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