608 | 80.32 610 | 29.96 584 | 63.85 600 | 39.45 591 | 72.07 612 | 71.26 604 | 78.74 613 | 68.99 600 | 77.82 605 | 61.77 598 | 82.81 621 | 62.64 607 | 80.17 615 | 39.88 597 | 81.90 613 | 47.37 597 | 73.54 613 | 37.51 594 |
|
ASD4 |  | | 90.49 622 | | | | | | | | | | | | | | | | | | | |
|
USTest |  | 93.52 627 | 90.92 623 | 77.74 606 | 87.90 621 | 92.63 624 | 100.00 633 | 100.00 634 | 99.79 633 | 99.80 631 | 99.21 632 | 99.52 631 | 98.03 629 | 99.15 631 | 89.52 625 | 99.31 632 | 90.37 624 | 98.47 629 | 84.34 619 | 87.43 622 | 84.58 621 | 91.71 625 |
|
TCMNet-wrong-test |  | 76.74 614 | 91.47 624 | 89.31 615 | 97.64 625 | 97.35 626 | 94.87 623 | 92.51 623 | 69.78 607 | 65.29 596 | 63.44 597 | 71.10 602 | 65.66 596 | 51.44 586 | 85.29 623 | 74.70 616 | 56.06 602 | 20.22 588 | 83.11 618 | 82.39 616 | 95.02 627 | 88.18 620 |
|
KSHMR |  | 88.54 622 | 93.03 625 | 83.31 611 | 95.54 623 | 91.74 623 | 82.37 619 | 83.41 619 | 84.43 622 | 81.99 616 | 87.89 621 | 84.05 615 | 91.94 623 | 81.33 613 | 76.34 614 | 81.76 622 | 96.44 629 | 96.14 626 | 96.69 630 | 97.12 629 | 92.52 626 | 92.67 628 |
|
MADNet++ |  | 94.16 628 | 94.02 626 | 90.25 616 | 96.28 624 | 96.84 625 | 97.17 625 | 90.16 620 | 94.71 626 | 91.69 623 | 97.07 629 | 93.71 623 | 94.62 625 | 92.63 624 | 96.15 629 | 95.18 628 | 95.42 625 | 95.89 625 | 92.80 627 | 92.23 626 | 92.10 625 | 94.30 630 |
|
xxxxx1 |  | 91.92 624 | 95.33 627 | 98.45 625 | 87.29 618 | 89.24 620 | 98.50 626 | 98.17 629 | 92.95 623 | 93.21 624 | 93.55 624 | 95.36 625 | 96.99 626 | 96.28 626 | 94.65 626 | 94.94 625 | 83.26 620 | 84.17 622 | 82.90 615 | 88.32 623 | 85.49 622 | 89.37 622 |
|
tt_ll |  | 91.92 624 | 95.33 627 | 98.45 625 | 87.29 618 | 89.24 620 | 98.50 626 | 98.17 629 | 92.95 623 | 93.21 624 | 93.55 624 | 95.36 625 | 96.99 626 | 96.28 626 | 94.65 626 | 94.94 625 | 83.26 620 | 84.17 622 | 82.90 615 | 88.32 623 | 85.49 622 | 89.37 622 |
|
ff |  | 91.92 624 | 95.33 627 | 98.45 625 | 87.29 618 | 89.24 620 | 98.50 626 | 98.17 629 | 92.95 623 | 93.21 624 | 93.55 624 | 95.36 625 | 96.99 626 | 96.28 626 | 94.65 626 | 94.94 625 | 83.26 620 | 84.17 622 | 82.90 615 | 88.32 623 | 85.49 622 | 89.37 622 |
|
ccccc |  | | 98.19 630 | | 100.00 632 | 100.00 633 | 99.32 631 | | 99.79 633 | | 99.63 635 | | 99.69 633 | | 99.95 633 | | 100.00 633 | 100.00 635 | 99.97 633 | 99.90 634 | 100.00 634 | |
|
MEDIAN_ROB |  | 99.19 629 | 99.84 631 | 99.62 630 | 98.49 626 | 98.51 629 | 98.58 629 | 97.81 628 | 98.80 631 | 98.56 629 | 99.36 633 | 99.49 630 | 99.56 632 | 99.06 630 | 98.35 630 | 98.31 630 | 99.99 632 | 99.63 631 | 100.00 634 | 100.00 635 | 99.81 632 | 99.95 632 |
|
Anonymous_1 |  | 99.65 632 | 99.95 632 | 99.93 632 | 99.80 631 | 99.60 631 | 100.00 633 | 100.00 634 | 99.82 635 | 99.98 632 | 99.62 634 | 99.94 633 | 99.75 634 | 100.00 634 | 99.66 632 | 99.88 633 | 98.45 631 | 99.84 632 | 98.73 631 | 99.26 631 | 99.41 631 | 99.36 631 |
|
HaxPig |  | 99.40 631 | 99.99 633 | 97.38 623 | 100.00 632 | 100.00 633 | 96.91 624 | 97.35 626 | 99.59 632 | 99.99 633 | 100.00 636 | 100.00 634 | 99.99 637 | 99.99 633 | 99.04 631 | 97.77 629 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 99.99 633 |
|
test_example2 |  | 99.68 633 | 99.99 633 | 99.99 633 | 100.00 632 | 99.99 632 | 99.86 632 | 99.99 633 | 98.29 630 | 100.00 634 | 100.00 636 | 100.00 634 | 98.15 630 | 98.39 629 | 99.98 634 | 99.98 634 | 100.00 633 | 99.99 634 | 99.40 632 | 99.53 633 | 100.00 634 | 100.00 634 |
|
AVERAGE_ROB |  | 99.80 634 | 99.99 633 | 99.40 629 | 100.00 632 | 100.00 633 | 98.99 630 | 97.72 627 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
Hybrid-DGEV |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
RAFT-FEzeroshot |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
RAFT-FE |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
FlowAnything |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
Selective-RAFT-Error |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
PML |  | 99.19 629 | 100.00 636 | 98.08 624 | 99.28 629 | 99.53 630 | 100.00 633 | 99.73 632 | 98.24 629 | 99.44 630 | 100.00 636 | 99.57 632 | 98.76 631 | 99.84 632 | 100.00 637 | 98.88 631 | 100.00 633 | 99.54 630 | 100.00 634 | 99.50 632 | 99.90 633 | 93.55 629 |
|
CasAABBNet |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
LSM0 |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
DPSMNet_ROB |  | 99.95 635 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 99.15 631 | 100.00 634 | 99.96 635 | 100.00 634 | 99.99 635 | 99.99 635 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
DGTPSM_ROB |  | 99.95 635 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 99.14 630 | 100.00 634 | 99.96 635 | 100.00 634 | 99.99 635 | 99.99 635 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
DPSM_ROB |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
DPSM |  | 100.00 637 | 100.00 636 | 100.00 634 | 100.00 632 | 100.00 633 | 100.00 633 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 636 | 100.00 634 | 100.00 639 | 100.00 634 | 100.00 637 | 100.00 637 | 100.00 633 | 100.00 635 | 100.00 634 | 100.00 635 | 100.00 634 | 100.00 634 |
|
GS-Stereo |  | | | | | | | 1.50 122 | 8.60 99 | 4.56 76 | 2.71 65 | 2.61 37 | 1.86 65 | 2.25 79 | 3.50 13 | 1.15 53 | 0.00 1 | 0.07 221 | 0.00 1 | 0.39 451 | 0.22 173 | 0.15 184 |
|
FSD |  | | | | | 5.31 431 | 8.20 268 | 12.18 493 | 12.39 166 | 7.98 168 | 7.94 169 | 7.35 133 | 9.35 218 | 7.17 261 | 10.94 215 | 8.86 373 | 5.58 547 | 2.77 552 | 5.46 543 | 4.09 548 | 5.17 525 | |
|