| S2M2_XL |  | 1.03 1 | 1.01 63 | 3.78 35 | 2.42 11 | 0.31 5 | 0.43 1 | 0.01 1 | 1.74 1 | 1.12 1 | 1.28 15 | 2.82 67 | 1.72 81 | 1.19 63 | 1.48 1 | 1.21 48 | 0.03 73 | 0.01 15 | 0.01 228 | 0.00 1 | 0.02 5 | 0.02 2 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| BLMT-Stereo |  | 1.15 3 | 0.61 2 | 3.56 23 | 3.13 71 | 0.42 21 | 0.56 2 | 0.27 51 | 2.13 3 | 2.64 38 | 1.13 8 | 2.75 63 | 1.17 57 | 0.15 1 | 2.25 2 | 1.81 116 | 0.16 296 | 0.01 15 | 0.00 1 | 0.02 175 | 0.03 29 | 0.18 33 |
|
| GCAP-Stereo-DPT-20K |  | 3.73 168 | 0.96 52 | 19.43 563 | 2.45 14 | 2.27 306 | 4.47 130 | 1.54 183 | 8.30 112 | 4.01 102 | 2.87 111 | 5.19 147 | 3.46 151 | 4.46 211 | 2.26 3 | 0.83 7 | 0.07 200 | 0.75 392 | 0.00 1 | 0.20 360 | 0.92 499 | 10.21 655 |
|
| GCAPDPT-zeroshot4090 |  | 3.73 168 | 0.96 52 | 19.42 562 | 2.45 14 | 2.27 306 | 4.47 130 | 1.54 183 | 8.30 112 | 4.01 102 | 2.87 111 | 5.19 147 | 3.46 151 | 4.46 211 | 2.26 3 | 0.83 7 | 0.07 200 | 0.75 392 | 0.00 1 | 0.20 360 | 0.92 499 | 10.21 655 |
|
| Foundation-i32 |  | 1.39 6 | 0.64 3 | 3.17 6 | 2.97 61 | 1.09 128 | 1.34 10 | 0.08 13 | 4.94 9 | 1.57 9 | 1.48 27 | 0.62 17 | 3.43 146 | 0.29 11 | 2.28 5 | 0.92 15 | 0.03 73 | 1.08 511 | 0.03 293 | 0.00 1 | 0.03 29 | 1.84 426 |
|
| GCAP-Stereo-DPT-24K |  | 2.41 64 | 1.11 88 | 6.02 142 | 3.43 110 | 2.13 292 | 3.61 86 | 1.59 192 | 9.07 142 | 4.09 107 | 1.71 42 | 3.47 77 | 0.65 36 | 4.05 186 | 2.38 6 | 1.05 34 | 0.03 73 | 0.18 214 | 0.00 1 | 0.44 516 | 0.28 264 | 2.86 560 |
|
| PSi22a |  | 1.32 5 | 0.64 3 | 2.10 1 | 2.87 51 | 0.95 111 | 1.10 4 | 0.09 18 | 5.67 26 | 1.53 7 | 0.89 5 | 0.11 1 | 2.93 136 | 1.04 56 | 2.41 7 | 1.15 42 | 0.02 40 | 1.05 503 | 0.00 1 | 0.10 280 | 0.03 29 | 1.77 414 |
|
| aanet-new-34k |  | 2.62 80 | 1.88 268 | 8.96 297 | 3.16 76 | 0.64 58 | 2.65 41 | 1.53 181 | 9.10 146 | 3.27 69 | 1.40 22 | 5.41 153 | 2.44 120 | 6.26 303 | 2.42 8 | 1.24 50 | 0.01 7 | 0.67 370 | 0.03 293 | 0.07 253 | 0.12 147 | 1.08 283 |
|
| GCAP-Stereo-DPT-22K |  | 2.84 101 | 1.13 94 | 5.48 118 | 4.01 157 | 3.72 403 | 3.33 72 | 1.40 154 | 8.58 125 | 3.90 99 | 2.56 94 | 7.82 202 | 3.41 145 | 5.01 249 | 2.48 9 | 1.12 40 | 0.02 40 | 0.99 470 | 0.00 1 | 0.50 532 | 0.12 147 | 1.11 294 |
|
| U |  | 3.84 178 | 0.81 31 | 6.63 192 | 4.40 204 | 11.89 643 | 11.98 409 | 0.20 44 | 8.42 117 | 5.78 148 | 1.97 61 | 2.73 62 | 0.77 44 | 1.59 83 | 2.60 10 | 0.98 20 | 0.04 95 | 0.04 78 | 10.46 659 | 5.41 649 | 0.05 66 | 0.14 24 |
|
| aanet-new-28k |  | 2.54 72 | 1.71 217 | 9.46 330 | 3.43 110 | 0.78 81 | 4.40 126 | 1.75 241 | 7.14 77 | 3.11 54 | 2.02 65 | 4.61 118 | 1.55 72 | 4.60 218 | 2.61 11 | 1.30 63 | 0.00 1 | 1.07 508 | 0.00 1 | 0.29 438 | 0.11 139 | 0.91 221 |
|
| GCAP-Stereo-DPT-50K |  | 4.46 216 | 9.66 603 | 35.34 626 | 3.13 71 | 3.77 408 | 2.83 50 | 1.45 160 | 8.84 134 | 3.43 81 | 2.36 85 | 4.88 131 | 3.03 138 | 3.14 149 | 2.69 12 | 1.04 31 | 0.05 131 | 0.57 340 | 0.00 1 | 0.46 520 | 0.78 477 | 1.79 418 |
|
| aanet-new-40k |  | 2.69 89 | 1.84 258 | 10.17 360 | 3.20 79 | 2.52 326 | 5.34 215 | 1.74 237 | 7.56 91 | 2.32 28 | 1.41 23 | 4.84 126 | 1.12 54 | 5.42 265 | 2.71 13 | 1.34 64 | 0.07 200 | 0.66 364 | 0.02 269 | 0.04 212 | 0.08 103 | 1.48 372 |
|
| aanet-new-14k |  | 3.20 128 | 1.28 132 | 9.69 341 | 4.19 183 | 0.51 39 | 4.33 120 | 1.70 229 | 11.13 200 | 10.33 261 | 3.19 124 | 4.96 137 | 0.65 36 | 6.56 317 | 2.82 14 | 1.61 104 | 0.04 95 | 0.03 64 | 0.01 228 | 0.00 1 | 0.10 124 | 0.90 216 |
|
| gcap_with_dpt |  | 3.03 114 | 1.08 82 | 6.32 162 | 3.49 114 | 4.52 462 | 5.06 190 | 1.27 137 | 7.96 104 | 4.87 124 | 6.17 218 | 11.91 270 | 2.06 105 | 0.57 29 | 2.88 15 | 1.07 37 | 0.01 7 | 0.08 148 | 0.02 269 | 0.25 406 | 0.15 178 | 0.94 237 |
|
| S2M2_L |  | 2.24 53 | 1.47 169 | 4.41 60 | 3.77 136 | 1.20 146 | 2.26 30 | 0.06 12 | 6.51 48 | 7.31 188 | 1.92 55 | 4.58 117 | 4.42 175 | 0.81 45 | 2.90 16 | 1.83 117 | 0.58 460 | 0.11 181 | 0.03 293 | 0.00 1 | 0.49 390 | 0.09 12 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| GCAP-Stereo-DPT-25K |  | 2.77 94 | 1.13 94 | 5.44 116 | 3.06 67 | 2.08 280 | 3.94 96 | 1.55 188 | 11.83 215 | 6.47 174 | 2.30 81 | 5.05 141 | 2.53 122 | 3.46 161 | 2.91 17 | 1.01 27 | 0.04 95 | 0.23 233 | 0.00 1 | 0.51 534 | 0.12 147 | 1.74 412 |
|
| FoundationStereo |  | 1.56 14 | 0.84 37 | 3.56 23 | 3.37 104 | 1.49 200 | 2.27 31 | 0.59 80 | 3.96 7 | 2.27 25 | 2.10 67 | 0.11 1 | 2.58 125 | 2.83 141 | 2.97 18 | 1.00 25 | 0.04 95 | 0.88 429 | 0.00 1 | 0.00 1 | 0.02 5 | 0.34 64 |
|
| gcap-zeroshot |  | 3.14 124 | 1.18 106 | 6.27 159 | 3.32 95 | 4.60 467 | 4.50 134 | 1.28 139 | 9.47 157 | 8.43 224 | 5.88 212 | 10.06 228 | 1.79 89 | 0.45 20 | 2.98 19 | 1.37 66 | 0.00 1 | 0.08 148 | 0.01 228 | 0.26 412 | 0.15 178 | 0.69 161 |
|
| testlalala |  | 3.14 124 | 1.18 106 | 6.27 159 | 3.32 95 | 4.60 467 | 4.50 134 | 1.28 139 | 9.47 157 | 8.43 224 | 5.88 212 | 10.06 228 | 1.79 89 | 0.45 20 | 2.98 19 | 1.37 66 | 0.00 1 | 0.08 148 | 0.01 228 | 0.26 412 | 0.15 178 | 0.69 161 |
|
| GCAP-Stereo-DPT-cres |  | 3.02 113 | 1.07 80 | 5.65 124 | 3.42 108 | 4.71 474 | 7.67 335 | 1.62 197 | 8.75 129 | 3.34 77 | 2.70 103 | 5.84 172 | 3.78 160 | 6.58 318 | 3.00 21 | 1.17 44 | 0.01 7 | 0.04 78 | 0.00 1 | 0.06 243 | 0.14 163 | 0.83 195 |
|
| PipStereo |  | 1.43 9 | 0.68 7 | 2.41 2 | 2.85 49 | 1.00 117 | 1.18 6 | 0.09 18 | 5.93 32 | 1.51 5 | 0.87 4 | 0.12 3 | 3.91 162 | 0.86 47 | 3.08 22 | 1.09 38 | 0.03 73 | 1.14 534 | 0.00 1 | 0.00 1 | 0.03 29 | 1.87 434 |
|
| PSi22b |  | 1.40 7 | 0.67 6 | 2.51 3 | 2.82 45 | 0.98 115 | 1.19 7 | 0.12 28 | 5.67 26 | 1.53 7 | 0.86 3 | 0.12 3 | 3.81 161 | 0.59 31 | 3.08 22 | 0.93 18 | 0.03 73 | 1.13 530 | 0.00 1 | 0.00 1 | 0.03 29 | 1.85 431 |
|
| aanet-new-32k |  | 2.65 83 | 1.89 271 | 7.06 209 | 3.33 97 | 2.10 283 | 5.72 244 | 1.68 214 | 8.13 107 | 1.82 12 | 2.01 63 | 4.36 105 | 2.64 129 | 5.98 293 | 3.22 24 | 0.98 20 | 0.02 40 | 1.02 493 | 0.00 1 | 0.00 1 | 0.09 115 | 0.97 251 |
|
| aanet-new-30k |  | 2.65 83 | 1.89 271 | 7.05 208 | 3.33 97 | 2.10 283 | 5.72 244 | 1.68 214 | 8.13 107 | 1.82 12 | 2.01 63 | 4.36 105 | 2.64 129 | 5.98 293 | 3.22 24 | 0.98 20 | 0.02 40 | 1.02 493 | 0.00 1 | 0.00 1 | 0.09 115 | 0.97 251 |
|
| GCAP-Stereo-DPT-5K |  | 3.26 133 | 1.18 106 | 6.09 143 | 3.37 104 | 4.60 467 | 4.64 145 | 1.29 142 | 9.39 155 | 9.58 249 | 6.19 219 | 10.71 249 | 1.85 93 | 0.51 23 | 3.23 26 | 1.42 84 | 0.01 7 | 0.08 148 | 0.01 228 | 0.24 391 | 0.14 163 | 0.63 145 |
|
| test_for_model |  | 3.26 133 | 1.18 106 | 6.09 143 | 3.37 104 | 4.60 467 | 4.64 145 | 1.29 142 | 9.39 155 | 9.57 248 | 6.19 219 | 10.71 249 | 1.85 93 | 0.51 23 | 3.23 26 | 1.42 84 | 0.01 7 | 0.08 148 | 0.01 228 | 0.24 391 | 0.14 163 | 0.63 145 |
|
| CroCo-Stereo |   | 3.51 158 | 2.49 430 | 8.03 266 | 9.10 523 | 1.26 161 | 0.97 3 | 0.96 110 | 11.24 206 | 8.52 229 | 3.79 144 | 4.87 128 | 7.93 273 | 4.44 210 | 3.26 28 | 2.76 198 | 0.03 73 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 299 | 0.16 29 |
| 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 |
| GCAP-Stereo-DPT-3K |  | 3.40 143 | 1.19 111 | 6.23 156 | 3.22 83 | 4.64 473 | 4.62 143 | 1.24 132 | 9.97 169 | 10.68 267 | 6.19 219 | 11.95 271 | 1.80 92 | 0.42 19 | 3.38 29 | 1.25 51 | 0.01 7 | 0.07 137 | 0.00 1 | 0.25 406 | 0.14 163 | 0.67 154 |
|
| aanet-new-16k |  | 2.56 75 | 1.50 181 | 7.52 242 | 4.24 195 | 0.72 65 | 3.79 91 | 1.59 192 | 8.38 115 | 3.25 68 | 1.75 46 | 4.56 115 | 2.61 127 | 4.57 217 | 3.47 30 | 1.59 101 | 0.03 73 | 0.56 335 | 0.00 1 | 0.03 192 | 0.10 124 | 0.93 230 |
|
| IGEV-Stereo++ |  | 2.55 74 | 0.93 49 | 4.65 71 | 4.40 204 | 3.52 398 | 3.33 72 | 0.10 23 | 8.77 130 | 4.60 116 | 2.63 96 | 4.41 107 | 2.00 103 | 4.67 232 | 3.47 30 | 0.98 20 | 0.02 40 | 0.78 400 | 0.09 378 | 0.00 1 | 0.06 79 | 1.65 397 |
|
| GCAP-Stereo-DPT-FT |  | 3.65 163 | 5.31 548 | 22.09 585 | 3.99 156 | 3.89 416 | 3.15 62 | 1.70 229 | 9.35 153 | 3.52 83 | 2.46 90 | 3.75 85 | 3.71 156 | 3.55 167 | 3.48 32 | 1.68 108 | 0.07 200 | 0.13 192 | 0.01 228 | 0.12 291 | 0.13 161 | 0.97 251 |
|
| aanet-new-10k |  | 3.05 117 | 1.69 214 | 11.03 412 | 4.59 216 | 0.93 106 | 8.16 347 | 1.83 251 | 8.82 133 | 2.73 41 | 3.10 123 | 3.11 71 | 2.74 133 | 5.35 264 | 3.49 33 | 1.80 115 | 0.01 7 | 0.47 306 | 0.05 322 | 0.07 253 | 0.14 163 | 0.88 208 |
|
| aanet-new-12k |  | 2.60 79 | 1.03 70 | 9.85 348 | 4.64 219 | 0.69 63 | 4.48 133 | 1.69 224 | 9.07 142 | 3.43 81 | 3.00 117 | 1.50 39 | 1.74 84 | 4.48 214 | 3.49 33 | 1.56 97 | 0.02 40 | 0.24 238 | 0.08 367 | 0.01 132 | 0.14 163 | 0.81 189 |
|
| LG-Stereo_Zeroshot |  | 3.06 118 | 1.06 79 | 6.40 172 | 5.55 296 | 1.90 264 | 3.79 91 | 0.82 99 | 7.92 103 | 3.70 92 | 4.01 150 | 10.87 254 | 2.27 114 | 5.15 255 | 3.49 33 | 2.09 144 | 0.19 325 | 0.64 361 | 0.00 1 | 0.35 475 | 0.42 357 | 0.58 139 |
|
| 4.5_new |  | 2.16 51 | 0.96 52 | 4.43 61 | 2.83 46 | 1.93 268 | 5.59 235 | 1.24 132 | 6.25 37 | 2.81 45 | 4.41 162 | 3.54 79 | 0.46 25 | 0.96 53 | 3.70 36 | 1.41 81 | 0.33 384 | 1.01 484 | 0.00 1 | 0.21 367 | 0.11 139 | 1.11 294 |
|
| 4.5w-stereo |  | 2.16 51 | 0.96 52 | 4.43 61 | 2.83 46 | 1.93 268 | 5.59 235 | 1.25 136 | 6.25 37 | 2.81 45 | 4.41 162 | 3.53 78 | 0.46 25 | 0.96 53 | 3.70 36 | 1.42 84 | 0.33 384 | 1.01 484 | 0.00 1 | 0.21 367 | 0.11 139 | 1.11 294 |
|
| DepthFocus |  | 1.14 2 | 0.79 26 | 3.57 26 | 2.42 11 | 0.48 37 | 1.25 9 | 0.85 103 | 2.10 2 | 1.50 4 | 0.83 2 | 1.80 46 | 1.73 82 | 0.90 49 | 3.73 38 | 0.63 3 | 0.03 73 | 0.01 15 | 0.00 1 | 0.00 1 | 0.01 1 | 0.09 12 |
|
| RAStereo |  | 2.53 69 | 1.48 173 | 7.27 226 | 4.18 180 | 1.48 194 | 1.78 17 | 0.13 29 | 8.50 120 | 8.15 217 | 2.40 87 | 4.11 99 | 3.37 144 | 0.81 45 | 3.73 38 | 2.75 196 | 0.05 131 | 0.00 1 | 0.00 1 | 0.00 1 | 0.35 305 | 0.14 24 |
|
| IGEV |   | 2.11 49 | 0.73 13 | 4.37 58 | 2.86 50 | 3.48 396 | 4.13 109 | 0.94 107 | 7.90 101 | 3.86 95 | 2.26 78 | 4.35 104 | 0.28 9 | 0.61 33 | 3.78 40 | 1.05 34 | 0.08 215 | 0.72 380 | 0.00 1 | 0.20 360 | 0.03 29 | 0.56 129 |
|
| water-stereo |  | 4.05 192 | 1.16 99 | 6.14 148 | 3.96 153 | 0.83 90 | 5.09 193 | 1.09 118 | 13.45 250 | 5.71 145 | 6.59 223 | 14.69 296 | 7.49 260 | 5.81 285 | 3.80 41 | 3.51 250 | 0.38 406 | 0.18 214 | 0.10 391 | 0.05 230 | 0.07 90 | 0.90 216 |
|
| LiteMatch* |   | 1.60 17 | 0.96 52 | 5.43 115 | 2.59 20 | 0.33 9 | 2.07 23 | 0.03 9 | 5.56 24 | 3.15 58 | 1.60 37 | 0.79 26 | 1.58 74 | 0.51 23 | 3.96 42 | 1.21 48 | 0.01 7 | 0.56 335 | 0.00 1 | 0.21 367 | 0.04 52 | 1.37 341 |
|
| BridgeDepth_RVC |   | 1.61 19 | 1.02 68 | 3.25 13 | 1.82 5 | 0.74 68 | 3.96 99 | 0.02 4 | 6.73 65 | 1.85 14 | 1.51 32 | 1.19 33 | 1.05 51 | 2.91 142 | 3.96 42 | 1.00 25 | 0.92 531 | 0.08 148 | 0.12 417 | 0.06 243 | 0.01 1 | 0.02 2 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| GEAStereo |  | 2.49 68 | 1.24 123 | 4.35 56 | 4.86 234 | 1.65 227 | 4.29 112 | 1.45 160 | 9.09 144 | 4.32 111 | 2.74 106 | 2.76 64 | 1.20 58 | 2.22 113 | 3.97 44 | 1.97 128 | 0.07 200 | 1.09 513 | 0.05 322 | 0.00 1 | 0.25 235 | 2.16 503 |
|
| GSStereo |  | 2.68 88 | 1.24 123 | 4.35 56 | 4.97 248 | 1.65 227 | 4.29 112 | 1.45 160 | 9.98 170 | 5.42 139 | 3.09 121 | 2.76 64 | 1.86 95 | 2.22 113 | 3.97 44 | 1.97 128 | 0.06 169 | 1.02 493 | 0.00 1 | 0.86 569 | 0.25 235 | 2.14 498 |
|
| GS-Stereo |  | | | | | | | 1.45 160 | 9.98 170 | 5.42 139 | 3.09 121 | 2.76 64 | 1.86 95 | 2.22 113 | 3.97 44 | 1.97 128 | 0.06 169 | 1.02 493 | 0.00 1 | 0.86 569 | 0.25 235 | 2.14 498 |
|
| GCAP-Stereo-cres-4k |  | 3.00 112 | 1.28 132 | 6.32 162 | 5.04 253 | 2.94 365 | 9.00 357 | 1.69 224 | 8.10 106 | 4.63 118 | 2.27 79 | 5.15 145 | 2.30 116 | 5.01 249 | 3.99 47 | 1.47 93 | 0.01 7 | 0.13 192 | 0.00 1 | 0.02 175 | 0.09 115 | 0.61 143 |
|
| 252Zero-FE |  | 1.84 36 | 0.98 59 | 4.47 63 | 3.26 89 | 0.75 74 | 1.97 22 | 0.08 13 | 6.80 66 | 4.77 122 | 1.93 56 | 3.67 84 | 0.18 1 | 0.28 7 | 4.02 48 | 1.16 43 | 0.04 95 | 1.19 549 | 0.09 378 | 0.42 512 | 0.04 52 | 0.69 161 |
|
| MCSU-Stereo |  | 1.92 40 | 0.72 11 | 4.33 54 | 2.88 52 | 1.10 130 | 5.13 196 | 0.86 104 | 5.27 18 | 2.85 49 | 1.01 6 | 1.79 45 | 2.60 126 | 1.11 59 | 4.03 49 | 1.69 110 | 0.03 73 | 1.23 564 | 0.00 1 | 0.28 431 | 0.02 5 | 1.53 383 |
|
| aanet-new-22k |  | 2.81 98 | 1.78 237 | 7.32 233 | 3.89 147 | 0.79 84 | 4.34 121 | 1.93 265 | 9.22 152 | 5.40 138 | 2.21 75 | 4.89 132 | 1.55 72 | 4.87 239 | 4.13 50 | 1.48 94 | 0.01 7 | 1.07 508 | 0.01 228 | 0.04 212 | 0.14 163 | 1.22 317 |
|
| LACA2 |  | 1.41 8 | 1.71 217 | 5.26 107 | 1.58 3 | 0.20 3 | 3.00 55 | 0.13 29 | 6.58 54 | 1.37 3 | 1.24 11 | 0.81 27 | 0.58 32 | 0.79 43 | 4.13 50 | 0.68 4 | 0.03 73 | 0.03 64 | 0.00 1 | 0.00 1 | 0.05 66 | 0.01 1 |
|
| aanet-new-24k |  | 2.63 81 | 1.72 225 | 6.47 180 | 3.23 84 | 1.84 259 | 5.56 234 | 1.64 201 | 7.18 78 | 2.20 24 | 2.64 97 | 6.02 175 | 2.24 113 | 4.38 205 | 4.14 52 | 1.59 101 | 0.01 7 | 0.74 386 | 0.01 228 | 0.24 391 | 0.15 178 | 0.64 147 |
|
| LiteMatch |  | 2.36 58 | 2.17 361 | 3.23 12 | 4.11 171 | 0.72 65 | 2.15 26 | 1.49 172 | 5.39 21 | 3.17 62 | 1.79 49 | 0.63 18 | 2.12 109 | 5.23 259 | 4.28 53 | 9.36 447 | 0.06 169 | 0.04 78 | 0.00 1 | 0.00 1 | 0.32 285 | 0.95 242 |
|
| MonSter++ |  | 1.59 15 | 0.74 15 | 3.22 11 | 2.42 11 | 0.35 13 | 2.15 26 | 0.02 4 | 5.40 22 | 3.17 62 | 1.79 49 | 0.61 15 | 2.15 110 | 1.22 64 | 4.28 53 | 1.38 70 | 0.61 472 | 0.61 352 | 0.00 1 | 0.27 426 | 0.02 5 | 1.34 338 |
|
| mm2 |  | 1.46 11 | 0.74 15 | 3.21 8 | 2.41 9 | 0.36 15 | 1.35 11 | 0.01 1 | 5.35 19 | 3.18 64 | 1.46 25 | 0.64 19 | 2.10 107 | 0.28 7 | 4.30 55 | 0.92 15 | 0.61 472 | 0.61 352 | 0.00 1 | 0.26 412 | 0.02 5 | 1.34 338 |
|
| mm1 |  | 1.44 10 | 0.74 15 | 3.21 8 | 2.41 9 | 0.36 15 | 1.35 11 | 0.01 1 | 4.94 9 | 3.18 64 | 1.46 25 | 0.64 19 | 2.10 107 | 0.28 7 | 4.30 55 | 0.92 15 | 0.61 472 | 0.61 352 | 0.00 1 | 0.26 412 | 0.02 5 | 1.34 338 |
|
| GeoVLM |  | 1.59 15 | 0.74 15 | 3.21 8 | 2.46 16 | 0.35 13 | 2.13 24 | 0.02 4 | 5.35 19 | 3.20 67 | 1.83 53 | 0.67 22 | 2.08 106 | 1.26 66 | 4.37 57 | 1.39 73 | 0.61 472 | 0.61 352 | 0.00 1 | 0.26 412 | 0.02 5 | 1.32 336 |
|
| DNS |  | 3.92 182 | 1.14 97 | 7.24 223 | 5.21 272 | 2.29 310 | 6.58 305 | 0.23 48 | 10.73 190 | 6.77 180 | 6.66 225 | 5.90 173 | 9.62 301 | 3.05 145 | 4.39 58 | 3.03 219 | 1.11 559 | 1.06 506 | 0.00 1 | 0.44 516 | 0.73 465 | 2.15 501 |
|
| SE |  | 5.04 237 | 2.29 387 | 6.85 203 | 5.08 257 | 1.17 139 | 9.80 363 | 4.72 404 | 13.51 251 | 11.32 275 | 10.57 278 | 12.76 279 | 4.87 189 | 5.86 289 | 4.54 59 | 2.18 149 | 2.94 611 | 0.07 137 | 0.27 490 | 0.42 512 | 0.45 370 | 1.12 299 |
|
| CAS |  | 5.44 248 | 0.98 59 | 3.95 42 | 17.59 639 | 7.74 598 | 7.82 339 | 6.09 445 | 9.89 168 | 9.40 247 | 4.82 181 | 10.69 247 | 1.93 98 | 1.22 64 | 4.54 59 | 2.47 174 | 10.98 663 | 0.02 46 | 0.00 1 | 0.02 175 | 0.53 399 | 8.19 640 |
|
| derf |  | 1.49 12 | 0.70 8 | 3.51 20 | 3.25 87 | 0.63 56 | 1.58 15 | 0.10 23 | 5.23 16 | 3.85 93 | 1.32 17 | 0.49 13 | 1.14 56 | 0.25 5 | 4.62 61 | 0.82 6 | 0.01 7 | 0.43 298 | 0.00 1 | 0.32 456 | 0.02 5 | 1.49 375 |
|
| 4.25_new |  | 2.28 54 | 1.01 63 | 4.72 74 | 3.33 97 | 2.74 342 | 4.30 114 | 2.29 289 | 6.42 41 | 3.33 73 | 2.35 82 | 3.76 86 | 0.26 4 | 2.35 123 | 4.64 62 | 1.40 76 | 0.63 478 | 0.99 470 | 0.00 1 | 0.26 412 | 0.03 29 | 0.74 176 |
|
| 4.5w_new |  | 2.28 54 | 1.01 63 | 4.72 74 | 3.33 97 | 2.74 342 | 4.30 114 | 2.29 289 | 6.42 41 | 3.33 73 | 2.35 82 | 3.76 86 | 0.26 4 | 2.35 123 | 4.64 62 | 1.40 76 | 0.63 478 | 0.99 470 | 0.00 1 | 0.26 412 | 0.03 29 | 0.74 176 |
|
| 4.25w-stereo |  | 2.28 54 | 1.01 63 | 4.72 74 | 3.33 97 | 2.74 342 | 4.31 117 | 2.30 293 | 6.42 41 | 3.33 73 | 2.35 82 | 3.76 86 | 0.26 4 | 2.35 123 | 4.64 62 | 1.40 76 | 0.63 478 | 0.99 470 | 0.00 1 | 0.26 412 | 0.03 29 | 0.74 176 |
|
| LACA1 |  | 1.26 4 | 1.11 88 | 3.02 5 | 1.48 2 | 0.60 49 | 2.46 35 | 0.44 65 | 5.13 12 | 1.26 2 | 1.82 52 | 0.26 8 | 0.48 27 | 1.74 93 | 4.67 65 | 0.52 2 | 0.02 40 | 0.03 64 | 0.00 1 | 0.00 1 | 0.04 52 | 0.12 19 |
|
| GCAP-Stereo-DPT-36K |  | 4.37 213 | 10.45 605 | 29.52 609 | 2.66 24 | 3.97 421 | 3.78 90 | 1.67 213 | 8.97 138 | 3.97 101 | 2.67 100 | 4.87 128 | 2.88 135 | 2.63 134 | 4.68 66 | 0.96 19 | 0.06 169 | 0.14 200 | 0.00 1 | 0.54 541 | 0.50 394 | 2.38 529 |
|
| BridgeDepth |   | 1.76 27 | 1.05 72 | 3.18 7 | 2.17 7 | 0.16 1 | 6.45 297 | 0.05 11 | 6.54 52 | 3.33 73 | 1.56 36 | 0.40 11 | 1.99 101 | 2.73 138 | 4.72 67 | 0.75 5 | 0.04 95 | 0.02 46 | 0.00 1 | 0.00 1 | 0.04 52 | 0.05 4 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| depth_test_26 |  | 1.61 19 | 0.82 34 | 3.51 20 | 2.60 21 | 0.56 45 | 1.22 8 | 0.09 18 | 3.16 6 | 2.90 50 | 0.56 1 | 7.44 194 | 1.99 101 | 1.13 61 | 4.78 68 | 0.86 9 | 0.05 131 | 0.05 93 | 0.01 228 | 0.03 192 | 0.04 52 | 0.37 76 |
|
| DA |  | 4.31 210 | 1.05 72 | 5.88 131 | 5.93 340 | 1.67 230 | 16.29 498 | 1.88 259 | 10.25 174 | 8.13 215 | 4.63 173 | 7.82 202 | 6.18 225 | 4.91 241 | 4.78 68 | 3.04 220 | 0.17 303 | 1.18 542 | 0.00 1 | 0.00 1 | 0.08 103 | 2.28 516 |
|
| GGEV |  | 4.31 210 | 1.05 72 | 5.88 131 | 5.93 340 | 1.67 230 | 16.29 498 | 1.88 259 | 10.25 174 | 8.13 215 | 4.63 173 | 7.82 202 | 6.18 225 | 4.91 241 | 4.78 68 | 3.04 220 | 0.17 303 | 1.18 542 | 0.00 1 | 0.00 1 | 0.08 103 | 2.28 516 |
|
| Zero-FE251 |  | 3.09 120 | 1.71 217 | 6.29 161 | 4.81 231 | 2.16 296 | 7.18 320 | 0.73 90 | 8.50 120 | 3.56 84 | 5.39 202 | 2.58 57 | 5.37 203 | 4.09 189 | 4.80 71 | 1.73 113 | 0.49 440 | 0.81 406 | 0.05 322 | 0.03 192 | 0.03 29 | 1.45 362 |
|
| qqai |  | 1.68 23 | 0.71 9 | 4.03 43 | 3.23 84 | 0.66 61 | 1.57 14 | 0.11 25 | 5.96 33 | 4.04 105 | 1.26 14 | 0.50 14 | 3.03 138 | 0.26 6 | 4.81 72 | 0.91 13 | 0.02 40 | 0.68 373 | 0.00 1 | 0.29 438 | 0.02 5 | 1.58 387 |
|
| 2w_stereo |  | 2.67 86 | 1.09 84 | 5.38 113 | 3.25 87 | 1.25 159 | 4.61 142 | 3.77 367 | 7.59 94 | 4.10 108 | 4.28 157 | 5.14 143 | 0.27 7 | 4.25 194 | 4.81 72 | 2.06 141 | 0.11 253 | 0.72 380 | 0.00 1 | 0.18 346 | 0.02 5 | 0.48 111 |
|
| Test_v1 |  | 1.80 32 | 0.90 40 | 3.67 31 | 2.66 24 | 1.27 163 | 2.14 25 | 0.16 38 | 7.69 98 | 3.86 95 | 1.62 39 | 3.08 70 | 1.48 68 | 1.00 55 | 4.86 74 | 0.99 24 | 0.09 228 | 0.06 122 | 0.00 1 | 0.00 1 | 0.03 29 | 0.42 92 |
|
| CSFM-Stereo |  | 1.85 38 | 0.72 11 | 3.47 19 | 2.90 54 | 0.34 11 | 3.06 58 | 0.15 35 | 6.97 70 | 3.08 53 | 2.66 99 | 1.25 35 | 1.50 69 | 1.08 58 | 4.86 74 | 1.63 106 | 0.66 486 | 0.61 352 | 0.00 1 | 0.23 381 | 0.02 5 | 1.84 426 |
|
| 3w_stereo |  | 2.85 103 | 1.08 82 | 6.84 201 | 3.00 62 | 0.62 54 | 5.35 217 | 6.31 453 | 7.70 99 | 3.87 97 | 4.12 154 | 5.00 139 | 0.30 12 | 4.15 192 | 4.87 76 | 1.71 112 | 0.00 1 | 1.02 493 | 0.00 1 | 0.24 391 | 0.03 29 | 0.87 207 |
|
| XX-TBD |  | 4.63 222 | 10.71 608 | 3.94 40 | 10.55 566 | 0.62 54 | 5.95 261 | 0.08 13 | 7.91 102 | 12.75 294 | 11.73 294 | 14.80 299 | 4.04 165 | 1.64 87 | 4.90 77 | 2.61 185 | 0.08 215 | 0.01 15 | 0.00 1 | 0.00 1 | 0.26 249 | 0.06 6 |
|
| MGA |  | 1.79 29 | 0.91 46 | 4.09 44 | 2.73 36 | 1.60 215 | 3.94 96 | 0.84 101 | 5.19 15 | 3.57 85 | 1.75 46 | 1.56 41 | 1.40 65 | 0.19 4 | 4.92 78 | 1.19 46 | 0.04 95 | 0.86 424 | 0.00 1 | 0.03 192 | 0.06 79 | 0.95 242 |
|
| MSE-Stereo |  | 1.77 28 | 0.91 46 | 4.27 50 | 2.73 36 | 1.36 172 | 3.24 68 | 0.67 83 | 5.70 28 | 3.59 86 | 1.75 46 | 0.95 28 | 1.66 77 | 0.35 12 | 4.92 78 | 1.19 46 | 0.04 95 | 0.86 424 | 0.00 1 | 0.18 346 | 0.06 79 | 1.08 283 |
|
| HiDET |  | 1.65 21 | 0.66 5 | 3.60 29 | 2.94 56 | 0.46 29 | 1.94 20 | 0.02 4 | 6.37 39 | 3.42 80 | 1.52 35 | 0.68 23 | 1.27 61 | 0.95 52 | 4.92 78 | 2.00 134 | 0.31 377 | 0.53 324 | 0.00 1 | 0.23 381 | 0.01 1 | 1.17 307 |
|
| PointNet |  | 1.79 29 | 0.75 19 | 3.56 23 | 2.49 17 | 0.42 21 | 2.63 39 | 0.19 43 | 6.10 35 | 4.03 104 | 2.22 76 | 1.08 30 | 2.69 132 | 0.28 7 | 5.08 81 | 1.46 92 | 0.19 325 | 0.83 414 | 0.00 1 | 0.04 212 | 0.02 5 | 1.65 397 |
|
| GCAP-Stereo |  | 4.26 207 | 2.26 383 | 8.78 289 | 5.09 259 | 1.45 184 | 5.66 240 | 1.08 117 | 13.30 245 | 8.20 218 | 8.93 262 | 10.09 235 | 6.61 238 | 3.52 163 | 5.14 82 | 3.20 231 | 0.02 40 | 1.13 530 | 0.06 339 | 0.00 1 | 0.32 285 | 0.39 83 |
|
| GCAP-Stereo-DPT-2K |  | 3.33 137 | 1.12 92 | 6.22 154 | 3.35 102 | 4.61 471 | 3.98 100 | 1.23 131 | 8.33 114 | 8.06 214 | 6.76 226 | 12.36 273 | 2.19 112 | 0.60 32 | 5.16 83 | 1.26 54 | 0.01 7 | 0.07 137 | 0.01 228 | 0.25 406 | 0.14 163 | 0.95 242 |
|
| LG-Stereo |  | 2.75 93 | 1.78 237 | 8.47 282 | 4.32 199 | 1.04 120 | 3.56 85 | 1.20 128 | 7.18 78 | 6.19 167 | 2.53 92 | 7.57 199 | 1.07 52 | 0.75 39 | 5.24 84 | 2.51 175 | 0.49 440 | 0.27 248 | 0.01 228 | 0.03 192 | 0.34 299 | 0.44 99 |
|
| CAR |  | 1.84 36 | 0.94 51 | 4.27 50 | 2.71 34 | 1.36 172 | 3.24 68 | 0.67 83 | 5.70 28 | 3.59 86 | 2.60 95 | 0.95 28 | 1.66 77 | 0.35 12 | 5.25 85 | 1.28 57 | 0.04 95 | 0.90 435 | 0.00 1 | 0.18 346 | 0.06 79 | 1.08 283 |
|
| Pointernet |  | 3.56 160 | 0.99 62 | 6.55 188 | 3.79 139 | 0.85 92 | 5.19 202 | 0.36 58 | 17.55 341 | 7.32 189 | 4.50 167 | 6.92 185 | 4.82 187 | 2.69 135 | 5.26 86 | 2.99 216 | 0.04 95 | 0.53 324 | 0.00 1 | 0.35 475 | 0.05 66 | 0.42 92 |
|
| MatchStereo |   | 1.90 39 | 1.04 71 | 4.50 65 | 2.54 19 | 0.18 2 | 2.31 32 | 0.33 56 | 6.54 52 | 5.32 135 | 1.05 7 | 4.55 114 | 0.82 47 | 1.31 68 | 5.33 87 | 1.70 111 | 0.03 73 | 0.05 93 | 0.00 1 | 0.00 1 | 0.03 29 | 0.28 48 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| GCAP-Stereo-DPT26K |  | 2.56 75 | 1.49 178 | 7.83 256 | 3.20 79 | 1.05 122 | 2.74 46 | 1.69 224 | 9.18 151 | 2.53 34 | 2.70 103 | 3.59 81 | 1.73 82 | 3.06 146 | 5.53 88 | 1.66 107 | 0.15 291 | 0.99 470 | 0.00 1 | 0.26 412 | 0.14 163 | 1.59 388 |
|
| Wavelet-MonSter |  | 2.01 41 | 1.07 80 | 5.09 101 | 2.96 57 | 2.61 336 | 2.98 54 | 0.04 10 | 5.15 13 | 2.07 20 | 2.18 71 | 4.47 109 | 0.37 21 | 1.33 71 | 5.56 89 | 2.03 138 | 0.01 7 | 0.99 470 | 0.02 269 | 0.29 438 | 0.02 5 | 0.95 242 |
|
| castereo |  | 4.17 201 | 1.71 217 | 4.94 89 | 4.23 194 | 1.13 133 | 6.25 283 | 6.97 478 | 10.76 191 | 16.22 347 | 3.25 130 | 7.74 200 | 3.55 154 | 7.25 343 | 5.61 90 | 2.63 188 | 0.04 95 | 0.38 278 | 0.00 1 | 0.26 412 | 0.08 103 | 0.44 99 |
|
| IGEV++ |  | 3.49 157 | 1.67 210 | 6.59 190 | 6.41 377 | 1.44 183 | 4.50 134 | 1.66 212 | 11.20 201 | 5.34 136 | 3.01 118 | 6.40 180 | 4.30 173 | 4.36 200 | 5.66 91 | 3.53 253 | 0.05 131 | 1.20 553 | 0.00 1 | 0.15 318 | 0.32 285 | 2.10 492 |
|
| GIP-stereo |  | 3.09 120 | 1.42 157 | 4.82 82 | 5.64 304 | 4.11 431 | 3.31 71 | 0.74 91 | 9.86 167 | 6.75 179 | 2.44 88 | 5.48 155 | 4.08 166 | 3.14 149 | 5.77 92 | 1.68 108 | 0.14 280 | 0.63 360 | 0.00 1 | 0.00 1 | 0.09 115 | 1.66 400 |
|
| LGtest1 |  | 1.67 22 | 0.87 38 | 4.47 63 | 2.67 28 | 0.82 87 | 3.00 55 | 0.11 25 | 6.42 41 | 1.80 11 | 1.94 59 | 1.62 42 | 0.65 36 | 0.92 51 | 5.90 93 | 1.02 30 | 0.04 95 | 0.55 332 | 0.00 1 | 0.00 1 | 0.10 124 | 0.46 106 |
|
| MaDis-Stereo |  | 2.96 109 | 2.05 318 | 7.26 225 | 3.35 102 | 2.54 329 | 1.78 17 | 0.28 53 | 8.41 116 | 5.58 142 | 2.77 108 | 3.62 83 | 7.05 246 | 4.60 218 | 5.95 94 | 3.33 240 | 0.01 7 | 0.05 93 | 0.00 1 | 0.00 1 | 0.19 206 | 0.39 83 |
|
| TANstereo |  | 4.87 229 | 1.49 178 | 5.02 94 | 4.02 159 | 0.51 39 | 14.25 452 | 0.15 35 | 9.17 150 | 12.84 296 | 12.80 317 | 18.36 345 | 5.14 194 | 4.43 207 | 6.01 95 | 2.30 154 | 0.09 228 | 0.12 190 | 0.00 1 | 0.01 132 | 0.02 5 | 0.68 158 |
|
| IGEV-BASED-STEREO- |  | 7.80 378 | 28.14 669 | 42.31 640 | 3.20 79 | 0.50 38 | 4.12 108 | 1.45 160 | 7.06 75 | 4.60 116 | 4.66 175 | 3.90 92 | 2.47 121 | 1.37 76 | 6.02 96 | 1.94 125 | 24.62 679 | 0.43 298 | 0.01 228 | 0.08 263 | 4.61 609 | 14.42 668 |
|
| asda |  | 2.30 57 | 1.05 72 | 5.07 100 | 3.16 76 | 1.97 273 | 3.28 70 | 0.84 101 | 6.58 54 | 3.63 90 | 2.65 98 | 3.26 72 | 0.65 36 | 2.93 143 | 6.05 97 | 1.83 117 | 0.70 492 | 1.01 484 | 0.00 1 | 0.27 426 | 0.10 124 | 0.86 201 |
|
| AEACV |  | 3.74 170 | 1.42 157 | 6.45 177 | 5.61 300 | 6.24 559 | 4.69 153 | 1.54 183 | 7.61 95 | 7.19 185 | 3.59 139 | 7.87 205 | 4.20 169 | 6.43 313 | 6.07 98 | 1.96 127 | 0.03 73 | 1.03 500 | 0.04 311 | 0.54 541 | 0.23 225 | 2.12 495 |
|
| CREStereo++_RVC |  | 4.83 226 | 1.16 99 | 4.67 72 | 4.71 225 | 2.02 277 | 4.01 101 | 0.11 25 | 9.48 159 | 18.00 376 | 8.87 259 | 16.74 322 | 4.43 176 | 2.15 110 | 6.09 99 | 3.39 244 | 0.07 200 | 0.00 1 | 0.00 1 | 10.51 670 | 0.05 66 | 0.12 19 |
| 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 |
| MSCF |  | 3.53 159 | 2.33 398 | 6.43 174 | 4.97 248 | 1.76 247 | 5.30 212 | 1.43 155 | 9.49 160 | 5.37 137 | 5.50 207 | 6.46 181 | 1.79 89 | 6.92 335 | 6.16 100 | 1.85 119 | 0.11 253 | 1.01 484 | 0.00 1 | 1.07 590 | 0.27 258 | 2.30 519 |
|
| FlowAnything_test |  | 3.40 143 | 1.63 200 | 7.17 220 | 8.89 519 | 1.37 177 | 8.59 350 | 2.43 301 | 8.27 111 | 4.69 119 | 4.28 157 | 2.68 59 | 3.47 153 | 0.74 38 | 6.21 101 | 5.48 343 | 0.11 253 | 0.04 78 | 0.17 450 | 0.65 555 | 0.17 194 | 0.91 221 |
|
| MLG-Stereo_test3 |  | 1.79 29 | 0.82 34 | 4.52 66 | 2.79 42 | 1.61 218 | 3.91 95 | 0.24 49 | 6.61 57 | 1.52 6 | 1.35 20 | 1.22 34 | 1.97 99 | 0.63 36 | 6.25 102 | 1.27 56 | 0.04 95 | 0.66 364 | 0.00 1 | 0.00 1 | 0.05 66 | 0.29 52 |
|
| trnet |  | 3.79 174 | 1.10 86 | 3.76 34 | 2.70 29 | 0.63 56 | 5.60 237 | 0.41 60 | 10.89 194 | 14.11 319 | 7.11 232 | 10.55 246 | 5.73 213 | 3.75 172 | 6.25 102 | 2.89 212 | 0.04 95 | 0.02 46 | 0.03 293 | 0.01 132 | 0.06 79 | 0.07 8 |
|
| CREStereo |  | 3.75 172 | 1.21 113 | 3.79 36 | 2.66 24 | 0.66 61 | 5.52 223 | 0.39 59 | 10.77 193 | 14.18 320 | 7.14 233 | 10.54 244 | 5.25 199 | 3.54 166 | 6.27 104 | 2.88 211 | 0.04 95 | 0.01 15 | 0.03 293 | 0.01 132 | 0.05 66 | 0.05 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 |
| CASnet |  | 4.11 196 | 1.27 130 | 5.28 109 | 5.63 303 | 0.31 5 | 4.89 173 | 2.86 328 | 11.52 210 | 11.73 282 | 11.06 288 | 11.80 265 | 4.16 168 | 1.63 86 | 6.30 105 | 2.22 150 | 0.63 478 | 0.00 1 | 0.60 539 | 0.13 296 | 0.15 178 | 0.07 8 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| LGCAT |  | 1.60 17 | 0.73 13 | 3.25 13 | 3.13 71 | 0.34 11 | 1.63 16 | 0.02 4 | 2.97 5 | 1.86 15 | 1.62 39 | 0.61 15 | 1.78 87 | 1.35 73 | 6.38 106 | 1.38 70 | 0.66 486 | 1.84 616 | 0.00 1 | 0.01 132 | 0.02 5 | 2.45 533 |
|
| CroCo-Stereo Lap2 |  | 4.21 204 | 2.60 441 | 9.11 304 | 10.21 552 | 6.06 551 | 1.11 5 | 0.78 95 | 10.63 185 | 8.34 221 | 3.46 136 | 5.18 146 | 8.92 287 | 5.66 279 | 6.42 107 | 4.53 307 | 0.03 73 | 0.05 93 | 0.00 1 | 0.00 1 | 0.81 485 | 0.39 83 |
|
| FE-Mocha |  | 4.97 234 | 2.28 385 | 10.93 408 | 5.13 266 | 2.55 331 | 4.77 163 | 0.79 96 | 14.50 276 | 5.84 158 | 13.74 342 | 11.07 256 | 12.61 351 | 3.39 158 | 6.44 108 | 2.76 198 | 0.10 245 | 1.00 478 | 0.15 438 | 0.39 507 | 0.14 163 | 0.93 230 |
|
| zero-FE |  | 3.32 135 | 1.18 106 | 5.60 123 | 4.69 222 | 4.43 453 | 3.21 67 | 1.46 165 | 6.93 67 | 2.47 32 | 1.50 28 | 2.64 58 | 1.71 80 | 4.81 236 | 6.47 109 | 3.42 247 | 0.59 466 | 0.90 435 | 0.00 1 | 0.28 431 | 13.31 658 | 0.77 183 |
|
| LoS_RVC |  | 4.09 195 | 3.01 470 | 4.81 79 | 4.88 237 | 7.78 599 | 5.24 205 | 2.80 326 | 7.57 93 | 4.24 110 | 4.41 162 | 10.34 239 | 3.62 155 | 6.34 307 | 6.59 110 | 2.37 165 | 0.04 95 | 0.03 64 | 0.00 1 | 0.01 132 | 0.06 79 | 7.70 633 |
|
| gasm-f |  | 2.98 111 | 1.42 157 | 4.98 92 | 4.86 234 | 1.58 212 | 4.40 126 | 2.46 303 | 9.09 144 | 4.32 111 | 2.74 106 | 5.99 174 | 1.20 58 | 3.99 183 | 6.65 111 | 2.16 148 | 0.07 200 | 1.09 513 | 0.05 322 | 0.00 1 | 0.30 278 | 2.16 503 |
|
| 2.75w_new |  | 2.45 66 | 1.02 68 | 5.11 102 | 2.65 23 | 1.60 215 | 3.48 80 | 2.22 288 | 6.17 36 | 3.29 72 | 5.05 191 | 4.14 100 | 0.30 12 | 2.34 122 | 6.69 112 | 2.71 193 | 0.06 169 | 0.99 470 | 0.00 1 | 0.28 431 | 0.03 29 | 0.85 198 |
|
| LCMNet |  | 2.07 45 | 0.71 9 | 3.39 16 | 2.31 8 | 0.61 51 | 1.95 21 | 0.09 18 | 6.95 68 | 7.84 206 | 1.41 23 | 1.63 43 | 1.25 60 | 1.31 68 | 6.83 113 | 1.95 126 | 0.48 436 | 0.58 345 | 0.00 1 | 0.24 391 | 0.02 5 | 1.82 424 |
|
| PhaseNet |  | 2.72 90 | 1.38 151 | 4.32 53 | 3.98 154 | 0.96 112 | 5.73 247 | 0.42 62 | 8.56 124 | 3.88 98 | 2.71 105 | 2.50 56 | 6.14 223 | 1.36 75 | 6.85 114 | 3.71 261 | 0.24 350 | 0.10 171 | 0.00 1 | 0.00 1 | 0.07 90 | 1.49 375 |
|
| RCA-Stereo |  | 5.58 252 | 1.26 127 | 6.71 195 | 4.85 233 | 0.80 86 | 5.51 222 | 3.97 375 | 17.56 342 | 19.40 400 | 8.45 250 | 14.11 290 | 8.73 284 | 8.70 375 | 6.88 115 | 2.77 204 | 0.05 131 | 0.98 455 | 0.11 412 | 0.00 1 | 0.14 163 | 0.61 143 |
|
| CES |  | 4.08 193 | 1.34 145 | 3.46 18 | 3.65 124 | 11.49 640 | 5.24 205 | 0.99 112 | 10.15 173 | 9.15 243 | 3.80 145 | 9.29 222 | 1.76 85 | 0.91 50 | 6.94 116 | 2.64 190 | 0.07 200 | 0.05 93 | 0.01 228 | 0.00 1 | 1.63 541 | 9.03 646 |
|
| depthmonostereo |  | 4.46 216 | 2.22 371 | 7.17 220 | 4.79 229 | 1.32 170 | 7.84 341 | 1.36 147 | 15.70 298 | 12.86 298 | 5.04 188 | 7.89 207 | 5.04 192 | 6.26 303 | 6.95 117 | 3.25 236 | 0.07 200 | 0.23 233 | 0.12 417 | 0.07 253 | 0.08 103 | 1.06 278 |
|
| SMOE |  | 6.44 307 | 1.85 261 | 7.88 260 | 5.24 274 | 1.36 172 | 14.51 456 | 6.59 462 | 18.47 357 | 12.01 286 | 12.39 301 | 14.90 300 | 9.78 303 | 7.37 345 | 6.98 118 | 3.73 264 | 0.45 430 | 0.02 46 | 2.34 614 | 0.17 332 | 0.53 399 | 2.23 508 |
|
| Foundation-i1 |  | 4.02 191 | 0.77 24 | 3.58 27 | 3.90 149 | 3.92 417 | 6.13 275 | 4.35 388 | 13.36 248 | 6.24 168 | 6.62 224 | 6.36 178 | 8.41 280 | 4.76 235 | 6.99 119 | 2.10 146 | 0.04 95 | 1.09 513 | 0.00 1 | 0.01 132 | 0.03 29 | 1.65 397 |
|
| 3.75w |  | 2.66 85 | 1.12 92 | 4.96 91 | 2.92 55 | 3.25 385 | 7.95 343 | 1.38 149 | 6.44 46 | 3.16 61 | 3.38 133 | 4.87 128 | 0.33 15 | 2.71 137 | 6.99 119 | 1.28 57 | 0.36 396 | 0.96 447 | 0.00 1 | 0.14 309 | 0.10 124 | 0.89 213 |
|
| MonSter |  | 2.06 44 | 0.90 40 | 4.81 79 | 2.70 29 | 1.72 239 | 6.01 265 | 0.13 29 | 6.67 58 | 3.15 58 | 1.51 32 | 2.25 52 | 0.33 15 | 0.36 14 | 7.02 121 | 1.29 59 | 0.01 7 | 0.98 455 | 0.00 1 | 0.38 497 | 0.02 5 | 1.01 262 |
|
| rvit_stereo_0080 |  | 4.27 208 | 2.89 458 | 9.02 299 | 4.10 169 | 1.93 268 | 4.06 102 | 7.35 489 | 10.37 177 | 8.86 236 | 5.39 202 | 7.51 196 | 6.20 228 | 4.36 200 | 7.08 122 | 4.75 314 | 0.45 430 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 425 | 0.45 102 |
|
| whm_eth |  | 4.27 208 | 2.89 458 | 9.02 299 | 4.10 169 | 1.93 268 | 4.06 102 | 7.35 489 | 10.37 177 | 8.86 236 | 5.39 202 | 7.51 196 | 6.20 228 | 4.36 200 | 7.08 122 | 4.75 314 | 0.45 430 | 0.01 15 | 0.00 1 | 0.00 1 | 0.59 425 | 0.45 102 |
|
| GMOStereo |  | 6.33 303 | 2.04 312 | 8.28 273 | 5.68 317 | 1.20 146 | 6.11 269 | 2.14 279 | 11.20 201 | 13.15 301 | 18.66 455 | 21.83 397 | 17.35 437 | 6.64 328 | 7.09 124 | 2.78 205 | 0.02 40 | 1.42 593 | 0.13 425 | 0.00 1 | 0.53 399 | 0.37 76 |
|
| error version |  | 6.33 303 | 2.04 312 | 8.28 273 | 5.68 317 | 1.20 146 | 6.11 269 | 2.14 279 | 11.20 201 | 13.15 301 | 18.66 455 | 21.83 397 | 17.35 437 | 6.64 328 | 7.09 124 | 2.78 205 | 0.02 40 | 1.42 593 | 0.13 425 | 0.00 1 | 0.53 399 | 0.37 76 |
|
| test-v |  | 6.33 303 | 2.04 312 | 8.28 273 | 5.68 317 | 1.20 146 | 6.11 269 | 2.14 279 | 11.20 201 | 13.15 301 | 18.66 455 | 21.83 397 | 17.35 437 | 6.64 328 | 7.09 124 | 2.78 205 | 0.02 40 | 1.42 593 | 0.13 425 | 0.00 1 | 0.53 399 | 0.37 76 |
|
| test-2 |  | 6.33 303 | 2.04 312 | 8.28 273 | 5.68 317 | 1.20 146 | 6.11 269 | 2.14 279 | 11.20 201 | 13.15 301 | 18.66 455 | 21.83 397 | 17.35 437 | 6.64 328 | 7.09 124 | 2.78 205 | 0.02 40 | 1.42 593 | 0.13 425 | 0.00 1 | 0.53 399 | 0.37 76 |
|
| Monster-pub-eth3d |  | 2.07 45 | 0.90 40 | 4.82 82 | 2.70 29 | 1.72 239 | 6.01 265 | 0.13 29 | 6.67 58 | 3.14 56 | 1.51 32 | 2.25 52 | 0.33 15 | 0.37 16 | 7.11 128 | 1.29 59 | 0.01 7 | 0.98 455 | 0.00 1 | 0.38 497 | 0.02 5 | 1.01 262 |
|
| Foundation-i1c-attn |  | 3.23 130 | 0.75 19 | 3.94 40 | 3.03 64 | 1.27 163 | 5.29 211 | 4.34 387 | 9.85 166 | 4.74 120 | 4.57 170 | 4.01 97 | 6.52 237 | 4.81 236 | 7.18 129 | 1.38 70 | 0.06 169 | 1.06 506 | 0.00 1 | 0.00 1 | 0.03 29 | 1.88 435 |
|
| monster-pro |  | 2.07 45 | 0.90 40 | 4.81 79 | 2.70 29 | 1.72 239 | 5.99 264 | 0.13 29 | 6.67 58 | 3.14 56 | 1.50 28 | 2.25 52 | 0.33 15 | 0.37 16 | 7.29 130 | 1.29 59 | 0.01 7 | 0.98 455 | 0.00 1 | 0.38 497 | 0.02 5 | 1.01 262 |
|
| Foundation-i1b |  | 3.38 141 | 0.76 22 | 4.10 45 | 2.71 34 | 1.29 167 | 5.97 262 | 4.62 398 | 10.54 182 | 4.48 115 | 5.33 200 | 3.60 82 | 7.33 257 | 5.34 263 | 7.29 130 | 1.37 66 | 0.05 131 | 1.05 503 | 0.00 1 | 0.00 1 | 0.04 52 | 1.69 404 |
|
| MonStereo |  | 2.08 48 | 0.90 40 | 4.78 77 | 2.70 29 | 1.71 237 | 6.04 268 | 0.13 29 | 6.67 58 | 3.15 58 | 1.50 28 | 2.24 51 | 0.32 14 | 0.36 14 | 7.36 132 | 1.29 59 | 0.01 7 | 0.98 455 | 0.00 1 | 0.38 497 | 0.02 5 | 1.01 262 |
|
| WCG-NET |  | 4.15 200 | 1.44 167 | 6.47 180 | 3.48 113 | 0.31 5 | 4.36 125 | 1.74 237 | 8.24 110 | 15.53 338 | 8.94 263 | 9.64 226 | 6.87 244 | 4.12 191 | 7.42 133 | 2.86 210 | 0.02 40 | 1.09 513 | 0.00 1 | 0.00 1 | 0.21 216 | 0.28 48 |
|
| HUF |  | 3.37 140 | 1.82 254 | 7.11 219 | 3.74 134 | 1.68 232 | 5.10 194 | 2.12 277 | 10.44 180 | 5.26 133 | 2.44 88 | 4.54 113 | 5.45 206 | 2.61 133 | 7.44 134 | 2.03 138 | 0.91 529 | 2.05 626 | 0.09 378 | 0.00 1 | 0.19 206 | 2.46 535 |
|
| NLSM3 |  | 3.45 150 | 1.17 105 | 4.52 66 | 3.64 123 | 3.99 422 | 3.16 63 | 0.54 76 | 14.33 268 | 9.76 253 | 3.70 142 | 7.08 191 | 1.78 87 | 3.88 180 | 7.50 135 | 3.21 233 | 0.02 40 | 0.00 1 | 0.06 339 | 0.01 132 | 0.04 52 | 0.59 141 |
|
| 4w-stereo |  | 2.40 62 | 1.23 122 | 5.26 107 | 2.81 44 | 2.14 293 | 3.64 87 | 0.60 81 | 7.00 71 | 2.73 41 | 2.99 116 | 4.33 103 | 0.35 19 | 3.26 155 | 7.50 135 | 1.55 96 | 0.32 381 | 0.98 455 | 0.00 1 | 0.30 449 | 0.05 66 | 0.96 250 |
|
| MLG-Stereo_test2 |  | 1.82 34 | 0.81 31 | 3.61 30 | 3.13 71 | 2.26 305 | 2.82 49 | 0.16 38 | 5.42 23 | 2.37 29 | 2.20 73 | 0.17 6 | 3.22 143 | 0.17 3 | 7.52 137 | 0.91 13 | 0.37 402 | 0.71 379 | 0.00 1 | 0.00 1 | 0.05 66 | 0.51 121 |
|
| Foundation-i1a |  | 3.47 154 | 0.79 26 | 4.13 46 | 3.03 64 | 1.16 137 | 5.28 208 | 3.85 368 | 10.67 187 | 4.84 123 | 6.10 214 | 3.58 80 | 7.71 267 | 5.82 286 | 7.53 138 | 1.85 119 | 0.06 169 | 1.12 528 | 0.00 1 | 0.00 1 | 0.04 52 | 1.94 451 |
|
| MLG-Stereo |  | 1.73 25 | 0.78 25 | 3.87 38 | 3.09 69 | 1.06 126 | 3.04 57 | 0.16 38 | 7.00 71 | 2.55 35 | 1.24 11 | 0.19 7 | 1.50 69 | 0.65 37 | 7.55 139 | 0.86 9 | 0.11 253 | 0.81 406 | 0.00 1 | 0.03 192 | 0.03 29 | 0.19 34 |
|
| AnonymousM |  | 6.73 321 | 12.03 622 | 3.53 22 | 4.47 208 | 1.55 209 | 4.42 128 | 3.17 340 | 11.94 216 | 8.44 226 | 17.00 419 | 10.06 228 | 9.08 290 | 4.00 185 | 7.56 140 | 4.06 279 | 0.55 456 | 0.68 373 | 23.13 675 | 8.12 661 | 0.07 90 | 0.65 150 |
|
| quiztm |  | 4.63 222 | 2.15 352 | 6.38 167 | 5.29 278 | 5.50 515 | 4.50 134 | 2.74 323 | 13.95 263 | 9.59 250 | 8.64 252 | 11.41 261 | 6.66 241 | 2.53 132 | 7.58 141 | 3.04 220 | 1.01 546 | 0.17 211 | 0.00 1 | 0.18 346 | 0.46 376 | 0.86 201 |
|
| MLG-Stereo_test1 |  | 1.73 25 | 0.79 26 | 3.82 37 | 2.83 46 | 2.75 348 | 2.77 47 | 0.15 35 | 6.43 45 | 2.10 22 | 1.21 10 | 0.16 5 | 1.52 71 | 0.52 26 | 7.62 142 | 0.90 12 | 0.03 73 | 0.74 386 | 0.00 1 | 0.03 192 | 0.03 29 | 0.24 40 |
|
| rvit_stereo_0081_aga |  | 4.01 190 | 3.10 477 | 10.05 355 | 5.65 306 | 3.01 371 | 4.91 179 | 1.88 259 | 8.80 131 | 7.27 187 | 6.97 228 | 6.94 186 | 5.81 216 | 3.23 153 | 7.63 143 | 3.77 265 | 0.08 215 | 0.00 1 | 0.00 1 | 0.00 1 | 0.62 436 | 0.44 99 |
|
| WQFJA1++ |  | 2.85 103 | 0.75 19 | 5.28 109 | 3.42 108 | 2.42 320 | 4.30 114 | 0.29 55 | 7.68 97 | 2.78 44 | 3.98 148 | 2.72 61 | 0.69 41 | 1.60 85 | 7.66 144 | 1.42 84 | 0.41 415 | 1.01 484 | 0.01 228 | 0.40 508 | 9.39 640 | 0.78 186 |
|
| test-1 |  | 6.03 293 | 1.76 233 | 15.61 516 | 8.01 491 | 1.98 275 | 7.82 339 | 1.16 124 | 13.64 254 | 13.60 311 | 9.69 270 | 15.16 304 | 11.55 328 | 5.45 268 | 7.78 145 | 4.35 297 | 0.16 296 | 1.18 542 | 0.00 1 | 0.13 296 | 0.16 186 | 1.39 348 |
|
| rvit_stereo_0083 |  | 4.77 224 | 2.28 385 | 10.63 393 | 7.49 465 | 1.73 242 | 4.88 171 | 2.71 320 | 8.97 138 | 18.71 392 | 5.01 186 | 7.88 206 | 6.38 233 | 5.11 253 | 7.80 146 | 4.86 321 | 0.28 369 | 0.04 78 | 0.00 1 | 0.01 132 | 0.26 249 | 0.39 83 |
|
| 2.5w |  | 2.47 67 | 0.97 57 | 5.69 126 | 3.45 112 | 1.92 266 | 3.19 65 | 2.18 283 | 6.67 58 | 2.91 51 | 2.14 68 | 5.66 168 | 0.25 3 | 1.97 103 | 7.82 147 | 1.43 89 | 0.18 312 | 1.07 508 | 0.00 1 | 0.30 449 | 0.03 29 | 1.46 365 |
|
| 3.25w |  | 2.57 77 | 1.05 72 | 5.06 96 | 2.75 40 | 1.49 200 | 5.87 256 | 1.15 121 | 7.21 80 | 3.61 88 | 4.57 170 | 3.97 94 | 0.64 34 | 2.42 129 | 7.82 147 | 1.41 81 | 0.07 200 | 0.97 451 | 0.00 1 | 0.23 381 | 0.08 103 | 0.95 242 |
|
| 3.25w_new |  | 2.57 77 | 1.05 72 | 5.06 96 | 2.75 40 | 1.49 200 | 5.86 255 | 1.15 121 | 7.21 80 | 3.61 88 | 4.57 170 | 3.97 94 | 0.64 34 | 2.42 129 | 7.83 149 | 1.41 81 | 0.07 200 | 0.97 451 | 0.00 1 | 0.23 381 | 0.08 103 | 0.95 242 |
|
| sAnonymous2 |  | 6.98 339 | 7.12 576 | 20.67 576 | 9.13 524 | 5.40 508 | 5.28 208 | 8.11 508 | 16.71 323 | 11.50 280 | 5.04 188 | 9.17 217 | 3.77 158 | 8.23 362 | 7.84 150 | 3.15 228 | 0.11 253 | 0.07 137 | 0.06 339 | 0.28 431 | 10.80 649 | 7.09 629 |
|
| CroCo_RVC |  | 6.98 339 | 7.12 576 | 20.67 576 | 9.13 524 | 5.40 508 | 5.28 208 | 8.11 508 | 16.71 323 | 11.50 280 | 5.04 188 | 9.17 217 | 3.77 158 | 8.23 362 | 7.84 150 | 3.15 228 | 0.11 253 | 0.07 137 | 0.06 339 | 0.28 431 | 10.80 649 | 7.09 629 |
|
| AIO_test |  | 3.09 120 | 1.33 144 | 5.84 129 | 4.60 217 | 3.35 388 | 5.26 207 | 2.32 294 | 9.12 149 | 5.01 128 | 1.93 56 | 4.76 124 | 4.23 172 | 1.35 73 | 7.85 152 | 1.18 45 | 0.92 531 | 1.03 500 | 0.00 1 | 0.29 438 | 0.07 90 | 1.30 332 |
|
| DN |  | 4.32 212 | 1.32 141 | 5.99 141 | 5.19 269 | 4.22 437 | 6.44 296 | 0.70 88 | 12.53 221 | 11.81 284 | 4.39 161 | 6.17 176 | 9.92 306 | 2.23 117 | 7.88 153 | 2.94 213 | 0.30 376 | 0.88 429 | 0.32 510 | 0.32 456 | 0.33 292 | 2.47 538 |
|
| TS12 |  | 2.90 108 | 0.93 49 | 3.58 27 | 2.61 22 | 0.40 19 | 6.37 293 | 0.20 44 | 8.95 137 | 4.89 125 | 3.34 132 | 10.48 243 | 1.45 66 | 3.08 147 | 8.02 154 | 2.96 215 | 0.02 40 | 0.01 15 | 0.00 1 | 0.00 1 | 0.05 66 | 0.67 154 |
|
| VMStereo-Base |   | 3.56 160 | 1.14 97 | 4.69 73 | 2.08 6 | 0.51 39 | 2.97 53 | 0.56 77 | 10.54 182 | 14.83 327 | 3.99 149 | 9.20 220 | 7.37 258 | 2.33 121 | 8.03 155 | 2.34 160 | 0.12 268 | 0.08 148 | 0.04 311 | 0.00 1 | 0.07 90 | 0.20 35 |
|
| R-Stereo Train |  | 7.33 356 | 1.62 196 | 9.31 321 | 6.80 418 | 2.33 313 | 7.57 331 | 5.36 422 | 24.47 447 | 7.63 192 | 16.40 396 | 33.07 547 | 12.42 349 | 5.52 273 | 8.06 156 | 5.23 332 | 0.05 131 | 0.05 93 | 0.01 228 | 0.00 1 | 0.12 147 | 0.56 129 |
|
| RAFT-Stereo |   | 7.33 356 | 1.62 196 | 9.31 321 | 6.80 418 | 2.33 313 | 7.57 331 | 5.36 422 | 24.47 447 | 7.63 192 | 16.40 396 | 33.07 547 | 12.42 349 | 5.52 273 | 8.06 156 | 5.23 332 | 0.05 131 | 0.05 93 | 0.01 228 | 0.00 1 | 0.12 147 | 0.56 129 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| S |  | 7.11 345 | 1.92 281 | 8.29 277 | 4.58 215 | 6.07 552 | 16.92 512 | 7.72 500 | 16.13 305 | 16.51 357 | 14.01 347 | 17.45 327 | 6.36 232 | 9.00 381 | 8.11 158 | 4.24 291 | 0.75 497 | 0.24 238 | 0.60 539 | 0.44 516 | 0.58 418 | 2.32 521 |
|
| RT-Monster |  | 5.39 243 | 1.31 140 | 5.51 120 | 3.93 150 | 4.29 442 | 5.15 197 | 0.80 97 | 13.13 232 | 20.24 408 | 14.19 352 | 13.71 288 | 9.73 302 | 3.24 154 | 8.13 159 | 2.61 185 | 0.06 169 | 0.27 248 | 0.00 1 | 0.00 1 | 0.05 66 | 1.44 361 |
|
| GASTEREO |  | 3.69 165 | 2.44 422 | 6.32 162 | 5.26 277 | 1.76 247 | 5.46 219 | 1.44 158 | 9.55 161 | 5.71 145 | 5.61 208 | 6.96 187 | 1.61 76 | 6.99 337 | 8.15 160 | 1.89 124 | 0.10 245 | 1.01 484 | 0.00 1 | 1.07 590 | 0.17 194 | 2.30 519 |
|
| LG-Stereo_L2 |  | 1.81 33 | 1.11 88 | 5.06 96 | 3.06 67 | 0.92 101 | 2.71 42 | 0.43 64 | 7.45 87 | 1.91 18 | 1.93 56 | 0.44 12 | 0.41 24 | 0.52 26 | 8.16 161 | 1.05 34 | 0.05 131 | 0.73 384 | 0.00 1 | 0.00 1 | 0.04 52 | 0.32 58 |
|
| LG-G_1 |  | 2.39 59 | 0.79 26 | 4.63 69 | 3.83 144 | 0.64 58 | 10.74 387 | 0.58 78 | 7.00 71 | 1.89 16 | 1.72 43 | 1.33 36 | 1.33 63 | 2.10 108 | 8.16 161 | 1.40 76 | 0.05 131 | 0.66 364 | 0.00 1 | 0.00 1 | 0.06 79 | 0.94 237 |
|
| LG-G |  | 2.39 59 | 0.79 26 | 4.63 69 | 3.83 144 | 0.64 58 | 10.74 387 | 0.58 78 | 7.00 71 | 1.89 16 | 1.72 43 | 1.33 36 | 1.33 63 | 2.10 108 | 8.16 161 | 1.40 76 | 0.05 131 | 0.66 364 | 0.00 1 | 0.00 1 | 0.06 79 | 0.94 237 |
|
| BStereo |   | 3.41 146 | 1.93 283 | 17.91 547 | 3.28 91 | 1.17 139 | 5.97 262 | 3.40 354 | 6.67 58 | 6.10 164 | 2.94 114 | 1.98 49 | 2.53 122 | 0.78 41 | 8.18 164 | 3.81 267 | 0.06 169 | 0.11 181 | 0.04 311 | 0.13 296 | 0.09 115 | 1.02 269 |
|
| Anonymus123 |  | 4.12 197 | 1.93 283 | 17.91 547 | 3.28 91 | 1.17 139 | 14.06 448 | 3.40 354 | 12.95 227 | 6.10 164 | 2.94 114 | 1.98 49 | 2.53 122 | 0.78 41 | 8.18 164 | 3.81 267 | 0.06 169 | 0.11 181 | 0.04 311 | 0.13 296 | 0.09 115 | 1.02 269 |
|
| Pro-Stereo |  | 1.71 24 | 0.58 1 | 3.34 15 | 3.27 90 | 0.61 51 | 5.34 215 | 0.75 93 | 2.21 4 | 2.69 39 | 1.61 38 | 1.34 38 | 1.45 66 | 0.15 1 | 8.22 166 | 1.87 121 | 0.18 312 | 0.03 64 | 0.00 1 | 0.29 438 | 0.04 52 | 0.15 28 |
|
| LG-Stereo_L1 |  | 1.82 34 | 1.13 94 | 4.80 78 | 3.05 66 | 1.18 143 | 2.86 51 | 0.49 69 | 7.33 84 | 2.07 20 | 1.66 41 | 0.31 9 | 0.52 28 | 0.58 30 | 8.22 166 | 1.09 38 | 0.05 131 | 0.74 386 | 0.01 228 | 0.00 1 | 0.03 29 | 0.29 52 |
|
| rvit_stereo_0081 |  | 4.20 202 | 2.18 364 | 9.43 327 | 6.66 403 | 1.77 249 | 3.43 77 | 2.29 289 | 8.53 122 | 16.32 352 | 4.68 176 | 5.52 156 | 5.21 197 | 4.60 218 | 8.22 166 | 4.20 286 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 132 | 0.41 349 | 0.49 114 |
|
| rvit_stereo_0082 |  | 4.20 202 | 2.18 364 | 9.43 327 | 6.66 403 | 1.77 249 | 3.43 77 | 2.29 289 | 8.53 122 | 16.32 352 | 4.68 176 | 5.52 156 | 5.21 197 | 4.60 218 | 8.22 166 | 4.20 286 | 0.05 131 | 0.01 15 | 0.00 1 | 0.01 132 | 0.41 349 | 0.49 114 |
|
| DDF-Stereo |  | 3.46 151 | 1.20 112 | 5.41 114 | 5.11 263 | 4.42 452 | 3.37 74 | 1.47 167 | 6.01 34 | 2.40 30 | 1.25 13 | 2.68 59 | 1.67 79 | 4.52 216 | 8.23 170 | 3.48 249 | 0.58 460 | 0.92 439 | 0.00 1 | 0.29 438 | 15.46 664 | 0.74 176 |
|
| sCroCo_RVC |  | 5.29 241 | 3.82 513 | 17.52 540 | 11.17 582 | 6.67 572 | 5.78 252 | 2.66 315 | 10.47 181 | 8.48 228 | 3.78 143 | 9.32 223 | 4.76 186 | 4.83 238 | 8.33 171 | 4.88 322 | 1.17 569 | 0.52 321 | 0.06 339 | 0.03 192 | 0.70 458 | 0.90 216 |
|
| StereoAnything_RVC |  | 2.80 97 | 12.35 627 | 6.48 185 | 2.89 53 | 1.06 126 | 1.47 13 | 0.17 41 | 5.24 17 | 2.04 19 | 1.29 16 | 0.35 10 | 0.29 11 | 3.53 165 | 8.37 172 | 1.01 27 | 0.05 131 | 0.88 429 | 0.00 1 | 0.00 1 | 6.93 626 | 1.66 400 |
|
| RAFT-Stereo + iAFF |  | 5.94 282 | 2.35 407 | 8.80 290 | 4.07 165 | 1.36 172 | 2.78 48 | 0.66 82 | 17.05 328 | 15.89 342 | 12.65 305 | 18.49 347 | 11.81 335 | 7.89 355 | 8.48 173 | 3.80 266 | 0.02 40 | 0.75 392 | 0.00 1 | 0.00 1 | 0.43 361 | 1.49 375 |
|
| SGD-Stereo |  | 2.03 42 | 0.90 40 | 4.25 49 | 2.80 43 | 0.38 18 | 3.39 75 | 0.90 105 | 7.22 82 | 2.50 33 | 4.05 151 | 1.12 32 | 1.77 86 | 1.31 68 | 8.51 174 | 1.04 31 | 0.24 350 | 0.01 15 | 0.00 1 | 0.00 1 | 0.06 79 | 0.12 19 |
|
| MGS-Stereo |  | 3.47 154 | 1.54 185 | 7.34 235 | 3.79 139 | 0.51 39 | 4.78 165 | 1.51 177 | 6.53 51 | 9.92 256 | 4.54 168 | 10.22 237 | 5.44 204 | 1.26 66 | 8.51 174 | 2.53 179 | 0.21 336 | 0.01 15 | 0.02 269 | 0.00 1 | 0.59 425 | 0.23 37 |
|
| 1w_stereo |  | 3.18 127 | 0.88 39 | 4.34 55 | 3.77 136 | 2.15 294 | 4.45 129 | 6.50 459 | 7.10 76 | 5.69 143 | 3.58 138 | 7.40 193 | 0.28 9 | 4.26 196 | 8.58 176 | 2.83 209 | 0.05 131 | 0.64 361 | 0.00 1 | 0.01 132 | 0.02 5 | 1.16 304 |
|
| asd |  | 2.40 62 | 0.92 48 | 4.93 88 | 2.96 57 | 2.30 311 | 3.95 98 | 0.35 57 | 7.56 91 | 2.81 45 | 3.69 141 | 2.96 68 | 0.54 30 | 2.23 117 | 8.72 177 | 1.25 51 | 0.70 492 | 0.84 416 | 0.00 1 | 0.13 296 | 0.12 147 | 0.93 230 |
|
| 4D-IteraStereo |  | 5.47 249 | 2.05 318 | 8.66 285 | 5.34 282 | 4.93 484 | 6.11 269 | 1.79 247 | 13.74 259 | 16.35 354 | 14.53 355 | 11.10 257 | 8.22 277 | 1.59 83 | 8.73 178 | 3.37 242 | 0.00 1 | 0.49 311 | 0.09 378 | 0.02 175 | 0.25 235 | 1.98 457 |
|
| aanet-32k-new |  | 2.81 98 | 2.11 335 | 7.27 226 | 3.65 124 | 1.62 222 | 5.00 189 | 1.77 245 | 6.59 56 | 2.45 31 | 1.50 28 | 4.30 102 | 2.17 111 | 5.93 291 | 8.74 179 | 1.56 97 | 0.02 40 | 0.16 207 | 0.00 1 | 0.00 1 | 0.16 186 | 1.27 326 |
|
| DEFOM-Stereo |  | 2.43 65 | 1.22 119 | 4.56 68 | 3.89 147 | 1.05 122 | 12.70 422 | 0.80 97 | 5.07 11 | 2.70 40 | 3.02 119 | 1.81 47 | 0.61 33 | 0.54 28 | 8.77 180 | 1.01 27 | 0.02 40 | 0.01 15 | 0.00 1 | 0.00 1 | 0.03 29 | 0.69 161 |
|
| Anonymus |   | 2.39 59 | 1.30 139 | 3.67 31 | 3.98 154 | 0.56 45 | 2.41 34 | 0.27 51 | 6.52 49 | 3.38 78 | 2.82 110 | 1.82 48 | 4.87 189 | 2.24 119 | 8.78 181 | 3.07 224 | 0.35 392 | 0.52 321 | 0.00 1 | 0.05 230 | 0.04 52 | 1.25 323 |
|
| MIPNet |  | 7.26 349 | 2.30 391 | 13.74 481 | 5.32 281 | 1.61 218 | 11.32 397 | 2.77 325 | 27.02 480 | 18.47 385 | 15.56 379 | 13.20 283 | 7.01 245 | 9.46 390 | 8.84 182 | 6.32 378 | 0.15 291 | 0.03 64 | 0.06 339 | 0.08 263 | 0.42 357 | 1.39 348 |
|
| monsters |  | 2.54 72 | 1.47 169 | 4.92 87 | 4.14 173 | 4.45 457 | 2.18 28 | 0.17 41 | 8.94 136 | 3.39 79 | 4.75 178 | 3.04 69 | 0.22 2 | 0.75 39 | 8.85 183 | 1.43 89 | 0.17 303 | 0.98 455 | 0.00 1 | 0.32 456 | 0.02 5 | 0.60 142 |
|
| DCANet-4 |  | 6.78 324 | 1.21 113 | 11.48 424 | 3.95 152 | 0.76 75 | 4.73 157 | 1.68 214 | 18.40 355 | 25.78 479 | 15.44 372 | 20.36 373 | 6.42 234 | 8.48 369 | 8.87 184 | 6.24 373 | 0.18 312 | 0.05 93 | 0.01 228 | 0.00 1 | 0.10 124 | 1.37 341 |
|
| IGEV-Stereo+ |  | 3.03 114 | 1.10 86 | 5.14 105 | 3.52 116 | 4.87 481 | 2.53 37 | 0.68 86 | 4.40 8 | 3.11 54 | 2.20 73 | 0.71 24 | 0.79 46 | 3.45 159 | 8.89 185 | 1.25 51 | 0.08 215 | 0.70 376 | 0.00 1 | 0.40 508 | 5.72 622 | 11.13 663 |
|
| aanet-new-78k |  | 2.86 105 | 1.71 217 | 12.34 457 | 3.53 117 | 0.61 51 | 2.20 29 | 1.30 144 | 7.48 89 | 2.19 23 | 1.89 54 | 4.21 101 | 1.03 50 | 6.31 305 | 8.93 186 | 1.35 65 | 0.02 40 | 0.72 380 | 0.00 1 | 0.00 1 | 0.07 90 | 1.41 354 |
|
| LACA3 |  | 1.49 12 | 1.16 99 | 2.90 4 | 1.45 1 | 0.85 92 | 2.31 32 | 1.59 192 | 5.16 14 | 1.59 10 | 1.34 18 | 0.65 21 | 0.65 36 | 0.61 33 | 8.94 187 | 0.45 1 | 0.04 95 | 0.01 15 | 0.00 1 | 0.00 1 | 0.04 52 | 0.12 19 |
|
| model_zeroshot |  | 5.85 273 | 1.91 278 | 10.98 410 | 6.34 372 | 2.55 331 | 10.42 377 | 2.38 297 | 17.38 337 | 9.39 246 | 14.72 358 | 10.36 240 | 11.21 323 | 2.93 143 | 8.95 188 | 3.57 255 | 0.14 280 | 1.01 484 | 0.15 438 | 0.38 497 | 0.08 103 | 2.15 501 |
|
| aanet-new-60k |  | 3.03 114 | 1.86 262 | 11.53 429 | 3.24 86 | 1.22 151 | 6.75 310 | 1.60 195 | 7.41 85 | 2.30 27 | 1.96 60 | 3.99 96 | 2.62 128 | 3.31 157 | 8.96 189 | 1.39 73 | 0.04 95 | 1.10 521 | 0.01 228 | 0.01 132 | 0.07 90 | 1.33 337 |
|
| 2.25w |  | 2.72 90 | 1.05 72 | 6.11 146 | 3.00 62 | 1.81 253 | 3.48 80 | 0.41 60 | 6.68 64 | 2.83 48 | 4.84 182 | 6.79 184 | 0.37 21 | 2.42 129 | 9.01 190 | 3.30 239 | 0.22 342 | 1.00 478 | 0.00 1 | 0.30 449 | 0.02 5 | 0.81 189 |
|
| fff |  | 7.26 349 | 1.99 297 | 9.12 306 | 4.17 176 | 0.47 33 | 4.73 157 | 1.68 214 | 16.56 318 | 33.55 549 | 15.45 373 | 20.36 373 | 7.49 260 | 12.54 451 | 9.03 191 | 6.26 374 | 0.18 312 | 0.05 93 | 0.01 228 | 0.00 1 | 0.10 124 | 1.37 341 |
|
| csc |  | 7.26 349 | 1.99 297 | 9.12 306 | 4.17 176 | 0.47 33 | 4.73 157 | 1.68 214 | 16.56 318 | 33.55 549 | 15.45 373 | 20.36 373 | 7.49 260 | 12.54 451 | 9.03 191 | 6.26 374 | 0.18 312 | 0.05 93 | 0.01 228 | 0.00 1 | 0.10 124 | 1.37 341 |
|
| cscssc |  | 7.26 349 | 1.99 297 | 9.12 306 | 4.17 176 | 0.47 33 | 4.73 157 | 1.68 214 | 16.56 318 | 33.55 549 | 15.45 373 | 20.36 373 | 7.49 260 | 12.54 451 | 9.03 191 | 6.26 374 | 0.18 312 | 0.05 93 | 0.01 228 | 0.00 1 | 0.10 124 | 1.37 341 |
|
| UniTT-Stereo |  | 3.10 123 | 1.22 119 | 7.79 254 | 4.50 209 | 2.51 325 | 2.59 38 | 0.42 62 | 5.88 31 | 5.74 147 | 5.46 206 | 7.76 201 | 1.12 54 | 1.46 80 | 9.06 194 | 5.42 338 | 0.06 169 | 0.07 137 | 0.00 1 | 0.01 132 | 0.60 431 | 0.26 45 |
|
| cross-raft |  | 5.70 260 | 1.44 167 | 7.08 212 | 6.69 406 | 2.11 287 | 5.89 257 | 1.44 158 | 16.44 313 | 8.38 222 | 13.42 335 | 20.70 381 | 12.20 346 | 4.38 205 | 9.06 194 | 3.11 227 | 0.03 73 | 0.38 278 | 0.00 1 | 0.22 370 | 0.24 231 | 0.84 197 |
|
| castereo++ |  | 3.76 173 | 1.79 240 | 5.06 96 | 4.09 168 | 2.65 337 | 16.30 500 | 1.89 262 | 8.46 119 | 9.15 243 | 2.53 92 | 4.66 119 | 5.04 192 | 2.00 104 | 9.08 196 | 1.04 31 | 0.02 40 | 0.59 349 | 0.00 1 | 0.34 471 | 0.08 103 | 0.50 117 |
|
| aanet-new-36k |  | 2.87 106 | 1.75 230 | 7.21 222 | 3.57 119 | 0.57 47 | 5.21 203 | 1.18 125 | 8.42 117 | 2.58 36 | 1.80 51 | 4.49 110 | 1.58 74 | 6.34 307 | 9.10 197 | 1.42 84 | 0.02 40 | 1.00 478 | 0.02 269 | 0.00 1 | 0.07 90 | 0.98 256 |
|
| MM-Stereo_test3 |  | 6.01 292 | 1.69 214 | 6.25 158 | 6.36 373 | 5.46 514 | 4.64 145 | 6.31 453 | 20.05 388 | 24.24 457 | 8.85 258 | 11.38 260 | 7.22 251 | 2.79 140 | 9.11 198 | 3.08 225 | 0.11 253 | 0.92 439 | 0.00 1 | 0.02 175 | 0.54 408 | 1.11 294 |
|
| ADStereo(finetuned) |  | 7.09 342 | 2.04 312 | 11.52 427 | 4.01 157 | 0.77 78 | 4.78 165 | 1.73 234 | 16.15 306 | 25.08 465 | 15.89 389 | 20.74 382 | 7.88 270 | 13.56 474 | 9.11 198 | 6.07 363 | 0.18 312 | 0.05 93 | 0.00 1 | 0.00 1 | 0.28 264 | 1.93 444 |
|
| qwe |  | 2.64 82 | 0.97 57 | 4.85 84 | 3.09 69 | 2.86 356 | 4.53 138 | 0.28 53 | 7.28 83 | 3.06 52 | 5.38 201 | 4.85 127 | 0.57 31 | 0.88 48 | 9.13 200 | 2.39 169 | 0.42 421 | 0.96 447 | 0.00 1 | 0.30 449 | 0.12 147 | 0.90 216 |
|
| Gwc-CoAtRS |  | 5.80 267 | 1.37 148 | 9.07 301 | 4.80 230 | 1.39 179 | 6.90 314 | 1.27 137 | 16.50 316 | 15.48 336 | 13.07 325 | 13.35 285 | 12.64 352 | 5.61 278 | 9.14 201 | 4.20 286 | 0.04 95 | 0.32 263 | 0.00 1 | 0.29 438 | 0.30 278 | 0.33 61 |
|
| LoS |  | 3.83 177 | 1.25 126 | 4.39 59 | 3.29 93 | 0.58 48 | 4.87 170 | 1.15 121 | 11.00 196 | 13.34 307 | 5.02 187 | 10.69 247 | 4.14 167 | 3.78 174 | 9.15 202 | 3.20 231 | 0.08 215 | 0.03 64 | 0.09 378 | 0.00 1 | 0.13 161 | 0.35 66 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| Replicate-Monster |  | 2.96 109 | 3.67 509 | 12.48 462 | 2.73 36 | 1.29 167 | 3.18 64 | 0.44 65 | 7.55 90 | 4.93 127 | 4.05 151 | 1.50 39 | 0.77 44 | 1.12 60 | 9.21 203 | 0.87 11 | 0.19 325 | 1.15 536 | 0.00 1 | 0.22 370 | 0.28 264 | 3.54 578 |
|
| 111111 |  | 2.79 96 | 1.16 99 | 4.90 85 | 4.16 175 | 4.50 460 | 3.40 76 | 0.22 47 | 9.37 154 | 4.11 109 | 2.47 91 | 4.41 107 | 2.27 114 | 2.02 105 | 9.21 203 | 1.37 66 | 0.01 7 | 0.79 402 | 0.08 367 | 0.01 132 | 0.14 163 | 1.19 313 |
|
| DCANet |  | 6.87 329 | 2.02 307 | 9.12 306 | 4.03 160 | 0.76 75 | 4.77 163 | 1.74 237 | 16.15 306 | 25.07 464 | 15.88 388 | 20.79 383 | 7.89 271 | 11.31 423 | 9.23 205 | 6.15 367 | 0.18 312 | 0.05 93 | 0.00 1 | 0.00 1 | 0.28 264 | 2.01 472 |
|
| AE-Stereo |  | 5.68 257 | 1.78 237 | 9.22 318 | 9.25 527 | 2.52 326 | 10.13 369 | 2.92 331 | 13.10 231 | 14.88 329 | 4.88 183 | 13.10 282 | 10.72 317 | 4.43 207 | 9.24 206 | 3.37 242 | 0.10 245 | 1.31 573 | 0.06 339 | 0.32 456 | 0.21 216 | 2.03 477 |
|
| Monster-pub-mixall |  | 2.13 50 | 0.98 59 | 4.13 46 | 2.74 39 | 0.99 116 | 2.50 36 | 0.53 75 | 6.96 69 | 3.27 69 | 3.25 130 | 3.80 89 | 0.40 23 | 0.48 22 | 9.26 207 | 1.12 40 | 0.02 40 | 1.14 534 | 0.01 228 | 0.18 346 | 0.04 52 | 0.70 167 |
|
| iRaftStereo_RVC |  | 5.06 238 | 2.15 352 | 7.88 260 | 5.54 295 | 0.78 81 | 5.22 204 | 0.45 67 | 18.47 357 | 11.75 283 | 9.72 271 | 15.05 302 | 5.74 215 | 3.18 152 | 9.29 208 | 2.52 177 | 0.02 40 | 1.24 565 | 0.00 1 | 0.01 132 | 0.58 418 | 1.62 393 |
|
| aanet-new-70k |  | 2.83 100 | 1.62 196 | 10.06 356 | 3.21 82 | 1.04 120 | 4.89 173 | 1.47 167 | 7.63 96 | 2.27 25 | 1.97 61 | 3.93 93 | 0.86 48 | 5.16 258 | 9.31 209 | 1.61 104 | 0.02 40 | 0.53 324 | 0.00 1 | 0.03 192 | 0.05 66 | 0.97 251 |
|
| monsterstereo |  | 2.74 92 | 1.26 127 | 5.23 106 | 4.64 219 | 4.44 454 | 1.81 19 | 0.08 13 | 6.52 49 | 5.70 144 | 3.84 147 | 7.47 195 | 0.27 7 | 0.37 16 | 9.33 210 | 1.51 95 | 0.05 131 | 1.11 526 | 0.00 1 | 0.35 475 | 0.03 29 | 0.75 180 |
|
| DEFOM-Stereo_RVC |  | 3.40 143 | 7.12 576 | 4.30 52 | 11.17 582 | 1.69 234 | 4.59 140 | 0.46 68 | 9.11 147 | 3.63 90 | 2.69 102 | 3.29 73 | 0.75 43 | 7.02 338 | 9.35 211 | 2.00 134 | 0.01 7 | 0.15 204 | 0.00 1 | 0.19 355 | 0.06 79 | 0.39 83 |
|
| rvit_stereo_ft |  | 5.02 236 | 3.45 496 | 10.80 400 | 11.76 593 | 2.76 349 | 4.08 107 | 8.16 510 | 10.64 186 | 10.63 266 | 4.34 160 | 6.39 179 | 6.65 240 | 4.63 227 | 9.35 211 | 5.82 360 | 0.11 253 | 0.00 1 | 0.00 1 | 0.00 1 | 0.34 299 | 0.42 92 |
|
| Any-RAFT |  | 6.28 302 | 1.42 157 | 4.91 86 | 5.00 250 | 1.25 159 | 10.18 370 | 1.90 263 | 22.68 425 | 15.87 341 | 12.12 297 | 19.23 355 | 13.69 380 | 4.65 229 | 9.35 211 | 2.36 164 | 0.06 169 | 0.57 340 | 0.00 1 | 0.00 1 | 0.05 66 | 0.35 66 |
|
| test_3 |  | 5.97 285 | 1.26 127 | 9.95 352 | 6.84 420 | 1.45 184 | 8.73 352 | 3.18 341 | 14.26 265 | 19.86 402 | 12.22 298 | 8.91 212 | 13.78 381 | 3.99 183 | 9.38 214 | 2.58 180 | 0.01 7 | 1.10 521 | 0.00 1 | 0.37 487 | 0.30 278 | 1.20 315 |
|
| test-3 |  | 5.64 256 | 1.29 136 | 9.52 334 | 4.88 237 | 1.45 184 | 6.53 301 | 2.92 331 | 13.64 254 | 19.04 396 | 12.75 316 | 8.67 210 | 13.01 367 | 4.10 190 | 9.39 215 | 2.58 180 | 0.01 7 | 1.09 513 | 0.00 1 | 0.37 487 | 0.28 264 | 1.25 323 |
|
| test_1 |  | 5.63 255 | 1.29 136 | 9.52 334 | 4.90 244 | 1.45 184 | 6.51 300 | 2.93 333 | 13.65 256 | 19.05 397 | 12.58 304 | 8.67 210 | 13.02 368 | 4.07 188 | 9.39 215 | 2.58 180 | 0.01 7 | 1.09 513 | 0.00 1 | 0.38 497 | 0.28 264 | 1.26 325 |
|
| DispViT+ |  | 2.53 69 | 0.81 31 | 3.69 33 | 1.65 4 | 5.13 497 | 2.71 42 | 0.09 18 | 13.20 234 | 6.78 181 | 1.73 45 | 1.08 30 | 0.72 42 | 1.05 57 | 9.42 217 | 1.60 103 | 0.74 496 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 29 | 0.06 6 |
|
| aanet-new |  | 3.41 146 | 1.67 210 | 7.04 207 | 4.37 203 | 2.94 365 | 10.02 367 | 1.74 237 | 8.16 109 | 3.19 66 | 2.14 68 | 5.19 147 | 2.32 117 | 7.49 346 | 9.44 218 | 1.43 89 | 0.02 40 | 0.08 148 | 0.00 1 | 0.01 132 | 0.08 103 | 0.92 223 |
|
| Reg-Stereo(zero) |  | 4.96 233 | 0.83 36 | 5.01 93 | 3.71 132 | 2.33 313 | 3.81 94 | 1.18 125 | 17.25 334 | 13.30 306 | 10.52 277 | 10.73 251 | 10.47 314 | 4.43 207 | 9.47 219 | 4.17 284 | 0.06 169 | 0.74 386 | 0.00 1 | 0.27 426 | 0.04 52 | 0.88 208 |
|
| RAFT-Test |  | 6.19 300 | 1.47 169 | 7.90 262 | 4.91 245 | 2.70 341 | 9.97 364 | 1.52 180 | 17.08 329 | 9.06 242 | 13.21 327 | 23.67 424 | 12.89 364 | 4.63 227 | 9.47 219 | 3.57 255 | 0.02 40 | 0.81 406 | 0.00 1 | 0.38 497 | 0.21 216 | 0.39 83 |
|
| EGLCR-Stereo |  | 3.41 146 | 1.28 132 | 6.47 180 | 4.22 186 | 1.36 172 | 5.18 200 | 1.24 132 | 11.58 212 | 5.47 141 | 3.80 145 | 3.40 74 | 8.10 276 | 1.69 91 | 9.53 221 | 2.23 152 | 0.09 228 | 0.89 434 | 0.01 228 | 0.00 1 | 0.24 231 | 1.42 357 |
|
| aanet-new-90k |  | 2.84 101 | 1.71 217 | 11.52 427 | 3.30 94 | 1.85 260 | 3.10 61 | 1.39 152 | 7.41 85 | 2.73 41 | 1.13 8 | 3.43 75 | 0.92 49 | 4.97 248 | 9.58 222 | 1.26 54 | 0.06 169 | 0.81 406 | 0.00 1 | 0.07 253 | 0.09 115 | 1.51 381 |
|
| RAFT-Stereo-weight |  | 5.42 247 | 1.21 113 | 6.22 154 | 4.69 222 | 1.28 166 | 6.18 280 | 1.58 190 | 18.42 356 | 18.47 385 | 11.35 291 | 10.27 238 | 11.93 341 | 1.65 88 | 9.59 223 | 3.83 269 | 0.10 245 | 0.60 351 | 0.00 1 | 0.00 1 | 0.16 186 | 0.89 213 |
|
| IPLGR |  | 7.48 359 | 1.61 193 | 14.03 487 | 4.92 246 | 1.30 169 | 10.30 374 | 1.20 128 | 24.52 450 | 22.59 435 | 16.71 410 | 18.84 350 | 8.44 282 | 7.49 346 | 9.62 224 | 6.34 380 | 0.26 362 | 0.05 93 | 0.05 322 | 0.06 243 | 0.37 323 | 0.93 230 |
|
| mms |  | 3.23 130 | 1.87 267 | 6.16 151 | 4.22 186 | 2.38 318 | 4.13 109 | 3.87 370 | 8.68 127 | 5.05 129 | 2.68 101 | 5.66 168 | 3.05 140 | 1.33 71 | 9.68 225 | 2.35 163 | 0.01 7 | 0.55 332 | 0.00 1 | 0.00 1 | 0.42 357 | 2.47 538 |
|
| rafts_anoy |  | 6.46 310 | 2.37 410 | 7.09 214 | 7.48 464 | 6.02 548 | 5.31 213 | 2.45 302 | 14.50 276 | 22.01 427 | 12.94 322 | 16.18 316 | 8.48 283 | 5.53 275 | 9.70 226 | 6.32 378 | 0.05 131 | 1.66 612 | 0.10 391 | 0.05 230 | 0.30 278 | 0.69 161 |
|
| CFNet-RSSM |  | 5.78 265 | 1.24 123 | 9.20 316 | 4.82 232 | 1.23 152 | 6.33 287 | 1.21 130 | 17.35 336 | 18.14 378 | 13.35 331 | 11.17 258 | 11.69 331 | 5.43 266 | 9.71 227 | 3.34 241 | 0.03 73 | 0.20 220 | 0.00 1 | 0.36 482 | 0.37 323 | 0.42 92 |
|
| VIP-Stereo |  | 3.44 149 | 1.88 268 | 6.40 172 | 3.40 107 | 4.56 466 | 14.56 457 | 1.70 229 | 6.48 47 | 4.46 114 | 2.19 72 | 5.59 160 | 2.42 119 | 1.80 99 | 9.75 228 | 2.11 147 | 0.01 7 | 0.98 455 | 0.00 1 | 0.01 132 | 0.09 115 | 0.49 114 |
|
| ours_stereo |  | 3.25 132 | 1.81 246 | 5.95 140 | 4.18 180 | 1.97 273 | 3.79 91 | 2.71 320 | 8.97 138 | 6.86 182 | 2.39 86 | 5.79 171 | 3.97 163 | 1.82 101 | 9.84 229 | 2.05 140 | 0.02 40 | 0.21 228 | 0.00 1 | 0.00 1 | 0.38 335 | 2.35 526 |
|
| CAS++ |  | 4.25 206 | 2.16 357 | 6.64 193 | 4.57 214 | 1.14 136 | 4.22 111 | 1.62 197 | 19.22 371 | 10.81 269 | 9.35 267 | 9.25 221 | 1.97 99 | 1.40 77 | 9.87 230 | 2.00 134 | 0.15 291 | 0.05 93 | 0.00 1 | 0.00 1 | 0.33 292 | 0.28 48 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| GCAP-BAT |  | 3.88 179 | 1.21 113 | 8.47 282 | 4.07 165 | 3.84 415 | 2.72 44 | 1.50 174 | 9.84 164 | 12.58 291 | 4.96 184 | 6.53 182 | 7.07 247 | 1.78 96 | 9.89 231 | 1.99 133 | 0.06 169 | 0.10 171 | 0.00 1 | 0.01 132 | 0.07 90 | 1.00 260 |
|
| GCAPDPT-zeroshot |  | 3.88 179 | 1.21 113 | 8.46 281 | 4.07 165 | 3.83 413 | 2.72 44 | 1.50 174 | 9.84 164 | 12.58 291 | 4.96 184 | 6.53 182 | 7.07 247 | 1.78 96 | 9.89 231 | 1.98 131 | 0.06 169 | 0.10 171 | 0.00 1 | 0.01 132 | 0.07 90 | 1.01 262 |
|
| PMTNet |  | 5.52 251 | 1.11 88 | 4.24 48 | 2.49 17 | 1.38 178 | 8.75 353 | 0.67 83 | 12.64 225 | 12.84 296 | 8.66 253 | 11.27 259 | 6.00 218 | 4.70 234 | 9.91 233 | 3.02 218 | 22.39 678 | 0.01 15 | 0.04 311 | 0.02 175 | 0.06 79 | 0.23 37 |
|
| Occ-G |  | 4.14 198 | 1.50 181 | 5.89 134 | 3.82 142 | 1.88 262 | 3.75 89 | 6.51 460 | 8.68 127 | 6.38 173 | 4.81 179 | 8.44 208 | 9.56 300 | 4.31 198 | 10.00 234 | 4.16 283 | 0.05 131 | 0.84 416 | 0.00 1 | 0.19 355 | 0.23 225 | 1.71 406 |
|
| GREAT-IGEV |   | 2.67 86 | 1.48 173 | 5.32 112 | 3.65 124 | 1.73 242 | 2.92 52 | 0.20 44 | 6.37 39 | 6.52 176 | 1.34 18 | 5.23 150 | 1.09 53 | 1.45 79 | 10.01 235 | 1.57 99 | 0.11 253 | 1.50 603 | 0.00 1 | 0.24 391 | 0.19 206 | 2.48 540 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| IGEV-RUCA |  | 3.15 126 | 1.28 132 | 5.12 103 | 5.23 273 | 2.34 316 | 6.02 267 | 1.75 241 | 7.71 100 | 5.31 134 | 2.77 108 | 4.98 138 | 4.01 164 | 2.39 128 | 10.02 236 | 1.73 113 | 0.17 303 | 0.26 246 | 0.21 469 | 0.29 438 | 0.74 469 | 0.58 139 |
|
| AIO-test2 |  | 7.31 355 | 2.95 464 | 8.32 278 | 9.20 526 | 5.66 526 | 8.78 354 | 5.13 411 | 26.30 470 | 23.78 450 | 7.04 230 | 20.37 377 | 5.69 212 | 3.51 162 | 10.05 237 | 2.74 195 | 4.35 631 | 0.14 200 | 0.03 293 | 0.62 552 | 0.71 462 | 0.80 188 |
|
| DilatedVolume-Stereo |   | 4.62 221 | 1.66 208 | 6.95 205 | 4.21 185 | 1.86 261 | 10.94 391 | 0.99 112 | 12.18 219 | 6.28 170 | 12.65 305 | 10.00 227 | 5.44 204 | 3.80 175 | 10.06 238 | 3.61 257 | 0.13 276 | 0.49 311 | 0.09 378 | 0.28 431 | 0.09 115 | 0.68 158 |
|
| DF |  | 3.81 175 | 1.42 157 | 7.60 245 | 4.89 239 | 1.40 180 | 4.85 169 | 1.65 204 | 8.59 126 | 5.11 131 | 4.46 166 | 9.51 225 | 10.18 309 | 1.47 81 | 10.09 239 | 3.22 234 | 0.03 73 | 0.92 439 | 0.00 1 | 0.32 456 | 0.07 90 | 0.50 117 |
|
| NLMM |  | 4.84 227 | 1.42 157 | 5.91 136 | 3.70 129 | 5.90 542 | 12.99 427 | 1.54 183 | 13.23 236 | 10.88 270 | 5.24 196 | 5.65 166 | 6.12 220 | 4.95 244 | 10.13 240 | 7.77 406 | 0.08 215 | 0.07 137 | 0.00 1 | 0.00 1 | 0.10 124 | 1.15 301 |
|
| Former-RAFT_DAM_RVC |  | 4.91 231 | 3.05 476 | 9.51 332 | 4.55 210 | 3.59 399 | 9.01 359 | 1.46 165 | 14.59 280 | 19.31 399 | 7.65 246 | 7.22 192 | 2.04 104 | 2.21 111 | 10.13 240 | 2.51 175 | 0.12 268 | 0.03 64 | 0.08 367 | 0.00 1 | 0.62 436 | 0.50 117 |
|
| aanet-new-8k |  | 3.21 129 | 1.53 184 | 6.45 177 | 3.94 151 | 0.69 63 | 5.83 254 | 1.71 232 | 10.38 179 | 6.24 168 | 2.24 77 | 4.04 98 | 1.31 62 | 6.63 323 | 10.15 242 | 1.87 121 | 0.01 7 | 0.17 211 | 0.00 1 | 0.00 1 | 0.12 147 | 0.90 216 |
|
| RSM++ |  | 3.35 139 | 1.29 136 | 5.82 128 | 5.16 268 | 1.00 117 | 4.93 182 | 2.54 308 | 10.70 188 | 5.17 132 | 3.45 135 | 4.81 125 | 6.63 239 | 1.86 102 | 10.23 243 | 2.06 141 | 0.05 131 | 0.06 122 | 0.01 228 | 0.18 346 | 0.19 206 | 0.95 242 |
|
| GLC_STEREO |  | 3.61 162 | 1.35 146 | 3.91 39 | 6.86 422 | 0.23 4 | 4.69 153 | 1.61 196 | 9.80 162 | 7.20 186 | 5.64 209 | 9.11 216 | 5.19 196 | 2.02 105 | 10.25 244 | 3.70 259 | 0.07 200 | 0.04 78 | 0.22 477 | 0.00 1 | 0.24 231 | 0.17 31 |
|
| SCV |  | 3.72 167 | 1.81 246 | 7.24 223 | 5.65 306 | 1.66 229 | 4.31 117 | 1.64 201 | 12.11 218 | 6.98 183 | 2.28 80 | 4.94 136 | 6.07 219 | 2.70 136 | 10.28 245 | 2.30 154 | 0.09 228 | 0.98 455 | 0.00 1 | 0.53 538 | 0.55 409 | 2.27 514 |
|
| WQFJA1 |  | 4.85 228 | 1.42 157 | 5.91 136 | 3.70 129 | 5.90 542 | 13.00 428 | 1.54 183 | 13.22 235 | 10.90 271 | 5.24 196 | 5.65 166 | 6.12 220 | 4.94 243 | 10.31 246 | 7.77 406 | 0.08 215 | 0.07 137 | 0.00 1 | 0.00 1 | 0.10 124 | 1.15 301 |
|
| 3.5w_stereo |  | 2.78 95 | 1.48 173 | 5.51 120 | 2.66 24 | 1.61 218 | 5.90 260 | 1.09 118 | 7.46 88 | 3.28 71 | 4.31 159 | 4.49 110 | 0.35 19 | 2.04 107 | 10.32 247 | 3.27 238 | 0.21 336 | 0.66 364 | 0.00 1 | 0.09 271 | 0.02 5 | 0.88 208 |
|
| MoCha-V2 |  | 3.68 164 | 1.42 157 | 5.50 119 | 6.03 345 | 1.50 204 | 4.53 138 | 1.32 146 | 11.05 198 | 6.30 171 | 5.86 211 | 5.39 152 | 2.66 131 | 6.33 306 | 10.36 248 | 1.58 100 | 0.19 325 | 1.57 609 | 0.00 1 | 0.24 391 | 0.07 90 | 1.77 414 |
|
| fffy |  | 3.69 165 | 1.76 233 | 7.01 206 | 4.25 196 | 1.49 200 | 4.74 161 | 1.69 224 | 10.96 195 | 7.10 184 | 2.90 113 | 6.29 177 | 6.27 230 | 3.10 148 | 10.41 249 | 2.09 144 | 0.01 7 | 1.02 493 | 0.00 1 | 0.00 1 | 0.37 323 | 2.28 516 |
|
| AIO_rvc |  | 3.33 137 | 1.66 208 | 6.67 194 | 4.55 210 | 3.62 400 | 5.18 200 | 1.79 247 | 8.85 135 | 5.06 130 | 2.17 70 | 4.89 132 | 4.69 184 | 1.16 62 | 10.57 250 | 2.01 137 | 0.59 466 | 1.10 521 | 0.00 1 | 0.04 212 | 0.16 186 | 1.84 426 |
|
| x |  | 7.70 372 | 2.12 339 | 8.93 296 | 5.08 257 | 2.55 331 | 11.65 402 | 4.40 390 | 20.91 403 | 12.53 290 | 13.58 338 | 20.49 378 | 15.73 412 | 11.10 414 | 10.65 251 | 10.16 459 | 0.11 253 | 1.37 584 | 0.04 311 | 0.29 438 | 0.34 299 | 1.95 453 |
|
| AIO-Stereo |   | 3.32 135 | 1.49 178 | 5.67 125 | 5.06 254 | 1.51 206 | 4.67 152 | 1.71 232 | 10.31 176 | 5.90 161 | 3.02 119 | 4.90 134 | 5.32 201 | 0.80 44 | 10.66 252 | 1.88 123 | 0.06 169 | 0.85 423 | 0.00 1 | 0.70 559 | 0.14 163 | 1.78 416 |
|
| MyStereo06 |  | 6.95 334 | 2.25 378 | 14.05 488 | 6.69 406 | 4.74 476 | 7.75 336 | 9.60 530 | 17.85 345 | 9.03 241 | 13.29 330 | 10.78 253 | 18.68 461 | 5.70 282 | 10.66 252 | 4.52 305 | 0.09 228 | 1.32 574 | 0.02 269 | 0.26 412 | 0.84 492 | 0.92 223 |
|
| MyStereo8 |  | 7.68 370 | 3.00 468 | 12.46 460 | 7.70 476 | 5.11 495 | 11.40 399 | 1.39 152 | 15.98 302 | 10.05 260 | 16.45 398 | 24.04 427 | 12.01 342 | 7.91 356 | 10.68 254 | 10.57 468 | 0.14 280 | 1.52 606 | 0.08 367 | 0.48 527 | 0.60 431 | 1.98 457 |
|
| HHNet |  | 7.57 364 | 2.01 304 | 8.03 266 | 3.71 132 | 3.46 394 | 4.93 182 | 6.17 447 | 19.69 382 | 16.27 350 | 20.91 505 | 31.75 527 | 10.56 315 | 5.82 286 | 10.69 255 | 5.10 326 | 0.67 489 | 0.07 137 | 0.21 469 | 0.14 309 | 0.63 440 | 0.54 124 |
|
| H2IRNET |  | 6.11 296 | 1.63 200 | 7.52 242 | 4.69 222 | 2.30 311 | 4.07 106 | 0.71 89 | 12.58 223 | 13.88 313 | 7.18 235 | 20.80 384 | 15.50 406 | 10.48 405 | 10.72 256 | 8.26 417 | 0.19 325 | 0.00 1 | 0.07 359 | 0.52 537 | 0.52 397 | 0.55 126 |
|
| HUI-Stereo |  | 5.80 267 | 1.98 295 | 10.42 382 | 5.66 309 | 0.45 23 | 5.52 223 | 2.68 317 | 13.29 244 | 7.82 204 | 12.71 315 | 18.16 339 | 12.91 365 | 6.60 319 | 10.73 257 | 5.36 336 | 0.89 525 | 0.08 148 | 0.10 391 | 0.00 1 | 0.25 235 | 0.36 72 |
|
| dual_stereo |  | 2.05 43 | 0.76 22 | 3.43 17 | 2.96 57 | 1.50 204 | 2.64 40 | 0.08 13 | 5.59 25 | 2.63 37 | 1.35 20 | 0.77 25 | 2.38 118 | 0.61 33 | 10.75 258 | 1.98 131 | 0.02 40 | 1.41 591 | 0.00 1 | 0.23 381 | 0.01 1 | 1.86 432 |
|
| AIO-test1 |  | 6.69 320 | 2.11 335 | 7.06 209 | 10.57 567 | 6.38 567 | 8.85 355 | 1.73 234 | 22.56 424 | 20.92 413 | 7.01 229 | 17.67 331 | 8.06 275 | 4.87 239 | 10.79 259 | 3.39 244 | 0.17 303 | 0.09 159 | 0.00 1 | 0.34 471 | 0.35 305 | 0.86 201 |
|
| MM-Stereo_test2 |  | 4.38 214 | 1.62 196 | 7.85 258 | 5.85 336 | 1.12 131 | 7.07 318 | 2.18 283 | 15.22 288 | 8.69 233 | 7.23 239 | 5.26 151 | 4.83 188 | 3.75 172 | 10.87 260 | 2.40 170 | 0.03 73 | 1.04 502 | 0.00 1 | 0.14 309 | 0.41 349 | 2.02 473 |
|
| tg |  | 5.41 245 | 2.04 312 | 7.70 247 | 5.40 287 | 1.27 163 | 7.45 330 | 0.49 69 | 18.97 364 | 13.10 300 | 9.51 268 | 14.60 293 | 7.15 249 | 4.05 186 | 10.89 261 | 2.99 216 | 0.02 40 | 0.70 376 | 0.00 1 | 0.00 1 | 0.55 409 | 1.42 357 |
|
| fffft |  | 2.87 106 | 1.37 148 | 6.09 143 | 3.63 121 | 1.48 194 | 4.34 121 | 4.03 378 | 9.11 147 | 3.91 100 | 3.19 124 | 2.34 55 | 1.90 97 | 1.43 78 | 10.93 262 | 2.22 150 | 0.00 1 | 0.23 233 | 0.00 1 | 0.00 1 | 0.38 335 | 0.85 198 |
| 1: 1. 1 |
| FTStereo |  | 8.76 408 | 1.57 190 | 6.75 197 | 6.55 387 | 2.45 323 | 7.65 334 | 11.62 572 | 18.36 352 | 9.01 239 | 20.25 484 | 40.79 611 | 15.87 413 | 12.36 450 | 11.02 263 | 4.69 312 | 0.24 350 | 0.01 15 | 0.09 378 | 0.16 327 | 0.19 206 | 5.58 610 |
|
| RSM |  | 3.39 142 | 1.22 119 | 5.46 117 | 5.06 254 | 1.60 215 | 4.70 155 | 1.76 244 | 10.72 189 | 4.92 126 | 3.67 140 | 4.52 112 | 7.70 266 | 1.74 93 | 11.04 264 | 2.06 141 | 0.05 131 | 0.18 214 | 0.00 1 | 0.35 475 | 0.19 206 | 0.92 223 |
|
| SMoEStereo_RVC |  | 3.08 119 | 1.77 236 | 5.88 131 | 4.29 197 | 0.76 75 | 6.25 283 | 1.85 253 | 8.81 132 | 4.44 113 | 4.08 153 | 3.85 91 | 2.76 134 | 2.21 111 | 11.07 265 | 2.28 153 | 0.01 7 | 0.13 192 | 0.03 293 | 0.00 1 | 0.35 305 | 0.83 195 |
|
| ACVNet-DCA |  | 5.76 264 | 2.52 431 | 6.38 167 | 6.77 414 | 0.74 68 | 10.55 379 | 5.19 413 | 21.10 406 | 13.53 308 | 7.39 241 | 10.06 228 | 4.44 177 | 9.58 391 | 11.08 266 | 2.33 157 | 0.05 131 | 1.18 542 | 0.00 1 | 0.04 212 | 0.37 323 | 1.93 444 |
|
| xx1 |  | 6.52 315 | 2.52 431 | 6.38 167 | 6.77 414 | 0.74 68 | 10.55 379 | 5.19 413 | 19.19 368 | 15.95 343 | 7.39 241 | 10.07 234 | 16.17 417 | 12.10 443 | 11.08 266 | 2.33 157 | 0.05 131 | 1.18 542 | 0.02 269 | 0.36 482 | 0.37 323 | 1.93 444 |
|
| cc1 |  | 5.79 266 | 2.52 431 | 6.38 167 | 6.77 414 | 0.74 68 | 10.55 379 | 5.19 413 | 19.19 368 | 15.95 343 | 7.39 241 | 10.06 228 | 4.44 177 | 9.58 391 | 11.08 266 | 2.33 157 | 0.05 131 | 1.18 542 | 0.00 1 | 0.04 212 | 0.34 299 | 2.04 479 |
|
| DCRE |  | 6.73 321 | 2.11 335 | 9.19 315 | 7.76 479 | 4.90 482 | 7.81 338 | 5.86 440 | 16.46 314 | 11.38 277 | 9.61 269 | 22.55 413 | 11.84 338 | 6.35 309 | 11.09 269 | 3.63 258 | 0.04 95 | 1.19 549 | 0.06 339 | 0.37 487 | 0.15 178 | 2.23 508 |
|
| ffm |  | 8.89 414 | 2.34 401 | 12.99 470 | 6.28 365 | 3.81 409 | 12.43 415 | 7.47 492 | 19.77 383 | 16.80 364 | 16.64 406 | 32.03 532 | 17.29 433 | 11.78 435 | 11.11 270 | 2.34 160 | 0.05 131 | 1.17 538 | 0.80 557 | 0.37 487 | 0.29 272 | 2.07 485 |
|
| tt1 |  | 5.74 262 | 2.52 431 | 6.54 187 | 6.89 424 | 0.86 95 | 10.31 376 | 4.08 379 | 19.77 383 | 16.80 364 | 7.17 234 | 9.02 213 | 4.71 185 | 8.97 380 | 11.11 270 | 2.34 160 | 0.05 131 | 1.17 538 | 0.00 1 | 0.04 212 | 0.29 272 | 2.07 485 |
|
| ACRE |  | 7.62 367 | 3.21 482 | 14.93 504 | 7.81 481 | 5.00 489 | 10.01 366 | 4.45 391 | 16.32 310 | 15.86 340 | 17.81 437 | 19.21 353 | 8.38 279 | 4.25 194 | 11.11 270 | 10.58 469 | 0.78 507 | 0.32 263 | 0.03 293 | 0.15 318 | 0.44 364 | 1.84 426 |
|
| anonymousa |  | 9.61 436 | 2.06 321 | 9.20 316 | 5.24 274 | 6.67 572 | 15.03 470 | 4.18 382 | 19.08 366 | 21.43 417 | 19.03 469 | 30.96 514 | 21.49 492 | 14.23 491 | 11.12 273 | 8.61 428 | 0.08 215 | 1.24 565 | 0.29 503 | 0.69 557 | 0.18 202 | 1.48 372 |
|
| HART |  | 4.24 205 | 2.13 346 | 6.15 149 | 5.53 292 | 1.40 180 | 4.32 119 | 0.74 91 | 13.35 246 | 5.92 162 | 6.13 217 | 12.75 278 | 6.81 243 | 1.70 92 | 11.14 274 | 2.42 171 | 0.03 73 | 1.48 602 | 0.10 391 | 0.00 1 | 0.55 409 | 2.26 512 |
|
| IPLGR_C |  | 7.70 372 | 3.32 489 | 14.54 494 | 7.98 489 | 5.04 491 | 10.26 372 | 4.64 401 | 16.50 316 | 16.28 351 | 17.97 445 | 18.85 351 | 8.30 278 | 4.66 231 | 11.22 275 | 10.89 478 | 0.77 503 | 0.32 263 | 0.03 293 | 0.15 318 | 0.43 361 | 1.84 426 |
|
| MC-Stereo |  | 4.47 218 | 1.16 99 | 5.85 130 | 6.14 352 | 1.43 182 | 3.70 88 | 1.73 234 | 10.62 184 | 7.83 205 | 6.85 227 | 13.33 284 | 6.77 242 | 6.21 302 | 11.23 276 | 2.52 177 | 0.04 95 | 1.30 569 | 0.06 339 | 0.24 391 | 0.17 194 | 2.14 498 |
|
| Selective-IGEV-i32 |  | 3.46 151 | 1.32 141 | 5.92 138 | 4.55 210 | 2.25 304 | 4.64 145 | 2.07 275 | 11.51 209 | 5.80 149 | 3.20 127 | 4.75 122 | 5.45 206 | 1.78 96 | 11.24 277 | 2.37 165 | 0.05 131 | 0.82 412 | 0.00 1 | 0.20 360 | 0.10 124 | 1.17 307 |
|
| IGEVStereo-DCA |  | 3.90 181 | 2.95 464 | 7.30 228 | 4.05 161 | 0.92 101 | 4.94 184 | 1.65 204 | 14.40 269 | 5.82 151 | 4.17 155 | 4.67 120 | 4.50 180 | 3.95 181 | 11.24 277 | 4.28 293 | 0.18 312 | 0.56 335 | 0.00 1 | 0.17 332 | 0.25 235 | 1.98 457 |
|
| rrr |  | 3.99 189 | 2.95 464 | 11.04 414 | 4.05 161 | 0.92 101 | 4.94 184 | 1.53 181 | 11.97 217 | 6.50 175 | 4.17 155 | 4.67 120 | 4.50 180 | 3.95 181 | 11.24 277 | 4.28 293 | 0.18 312 | 0.56 335 | 0.00 1 | 0.22 370 | 0.25 235 | 1.88 435 |
|
| Selective-IGEV |  | 3.46 151 | 1.32 141 | 5.92 138 | 4.55 210 | 2.27 306 | 4.65 149 | 2.07 275 | 11.50 208 | 5.81 150 | 3.19 124 | 4.75 122 | 5.46 208 | 1.77 95 | 11.24 277 | 2.37 165 | 0.05 131 | 0.82 412 | 0.00 1 | 0.20 360 | 0.10 124 | 1.17 307 |
|
| raftrobust |  | 5.94 282 | 2.07 325 | 6.94 204 | 7.67 472 | 6.24 559 | 4.96 186 | 1.82 249 | 17.76 343 | 14.36 322 | 12.03 296 | 11.62 264 | 7.74 268 | 9.01 382 | 11.29 281 | 3.71 261 | 0.05 131 | 0.79 402 | 0.00 1 | 0.04 212 | 0.25 235 | 0.38 81 |
|
| NLSM1 |  | 5.13 240 | 1.43 165 | 6.34 166 | 4.67 221 | 5.73 528 | 13.35 436 | 1.37 148 | 15.17 287 | 10.96 272 | 5.43 205 | 10.97 255 | 4.39 174 | 4.65 229 | 11.31 282 | 5.75 354 | 0.01 7 | 0.05 93 | 0.01 228 | 0.00 1 | 0.11 139 | 0.92 223 |
|
| Hybrid-DGEV-03 |  | 7.24 348 | 2.18 364 | 6.74 196 | 6.57 390 | 1.24 156 | 11.30 395 | 2.51 306 | 14.66 281 | 14.85 328 | 16.91 413 | 29.69 494 | 13.87 382 | 5.80 283 | 11.32 283 | 4.52 305 | 0.03 73 | 0.49 311 | 0.13 425 | 0.00 1 | 0.41 349 | 1.63 394 |
|
| WCG-NET(raft) |  | 4.87 229 | 1.67 210 | 6.84 201 | 3.49 114 | 0.31 5 | 4.96 186 | 1.95 267 | 11.08 199 | 15.49 337 | 8.82 257 | 11.46 262 | 9.50 297 | 4.96 245 | 11.32 283 | 3.26 237 | 0.09 228 | 1.41 591 | 0.00 1 | 0.03 192 | 0.23 225 | 0.54 124 |
|
| FSD |  | | | | | 6.22 557 | 8.24 349 | 12.03 576 | 13.05 230 | 8.40 223 | 8.19 247 | 7.55 198 | 10.42 313 | 7.18 341 | 11.33 285 | 9.08 435 | 5.65 640 | 3.82 656 | 5.53 637 | 4.12 640 | 5.22 615 | |
|
| AdaDepth |  | 2.53 69 | 1.09 84 | 6.44 175 | 3.77 136 | 3.11 376 | 3.50 84 | 0.68 86 | 5.77 30 | 3.85 93 | 2.06 66 | 3.46 76 | 0.52 28 | 1.57 82 | 11.34 286 | 1.39 73 | 0.04 95 | 0.91 437 | 0.00 1 | 0.22 370 | 0.05 66 | 0.78 186 |
|
| s12784h |  | 6.22 301 | 1.01 63 | 4.95 90 | 3.57 119 | 0.54 44 | 19.55 545 | 0.95 109 | 19.51 378 | 18.39 380 | 12.98 323 | 12.58 277 | 7.78 269 | 5.56 277 | 11.34 286 | 4.36 298 | 0.89 525 | 0.01 15 | 0.05 322 | 0.00 1 | 0.07 90 | 0.20 35 |
|
| tt45 |  | 3.47 154 | 1.65 205 | 5.29 111 | 4.20 184 | 1.93 268 | 8.00 344 | 1.99 271 | 9.99 172 | 4.05 106 | 5.83 210 | 4.57 116 | 4.57 183 | 2.37 127 | 11.40 288 | 2.38 168 | 0.01 7 | 0.14 200 | 0.00 1 | 0.01 132 | 0.40 345 | 0.69 161 |
|
| IGEV_Zeroshot_test |  | 5.90 280 | 2.30 391 | 15.24 509 | 6.90 425 | 2.11 287 | 4.35 123 | 1.51 177 | 15.68 296 | 8.52 229 | 13.73 341 | 11.89 268 | 11.49 325 | 3.82 177 | 11.41 289 | 4.76 316 | 0.11 253 | 0.84 416 | 0.15 438 | 0.25 406 | 0.87 495 | 1.98 457 |
|
| IGEV-FE |  | 5.90 280 | 2.30 391 | 15.24 509 | 6.91 426 | 2.11 287 | 4.35 123 | 1.51 177 | 15.68 296 | 8.52 229 | 13.72 340 | 11.87 267 | 11.49 325 | 3.84 179 | 11.42 290 | 4.77 317 | 0.10 245 | 0.84 416 | 0.15 438 | 0.25 406 | 0.87 495 | 1.98 457 |
|
| rvit_0105_6 |  | 6.06 294 | 3.23 483 | 15.34 514 | 10.26 553 | 1.75 245 | 5.08 191 | 5.19 413 | 11.03 197 | 20.73 410 | 6.39 222 | 7.02 188 | 10.21 310 | 7.94 357 | 11.42 290 | 3.83 269 | 0.40 411 | 0.29 257 | 0.00 1 | 0.01 132 | 0.57 415 | 0.40 89 |
|
| DMCA |  | 8.96 417 | 2.60 441 | 11.84 442 | 5.61 300 | 4.25 440 | 11.09 394 | 4.36 389 | 25.89 460 | 20.23 407 | 17.10 421 | 20.96 385 | 17.55 443 | 11.92 441 | 11.47 292 | 12.27 496 | 0.60 470 | 0.09 159 | 0.35 514 | 0.05 230 | 0.48 381 | 0.57 136 |
|
| ff7 |  | 3.92 182 | 2.12 339 | 7.30 228 | 4.22 186 | 1.47 189 | 4.90 175 | 1.65 204 | 14.40 269 | 5.82 151 | 5.08 192 | 5.59 160 | 3.45 147 | 4.61 222 | 11.48 293 | 2.76 198 | 0.04 95 | 0.98 455 | 0.00 1 | 0.17 332 | 0.35 305 | 1.98 457 |
|
| ffff |  | 3.92 182 | 2.12 339 | 7.30 228 | 4.22 186 | 1.47 189 | 4.90 175 | 1.65 204 | 14.40 269 | 5.82 151 | 5.08 192 | 5.59 160 | 3.45 147 | 4.61 222 | 11.48 293 | 2.76 198 | 0.04 95 | 0.98 455 | 0.00 1 | 0.17 332 | 0.35 305 | 1.98 457 |
|
| 11t |  | 3.92 182 | 2.12 339 | 7.30 228 | 4.22 186 | 1.47 189 | 4.90 175 | 1.65 204 | 14.40 269 | 5.82 151 | 5.08 192 | 5.59 160 | 3.45 147 | 4.61 222 | 11.48 293 | 2.76 198 | 0.04 95 | 0.98 455 | 0.00 1 | 0.17 332 | 0.35 305 | 1.98 457 |
|
| ccc-4 |  | 3.92 182 | 2.12 339 | 7.30 228 | 4.22 186 | 1.47 189 | 4.90 175 | 1.65 204 | 14.40 269 | 5.82 151 | 5.08 192 | 5.59 160 | 3.45 147 | 4.61 222 | 11.48 293 | 2.76 198 | 0.04 95 | 0.98 455 | 0.00 1 | 0.17 332 | 0.35 305 | 1.98 457 |
|
| SCV_C0 |  | 3.81 175 | 1.92 281 | 7.94 263 | 4.22 186 | 1.75 245 | 4.82 168 | 1.56 189 | 11.79 213 | 8.00 209 | 3.23 129 | 5.14 143 | 6.19 227 | 1.81 100 | 11.49 297 | 2.42 171 | 0.17 303 | 1.09 513 | 0.00 1 | 0.23 381 | 0.38 335 | 2.04 479 |
|
| raft+_RVC |  | 7.10 344 | 2.37 410 | 6.59 190 | 6.94 431 | 5.82 536 | 6.35 290 | 5.97 443 | 21.05 404 | 23.63 449 | 10.90 285 | 17.95 333 | 9.80 304 | 5.55 276 | 11.49 297 | 4.47 304 | 0.04 95 | 1.50 603 | 0.00 1 | 0.00 1 | 0.38 335 | 1.23 320 |
|
| GrayStereo |  | 9.02 419 | 1.35 146 | 7.73 251 | 8.62 509 | 2.88 358 | 10.28 373 | 10.99 558 | 18.66 361 | 16.36 355 | 22.78 534 | 30.63 508 | 17.56 444 | 12.19 446 | 11.50 299 | 5.08 325 | 0.09 228 | 0.02 46 | 0.19 461 | 0.78 564 | 0.33 292 | 2.37 527 |
|
| AFF-stereo |  | 6.50 313 | 2.29 387 | 8.09 268 | 4.63 218 | 0.87 96 | 3.48 80 | 0.75 93 | 16.92 327 | 13.98 315 | 13.26 328 | 25.21 439 | 15.46 405 | 7.68 352 | 11.50 299 | 3.71 261 | 0.04 95 | 0.70 376 | 0.00 1 | 0.00 1 | 0.48 381 | 1.02 269 |
|
| TestStereo_HL3 |  | 7.26 349 | 1.61 193 | 11.64 434 | 4.14 173 | 2.10 283 | 11.84 406 | 5.81 437 | 14.32 266 | 8.93 238 | 13.77 343 | 33.87 560 | 12.38 347 | 9.80 397 | 11.51 301 | 2.94 213 | 0.15 291 | 0.05 93 | 0.02 269 | 0.01 132 | 0.11 139 | 0.27 46 |
|
| ProNet |  | 4.14 198 | 2.35 407 | 7.50 241 | 4.22 186 | 1.47 189 | 5.67 242 | 6.24 449 | 13.78 261 | 7.71 196 | 3.38 133 | 4.93 135 | 3.72 157 | 3.52 163 | 11.52 302 | 2.72 194 | 0.08 215 | 1.32 574 | 0.01 228 | 0.26 412 | 0.47 379 | 2.02 473 |
|
| anonymousdsp |  | 3.97 187 | 2.10 331 | 6.76 198 | 4.43 206 | 1.82 256 | 4.92 180 | 1.68 214 | 14.84 283 | 5.82 151 | 5.26 199 | 5.54 158 | 4.20 169 | 4.37 204 | 11.54 303 | 2.68 191 | 0.04 95 | 0.87 427 | 0.00 1 | 0.18 346 | 0.36 317 | 1.98 457 |
|
| IGEV-Stereo |   | 3.97 187 | 2.10 331 | 6.78 200 | 4.43 206 | 1.81 253 | 4.92 180 | 1.68 214 | 14.84 283 | 5.82 151 | 5.25 198 | 5.54 158 | 4.22 171 | 4.36 200 | 11.55 304 | 2.68 191 | 0.04 95 | 0.88 429 | 0.00 1 | 0.18 346 | 0.36 317 | 1.98 457 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| GANet-ADL |  | 8.73 407 | 2.80 452 | 9.48 331 | 7.87 485 | 2.77 350 | 12.88 425 | 5.29 420 | 29.97 521 | 25.61 476 | 14.50 353 | 16.64 321 | 17.02 429 | 7.60 350 | 11.61 305 | 8.01 412 | 0.51 447 | 0.40 283 | 0.10 391 | 0.12 291 | 0.77 476 | 0.70 167 |
|
| MM-Stereo_test1 |  | 5.41 245 | 1.55 187 | 6.52 186 | 5.96 342 | 1.09 128 | 4.88 171 | 6.82 472 | 14.32 266 | 12.83 295 | 13.28 329 | 10.54 244 | 5.88 217 | 6.54 316 | 11.72 306 | 2.75 196 | 0.18 312 | 1.13 530 | 0.00 1 | 0.02 175 | 0.48 381 | 1.73 408 |
|
| EKT-Stereo |  | 6.11 296 | 1.71 217 | 9.09 303 | 7.69 473 | 5.56 520 | 5.16 198 | 4.26 385 | 19.18 367 | 15.13 332 | 9.20 266 | 12.84 280 | 9.55 299 | 4.18 193 | 11.74 307 | 3.24 235 | 0.53 448 | 0.62 358 | 0.09 378 | 0.14 309 | 0.17 194 | 2.16 503 |
|
| test_xeample3 |  | 4.08 193 | 2.95 464 | 11.20 418 | 4.05 161 | 1.05 122 | 5.62 239 | 1.58 190 | 13.23 236 | 4.76 121 | 7.10 231 | 3.83 90 | 3.18 142 | 3.30 156 | 11.75 308 | 4.42 301 | 0.08 215 | 0.74 386 | 0.00 1 | 0.38 497 | 0.26 249 | 2.04 479 |
|
| anonymousdsp2 |  | 6.47 312 | 1.81 246 | 9.73 342 | 5.25 276 | 1.23 152 | 9.35 362 | 3.96 373 | 22.51 421 | 18.39 380 | 12.87 320 | 10.19 236 | 10.17 308 | 4.46 211 | 11.77 309 | 3.83 269 | 0.06 169 | 1.00 478 | 0.31 508 | 0.18 346 | 0.25 235 | 2.06 484 |
|
| GMM-Stereo |  | 8.44 396 | 1.27 130 | 7.36 237 | 6.64 401 | 2.56 334 | 10.00 365 | 9.29 527 | 23.79 442 | 11.33 276 | 17.96 444 | 29.59 492 | 17.14 431 | 7.59 349 | 11.77 309 | 4.61 309 | 0.13 276 | 0.01 15 | 0.24 482 | 0.94 574 | 0.49 390 | 6.14 617 |
|
| Selective-IGEV-i1 |  | 9.59 435 | 1.71 217 | 12.10 451 | 6.85 421 | 3.93 419 | 14.86 459 | 10.78 553 | 24.93 452 | 29.82 515 | 15.59 380 | 20.50 379 | 18.97 467 | 6.41 311 | 11.79 311 | 6.76 390 | 0.22 342 | 1.26 567 | 0.93 569 | 1.50 607 | 0.32 285 | 2.49 541 |
|
| DRaft |  | 9.41 426 | 1.56 189 | 10.09 358 | 4.18 180 | 0.92 101 | 12.87 424 | 5.68 429 | 17.40 338 | 29.75 513 | 21.24 512 | 38.12 594 | 9.96 307 | 13.97 488 | 11.81 312 | 8.08 413 | 0.66 486 | 0.30 260 | 0.07 359 | 0.26 412 | 0.33 292 | 0.88 208 |
|
| DEmStereo |  | 9.07 420 | 1.70 216 | 10.89 405 | 4.86 234 | 1.23 152 | 11.51 401 | 5.70 430 | 14.24 264 | 27.02 491 | 22.33 530 | 32.56 542 | 11.70 332 | 15.04 502 | 11.83 313 | 8.53 425 | 0.31 377 | 0.16 207 | 0.02 269 | 0.09 271 | 0.11 139 | 1.47 369 |
|
| TestStereo |  | 6.45 309 | 3.34 492 | 8.02 265 | 6.23 360 | 1.68 232 | 6.33 287 | 2.48 304 | 14.54 279 | 16.71 362 | 11.71 293 | 24.13 428 | 9.38 293 | 7.13 339 | 11.83 313 | 4.32 295 | 0.12 268 | 0.01 15 | 0.00 1 | 0.00 1 | 0.73 465 | 0.33 61 |
|
| CIPLG |  | 7.69 371 | 3.27 486 | 14.40 492 | 7.84 483 | 5.08 493 | 10.24 371 | 4.59 397 | 16.02 303 | 15.45 334 | 18.05 447 | 19.72 362 | 8.79 286 | 4.61 222 | 11.84 315 | 10.40 465 | 0.76 500 | 0.33 269 | 0.03 293 | 0.15 318 | 0.44 364 | 1.83 425 |
|
| XX-Stereo |  | 6.50 313 | 1.81 246 | 10.42 382 | 12.71 609 | 7.14 583 | 3.46 79 | 0.90 105 | 16.31 309 | 6.13 166 | 9.03 264 | 28.11 472 | 13.48 377 | 2.22 113 | 11.87 316 | 2.61 185 | 0.45 430 | 0.78 400 | 0.08 367 | 0.42 512 | 1.09 513 | 0.88 208 |
|
| PSM-adaLoss |  | 5.83 271 | 1.97 288 | 10.44 386 | 5.66 309 | 0.46 29 | 5.54 230 | 1.91 264 | 13.24 238 | 7.80 202 | 12.69 309 | 18.19 343 | 12.80 356 | 6.65 332 | 11.89 317 | 5.45 342 | 1.02 548 | 0.09 159 | 0.10 391 | 0.00 1 | 0.26 249 | 0.36 72 |
|
| THIR-Stereo |  | 9.52 431 | 2.21 368 | 9.26 319 | 5.38 285 | 0.85 92 | 15.55 477 | 11.50 570 | 16.88 326 | 21.74 425 | 24.45 555 | 31.96 530 | 14.20 384 | 13.85 483 | 11.89 317 | 8.54 426 | 0.14 280 | 0.25 245 | 0.10 391 | 0.05 230 | 0.40 345 | 1.11 294 |
|
| MIF-Stereo (partial) |  | 4.55 219 | 1.63 200 | 8.37 279 | 5.46 290 | 5.35 506 | 3.48 80 | 0.94 107 | 9.80 162 | 8.03 211 | 4.45 165 | 15.68 307 | 5.33 202 | 5.11 253 | 11.92 319 | 4.57 308 | 0.06 169 | 0.02 46 | 0.06 339 | 0.03 192 | 0.45 370 | 0.30 55 |
|
| GMStereo |   | 6.44 307 | 4.92 541 | 12.13 452 | 5.60 299 | 0.87 96 | 9.18 361 | 2.57 312 | 12.99 228 | 25.54 475 | 12.85 318 | 11.84 266 | 5.60 209 | 3.62 168 | 11.92 319 | 6.44 384 | 0.53 448 | 0.02 46 | 0.05 322 | 0.36 482 | 0.98 504 | 0.70 167 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| Prome-Stereo |  | 8.22 390 | 1.48 173 | 6.24 157 | 7.06 437 | 1.55 209 | 6.54 302 | 9.08 520 | 21.88 415 | 9.88 254 | 21.12 510 | 32.48 541 | 11.82 336 | 11.59 429 | 11.99 321 | 4.04 278 | 0.08 215 | 0.02 46 | 0.19 461 | 0.12 291 | 0.45 370 | 6.89 628 |
|
| DeepStereo_RVC |  | 5.95 284 | 1.88 268 | 10.44 386 | 5.76 327 | 0.60 49 | 5.45 218 | 1.78 246 | 12.93 226 | 8.02 210 | 14.07 349 | 14.98 301 | 12.40 348 | 10.05 400 | 12.02 322 | 7.35 399 | 0.61 472 | 0.10 171 | 0.12 417 | 0.00 1 | 0.21 216 | 0.29 52 |
|
| LCNet |  | 7.64 368 | 1.41 155 | 6.15 149 | 6.93 429 | 1.35 171 | 9.00 357 | 5.44 424 | 18.37 353 | 11.30 274 | 16.62 404 | 24.39 431 | 14.67 391 | 11.03 412 | 12.03 323 | 4.01 275 | 0.07 200 | 0.02 46 | 0.23 478 | 2.07 620 | 1.00 507 | 6.69 624 |
|
| xyz-stereo-finetune |  | 5.68 257 | 2.00 301 | 6.56 189 | 3.16 76 | 0.33 9 | 11.80 405 | 3.99 376 | 13.58 252 | 21.58 421 | 8.92 261 | 12.57 276 | 6.12 220 | 3.72 171 | 12.06 324 | 6.59 388 | 0.07 200 | 0.02 46 | 0.00 1 | 0.02 175 | 0.19 206 | 0.25 42 |
|
| MyStereo07 |  | 4.80 225 | 2.38 413 | 6.21 152 | 6.63 398 | 4.77 478 | 6.47 298 | 9.60 530 | 16.70 322 | 5.88 159 | 4.81 179 | 5.77 170 | 3.13 141 | 5.68 280 | 12.07 325 | 2.46 173 | 0.09 228 | 1.33 578 | 0.03 293 | 0.32 456 | 0.74 469 | 0.93 230 |
|
| 1test111 |  | 6.16 299 | 2.52 431 | 6.38 167 | 6.77 414 | 0.74 68 | 10.55 379 | 5.19 413 | 21.10 406 | 13.53 308 | 7.39 241 | 10.06 228 | 4.44 177 | 9.58 391 | 12.08 326 | 9.26 442 | 0.05 131 | 1.18 542 | 0.00 1 | 0.04 212 | 0.37 323 | 1.93 444 |
|
| qqq |  | 7.72 374 | 2.15 352 | 10.06 356 | 5.01 251 | 1.82 256 | 8.62 351 | 7.27 487 | 21.10 406 | 13.53 308 | 12.48 302 | 18.71 349 | 16.17 417 | 12.10 443 | 12.08 326 | 9.26 442 | 0.08 215 | 1.35 582 | 0.02 269 | 0.36 482 | 0.36 317 | 1.93 444 |
|
| GGDA |   | 5.40 244 | 2.03 309 | 7.08 212 | 3.82 142 | 1.46 188 | 5.60 237 | 1.69 224 | 13.83 262 | 14.46 323 | 10.64 281 | 16.25 317 | 7.19 250 | 5.29 261 | 12.09 328 | 5.44 341 | 0.22 342 | 0.10 171 | 0.01 228 | 0.01 132 | 0.20 213 | 0.50 117 |
|
| EAI-Stereo |  | 5.82 269 | 2.06 321 | 9.08 302 | 6.23 360 | 2.20 301 | 6.24 282 | 6.20 448 | 20.18 391 | 6.36 172 | 10.65 282 | 15.97 312 | 6.31 231 | 3.63 169 | 12.09 328 | 4.88 322 | 0.06 169 | 0.73 384 | 0.04 311 | 1.59 611 | 0.21 216 | 1.67 402 |
|
| Pruner-Stereo |  | 6.85 326 | 1.81 246 | 10.24 369 | 6.92 428 | 0.92 101 | 5.55 233 | 4.01 377 | 14.42 274 | 11.85 285 | 18.22 451 | 21.92 404 | 15.64 410 | 5.69 281 | 12.10 330 | 6.08 364 | 0.84 517 | 0.02 46 | 0.18 455 | 0.10 280 | 0.11 139 | 0.38 81 |
|
| DLNR_Zeroshot_test |   | 27.91 658 | 51.88 685 | 91.97 715 | 98.26 723 | 97.92 725 | 3.07 60 | 0.49 69 | 31.27 539 | 8.33 219 | 8.40 248 | 15.66 306 | 7.22 251 | 1.66 89 | 12.16 331 | 4.82 319 | 40.46 688 | 1.87 619 | 0.06 339 | 0.33 466 | 80.45 713 | 1.99 468 |
|
| DLNR-FE |  | 27.94 659 | 51.88 685 | 92.05 716 | 98.26 723 | 97.81 724 | 3.06 58 | 0.49 69 | 31.86 549 | 8.33 219 | 8.42 249 | 15.65 305 | 7.22 251 | 1.66 89 | 12.17 332 | 4.82 319 | 40.33 687 | 1.88 620 | 0.06 339 | 0.33 466 | 80.59 714 | 1.99 468 |
|
| ICVP |  | 10.54 473 | 2.11 335 | 7.49 239 | 9.62 536 | 3.41 392 | 13.85 443 | 6.34 456 | 26.81 478 | 23.24 440 | 16.90 412 | 31.76 528 | 27.31 555 | 12.81 459 | 12.18 333 | 12.47 501 | 1.59 582 | 0.58 345 | 0.19 461 | 0.13 296 | 0.63 440 | 1.45 362 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| FACV-RUCA |  | 8.11 386 | 2.29 387 | 10.34 374 | 8.07 493 | 6.02 548 | 14.18 451 | 3.04 337 | 20.05 388 | 19.00 395 | 12.98 323 | 18.43 346 | 8.73 284 | 11.58 427 | 12.20 334 | 5.78 358 | 0.38 406 | 0.64 361 | 4.34 632 | 0.35 475 | 1.89 552 | 1.96 455 |
|
| KYRaft |  | 9.17 425 | 1.39 152 | 7.74 252 | 7.07 439 | 1.03 119 | 8.05 346 | 7.90 502 | 23.72 440 | 9.22 245 | 21.43 516 | 31.08 515 | 22.52 504 | 8.03 358 | 12.21 335 | 3.16 230 | 0.10 245 | 0.02 46 | 0.05 322 | 0.67 556 | 0.46 376 | 17.51 672 |
|
| cf-r |  | 10.67 476 | 2.34 401 | 9.77 343 | 6.17 355 | 5.79 532 | 12.94 426 | 5.14 412 | 25.21 456 | 27.86 500 | 17.84 439 | 32.03 532 | 25.81 539 | 15.91 516 | 12.22 336 | 12.56 503 | 0.17 303 | 0.19 219 | 0.05 322 | 0.06 243 | 0.59 425 | 0.72 171 |
|
| 11t1 |  | 6.61 317 | 1.76 233 | 9.64 339 | 5.62 302 | 2.15 294 | 13.57 440 | 2.67 316 | 15.77 300 | 8.83 235 | 13.66 339 | 11.90 269 | 12.03 343 | 9.76 396 | 12.23 337 | 8.58 427 | 0.23 345 | 1.33 578 | 0.00 1 | 0.31 454 | 0.26 249 | 1.95 453 |
|
| AAGNet |  | 8.15 387 | 1.75 230 | 10.57 390 | 7.72 478 | 0.74 68 | 5.74 248 | 4.98 410 | 15.90 301 | 14.59 325 | 20.31 491 | 23.80 425 | 15.08 401 | 11.25 421 | 12.27 338 | 16.70 536 | 0.85 518 | 0.06 122 | 0.32 510 | 0.01 132 | 0.15 178 | 0.16 29 |
|
| ROB_FTStereo_v2 |  | 5.85 273 | 1.97 288 | 10.38 378 | 5.66 309 | 0.46 29 | 5.52 223 | 1.95 267 | 13.24 238 | 7.78 197 | 12.68 308 | 18.16 339 | 12.83 357 | 6.61 321 | 12.27 338 | 5.63 350 | 1.00 544 | 0.09 159 | 0.10 391 | 0.00 1 | 0.26 249 | 0.36 72 |
|
| ROB_FTStereo |  | 5.82 269 | 1.97 288 | 10.37 377 | 5.67 316 | 0.46 29 | 5.52 223 | 1.63 199 | 13.27 242 | 7.79 198 | 12.69 309 | 18.06 336 | 12.86 360 | 6.63 323 | 12.28 340 | 5.43 339 | 0.87 524 | 0.09 159 | 0.10 391 | 0.00 1 | 0.26 249 | 0.36 72 |
|
| WQFJX |  | 4.98 235 | 1.47 169 | 5.90 135 | 3.54 118 | 5.81 535 | 13.76 441 | 1.87 257 | 12.60 224 | 10.77 268 | 6.11 215 | 5.62 165 | 5.65 211 | 5.86 289 | 12.29 341 | 6.99 392 | 0.04 95 | 0.10 171 | 0.00 1 | 0.00 1 | 0.14 163 | 1.15 301 |
|
| Hybrid-DGEV-2 |  | 8.65 404 | 3.04 475 | 9.44 329 | 8.90 521 | 1.18 143 | 10.81 389 | 1.04 116 | 31.56 545 | 27.89 502 | 13.79 344 | 17.07 325 | 12.07 344 | 16.60 529 | 12.30 342 | 5.66 353 | 0.07 200 | 0.10 171 | 0.00 1 | 0.05 230 | 0.29 272 | 1.17 307 |
|
| NRIStereo |  | 5.98 288 | 1.91 278 | 9.60 337 | 6.29 369 | 0.45 23 | 6.56 303 | 2.52 307 | 15.37 291 | 11.43 278 | 12.55 303 | 15.07 303 | 11.45 324 | 6.11 299 | 12.32 343 | 6.23 372 | 0.83 515 | 0.16 207 | 0.11 412 | 0.00 1 | 0.32 285 | 0.33 61 |
|
| rvit_0105_4 |  | 7.09 342 | 3.33 490 | 16.60 529 | 10.68 569 | 1.59 213 | 5.89 257 | 6.84 474 | 14.50 276 | 23.99 453 | 7.31 240 | 9.49 224 | 13.18 370 | 9.62 394 | 12.33 344 | 4.32 295 | 0.39 408 | 0.46 303 | 0.00 1 | 0.02 175 | 0.67 453 | 0.68 158 |
|
| RALCasStereoNet |  | 6.53 316 | 2.84 456 | 8.12 269 | 7.88 486 | 6.12 554 | 6.85 312 | 5.29 420 | 14.66 281 | 13.94 314 | 10.20 272 | 18.18 342 | 10.24 311 | 3.83 178 | 12.33 344 | 5.56 346 | 0.04 95 | 1.88 620 | 0.11 412 | 0.01 132 | 0.26 249 | 2.24 511 |
|
| MSKI-zero shot |  | 5.11 239 | 1.81 246 | 6.47 180 | 6.17 355 | 1.78 251 | 6.42 295 | 1.50 174 | 13.59 253 | 8.66 232 | 10.63 280 | 11.58 263 | 13.29 374 | 2.35 123 | 12.34 346 | 3.09 226 | 0.05 131 | 1.21 559 | 0.02 269 | 0.29 438 | 0.15 178 | 0.85 198 |
|
| iGMRVC |  | 5.86 276 | 1.97 288 | 10.41 381 | 5.66 309 | 0.45 23 | 5.53 227 | 1.75 241 | 13.35 246 | 7.81 203 | 12.69 309 | 18.17 341 | 12.86 360 | 6.53 315 | 12.34 346 | 5.77 356 | 1.13 563 | 0.09 159 | 0.10 391 | 0.00 1 | 0.26 249 | 0.34 64 |
|
| NLMM1 |  | 5.47 249 | 1.61 193 | 7.10 215 | 4.06 164 | 5.50 515 | 12.13 412 | 3.20 342 | 13.17 233 | 16.77 363 | 7.43 245 | 8.61 209 | 5.16 195 | 4.51 215 | 12.35 348 | 6.39 382 | 0.02 40 | 0.12 190 | 0.00 1 | 0.00 1 | 0.12 147 | 1.10 289 |
|
| Patchmatch Stereo++ |  | 5.88 277 | 1.97 288 | 10.43 384 | 5.66 309 | 0.45 23 | 5.54 230 | 2.32 294 | 13.26 240 | 7.79 198 | 12.69 309 | 18.14 337 | 12.86 360 | 6.63 323 | 12.36 349 | 5.60 347 | 1.09 556 | 0.09 159 | 0.10 391 | 0.00 1 | 0.25 235 | 0.35 66 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| iRAFT |  | 5.88 277 | 1.97 288 | 10.43 384 | 5.66 309 | 0.45 23 | 5.54 230 | 2.32 294 | 13.26 240 | 7.79 198 | 12.69 309 | 18.14 337 | 12.86 360 | 6.63 323 | 12.36 349 | 5.60 347 | 1.09 556 | 0.09 159 | 0.10 391 | 0.00 1 | 0.25 235 | 0.35 66 |
|
| RAFT-IKP |  | 5.85 273 | 1.97 288 | 10.36 375 | 5.66 309 | 0.45 23 | 5.33 214 | 2.01 273 | 13.27 242 | 7.79 198 | 12.69 309 | 18.19 343 | 12.77 355 | 6.67 333 | 12.36 349 | 5.60 347 | 1.11 559 | 0.09 159 | 0.10 391 | 0.00 1 | 0.25 235 | 0.35 66 |
|
| ASMatch |  | 7.61 366 | 1.63 200 | 9.18 314 | 5.79 328 | 2.27 306 | 4.63 144 | 2.54 308 | 17.23 333 | 13.73 312 | 17.27 423 | 34.28 566 | 13.26 373 | 10.15 403 | 12.39 352 | 5.49 344 | 0.12 268 | 0.24 238 | 0.21 469 | 0.17 332 | 0.18 202 | 1.55 386 |
|
| PSM-AAD |  | 8.76 408 | 1.41 155 | 6.46 179 | 6.87 423 | 1.18 143 | 12.78 423 | 9.66 535 | 20.03 387 | 15.78 339 | 21.79 521 | 24.91 433 | 14.31 386 | 13.16 467 | 12.42 353 | 4.07 280 | 0.05 131 | 0.06 122 | 2.44 617 | 0.16 327 | 0.45 370 | 7.17 631 |
|
| TestStereo_HL2 |  | 5.71 261 | 2.13 346 | 7.35 236 | 3.79 139 | 2.05 279 | 5.75 250 | 1.99 271 | 13.66 257 | 14.02 317 | 11.79 295 | 20.13 369 | 7.30 256 | 5.48 270 | 12.45 354 | 5.65 351 | 0.19 325 | 0.09 159 | 0.00 1 | 0.01 132 | 0.17 194 | 0.28 48 |
|
| 999 |  | 3.74 170 | 1.55 187 | 5.72 127 | 5.15 267 | 2.42 320 | 7.40 327 | 2.13 278 | 10.76 191 | 7.33 190 | 3.20 127 | 5.04 140 | 5.01 191 | 2.26 120 | 12.45 354 | 3.06 223 | 0.06 169 | 0.24 238 | 0.00 1 | 0.00 1 | 0.37 323 | 0.66 153 |
|
| riskmin |  | 7.28 354 | 1.54 185 | 8.37 279 | 5.01 251 | 3.24 384 | 11.65 402 | 3.20 342 | 16.61 321 | 18.86 394 | 10.45 275 | 13.46 286 | 16.20 419 | 12.68 457 | 12.46 356 | 6.57 387 | 0.17 303 | 1.38 586 | 0.14 433 | 0.33 466 | 0.67 453 | 2.52 543 |
|
| SME |  | 7.53 362 | 3.53 501 | 7.07 211 | 6.40 376 | 1.83 258 | 21.79 562 | 4.24 383 | 18.00 347 | 16.52 359 | 12.66 307 | 16.62 319 | 8.42 281 | 11.62 430 | 12.48 357 | 6.10 365 | 0.94 536 | 0.01 15 | 0.05 322 | 0.11 287 | 1.00 507 | 1.28 328 |
|
| 111 |  | 7.73 375 | 2.39 417 | 9.12 306 | 4.17 176 | 0.47 33 | 10.65 384 | 3.49 360 | 21.34 412 | 28.25 504 | 10.60 279 | 16.85 323 | 14.74 394 | 10.22 404 | 12.48 357 | 6.61 389 | 0.43 423 | 0.01 15 | 0.00 1 | 0.00 1 | 0.35 305 | 2.39 531 |
|
| HLf8 |  | 5.68 257 | 2.39 417 | 9.26 319 | 3.74 134 | 2.89 359 | 7.62 333 | 1.84 252 | 18.29 350 | 17.19 370 | 8.51 251 | 13.97 289 | 6.14 223 | 3.70 170 | 12.49 359 | 4.77 317 | 0.08 215 | 0.01 15 | 0.01 228 | 0.00 1 | 0.21 216 | 0.45 102 |
|
| test_sample1 |  | 8.49 397 | 1.83 256 | 10.60 391 | 5.53 292 | 2.95 367 | 15.17 471 | 4.51 394 | 20.73 399 | 11.47 279 | 14.78 359 | 22.80 417 | 19.06 469 | 13.86 484 | 12.52 360 | 10.17 460 | 0.14 280 | 1.20 553 | 0.02 269 | 0.19 355 | 0.28 264 | 1.93 444 |
|
| SFCPSM |  | 9.16 424 | 1.72 225 | 12.32 456 | 5.64 304 | 3.51 397 | 16.58 508 | 6.93 476 | 31.11 536 | 26.15 482 | 17.05 420 | 20.08 367 | 11.05 322 | 9.94 398 | 12.55 361 | 6.05 362 | 0.36 396 | 0.17 211 | 0.37 516 | 0.22 370 | 0.40 345 | 1.01 262 |
|
| CrosDoStereo |  | 9.41 426 | 1.65 205 | 8.83 291 | 5.19 269 | 1.13 133 | 7.34 324 | 14.47 598 | 16.33 311 | 24.64 461 | 24.44 553 | 33.36 552 | 13.18 370 | 13.52 471 | 12.56 362 | 9.08 435 | 0.06 169 | 0.11 181 | 0.09 378 | 0.04 212 | 0.41 349 | 1.73 408 |
|
| DeepStereo_LL |  | 9.41 426 | 1.65 205 | 8.83 291 | 5.19 269 | 1.13 133 | 7.34 324 | 14.47 598 | 16.33 311 | 24.64 461 | 24.44 553 | 33.36 552 | 13.18 370 | 13.52 471 | 12.56 362 | 9.08 435 | 0.06 169 | 0.11 181 | 0.09 378 | 0.04 212 | 0.41 349 | 1.73 408 |
|
| IPLG |  | 7.65 369 | 2.00 301 | 13.81 482 | 5.86 337 | 4.35 448 | 10.97 392 | 1.43 155 | 22.52 422 | 16.50 356 | 19.78 482 | 20.62 380 | 5.28 200 | 5.49 271 | 12.58 364 | 9.70 455 | 0.13 276 | 0.06 122 | 0.03 293 | 0.07 253 | 0.41 349 | 1.38 346 |
|
| RE-Stereo |  | 6.97 336 | 1.79 240 | 10.18 362 | 7.14 442 | 0.77 78 | 6.14 276 | 3.39 352 | 20.72 395 | 18.43 382 | 13.41 332 | 19.33 356 | 11.78 333 | 6.09 297 | 12.66 365 | 6.22 370 | 0.58 460 | 0.05 93 | 0.21 469 | 0.22 370 | 0.12 147 | 0.10 16 |
|
| TVStereo |  | 6.97 336 | 1.79 240 | 10.18 362 | 7.14 442 | 0.77 78 | 6.14 276 | 3.39 352 | 20.72 395 | 18.43 382 | 13.41 332 | 19.33 356 | 11.78 333 | 6.09 297 | 12.66 365 | 6.22 370 | 0.58 460 | 0.05 93 | 0.21 469 | 0.22 370 | 0.12 147 | 0.10 16 |
|
| OCTAStereo |  | 6.97 336 | 1.80 243 | 10.20 364 | 7.15 447 | 0.78 81 | 6.12 274 | 3.38 351 | 20.72 395 | 18.47 385 | 13.41 332 | 19.33 356 | 11.91 339 | 6.05 295 | 12.68 367 | 6.19 369 | 0.59 466 | 0.06 122 | 0.21 469 | 0.22 370 | 0.12 147 | 0.10 16 |
|
| test_4 |  | 5.75 263 | 1.40 154 | 6.47 180 | 7.20 450 | 0.89 98 | 5.81 253 | 1.82 249 | 12.26 220 | 6.62 178 | 12.85 318 | 30.51 505 | 7.61 264 | 3.81 176 | 12.70 368 | 3.47 248 | 0.02 40 | 0.27 248 | 0.03 293 | 0.17 332 | 0.39 340 | 0.67 154 |
|
| NF-Stereo |  | 6.96 335 | 1.80 243 | 10.17 360 | 7.16 448 | 0.79 84 | 6.15 278 | 3.26 350 | 20.74 400 | 18.45 384 | 13.42 335 | 19.33 356 | 11.67 330 | 6.05 295 | 12.71 369 | 6.17 368 | 0.57 459 | 0.06 122 | 0.21 469 | 0.23 381 | 0.12 147 | 0.09 12 |
|
| TransformOpticalFlow |  | 7.95 381 | 2.10 331 | 9.83 347 | 6.06 347 | 1.24 156 | 6.82 311 | 7.98 503 | 18.60 360 | 14.06 318 | 14.93 362 | 28.79 479 | 18.74 462 | 11.03 412 | 12.79 370 | 4.12 282 | 0.06 169 | 0.04 78 | 0.21 469 | 0.04 212 | 0.21 216 | 1.27 326 |
|
| CRE-IMP |  | 5.83 271 | 1.86 262 | 11.10 416 | 6.20 358 | 0.51 39 | 6.86 313 | 1.64 201 | 12.56 222 | 9.01 239 | 13.16 326 | 16.11 314 | 10.94 320 | 6.14 301 | 12.81 371 | 6.46 385 | 0.50 444 | 0.07 137 | 0.10 391 | 0.00 1 | 0.27 258 | 0.27 46 |
|
| CoDeX |  | 9.58 432 | 2.12 339 | 10.82 401 | 6.52 385 | 3.76 407 | 16.55 507 | 6.82 472 | 26.62 476 | 25.63 477 | 17.50 430 | 25.62 443 | 14.70 393 | 11.81 439 | 12.82 372 | 7.88 408 | 0.42 421 | 0.20 220 | 0.15 438 | 0.02 175 | 0.36 317 | 1.28 328 |
|
| StereoVision |  | 7.48 359 | 2.90 461 | 10.47 388 | 10.13 548 | 3.93 419 | 4.99 188 | 1.86 256 | 21.10 406 | 17.66 372 | 8.90 260 | 29.71 495 | 10.95 321 | 6.61 321 | 12.83 373 | 5.11 327 | 0.69 491 | 0.05 93 | 0.17 450 | 0.03 192 | 0.98 504 | 0.56 129 |
|
| Selective-RAFT |  | 6.10 295 | 1.16 99 | 10.90 407 | 7.41 457 | 0.91 100 | 15.22 472 | 1.11 120 | 14.84 283 | 16.23 348 | 7.19 236 | 7.06 189 | 11.49 325 | 8.10 360 | 12.83 373 | 5.19 331 | 0.26 362 | 0.97 451 | 0.00 1 | 0.46 520 | 0.10 124 | 0.65 150 |
|
| rvit_0105_5 |  | 8.01 382 | 3.69 510 | 17.73 543 | 10.42 562 | 1.61 218 | 7.29 321 | 6.68 467 | 18.33 351 | 25.98 480 | 10.45 275 | 10.46 242 | 15.53 407 | 11.01 409 | 12.87 375 | 5.37 337 | 0.44 426 | 0.41 290 | 0.00 1 | 0.15 318 | 0.70 458 | 1.08 283 |
|
| PAM |  | 7.81 379 | 1.90 273 | 15.85 523 | 6.14 352 | 2.58 335 | 17.79 525 | 4.51 394 | 16.29 308 | 8.05 213 | 16.48 399 | 9.10 215 | 25.01 534 | 11.39 425 | 12.89 376 | 3.54 254 | 0.05 131 | 0.79 402 | 0.08 367 | 0.83 565 | 0.62 436 | 2.23 508 |
|
| mmm |  | 8.54 398 | 2.13 346 | 10.21 365 | 5.81 330 | 2.96 368 | 14.00 447 | 6.67 465 | 19.28 374 | 12.59 293 | 16.95 417 | 24.40 432 | 17.83 449 | 10.70 407 | 12.90 377 | 9.42 450 | 0.17 303 | 1.28 568 | 0.50 529 | 0.60 550 | 0.44 364 | 2.03 477 |
|
| PAM_32 |  | 7.56 363 | 1.96 287 | 15.04 506 | 6.11 351 | 2.08 280 | 16.93 513 | 1.38 149 | 16.49 315 | 7.93 208 | 15.16 365 | 9.17 217 | 25.77 538 | 11.69 433 | 12.95 378 | 4.03 277 | 0.14 280 | 0.77 399 | 0.09 378 | 0.83 565 | 0.61 434 | 2.00 471 |
|
| test_sample2 |  | 8.68 405 | 1.84 258 | 9.64 339 | 5.53 292 | 2.43 322 | 13.92 445 | 8.00 504 | 21.09 405 | 16.82 367 | 14.92 360 | 22.73 415 | 19.44 472 | 13.75 479 | 12.99 379 | 6.85 391 | 0.15 291 | 1.15 536 | 0.07 359 | 0.20 360 | 0.35 305 | 1.78 416 |
|
| ccs_rob |  | 9.95 443 | 2.21 368 | 11.74 436 | 5.11 263 | 2.91 360 | 14.48 455 | 3.21 345 | 27.26 483 | 32.72 545 | 17.53 431 | 22.70 414 | 21.96 496 | 9.25 387 | 12.99 379 | 8.34 420 | 0.23 345 | 0.45 301 | 1.38 595 | 0.28 431 | 3.13 584 | 1.07 281 |
|
| Lsterematch |  | 6.83 325 | 2.17 361 | 7.77 253 | 4.11 171 | 0.72 65 | 8.20 348 | 1.49 172 | 12.99 228 | 18.49 389 | 16.96 418 | 25.24 440 | 9.52 298 | 5.23 259 | 13.01 381 | 9.36 447 | 0.06 169 | 0.04 78 | 0.00 1 | 0.00 1 | 0.32 285 | 0.95 242 |
|
| PCWNet_CMD |  | 9.97 447 | 2.08 326 | 11.61 433 | 5.36 284 | 2.92 361 | 16.39 502 | 2.94 334 | 29.76 517 | 34.38 559 | 17.83 438 | 21.86 401 | 18.91 466 | 8.27 364 | 13.01 381 | 7.73 404 | 0.23 345 | 0.46 303 | 0.79 555 | 0.25 406 | 3.46 594 | 1.12 299 |
|
| PSM-softLoss |  | 6.90 330 | 1.81 246 | 10.84 402 | 7.04 434 | 0.93 106 | 5.53 227 | 1.97 269 | 23.18 432 | 9.65 251 | 14.16 350 | 22.01 409 | 12.84 358 | 5.15 255 | 13.03 383 | 7.95 410 | 0.76 500 | 0.06 122 | 0.27 490 | 0.55 545 | 0.21 216 | 0.14 24 |
|
| KMStereo |  | 6.90 330 | 1.81 246 | 10.84 402 | 7.04 434 | 0.93 106 | 5.53 227 | 1.97 269 | 23.18 432 | 9.65 251 | 14.16 350 | 22.01 409 | 12.84 358 | 5.15 255 | 13.03 383 | 7.95 410 | 0.76 500 | 0.06 122 | 0.27 490 | 0.55 545 | 0.21 216 | 0.14 24 |
|
| HH |  | 6.00 290 | 2.42 419 | 9.81 345 | 5.74 324 | 1.64 225 | 7.05 316 | 3.48 357 | 17.54 339 | 7.69 194 | 8.73 255 | 12.47 274 | 14.83 395 | 8.86 377 | 13.04 385 | 2.59 183 | 0.04 95 | 1.21 559 | 0.20 466 | 0.05 230 | 0.30 278 | 2.34 523 |
|
| HanStereo |  | 6.00 290 | 2.42 419 | 9.81 345 | 5.74 324 | 1.64 225 | 7.05 316 | 3.48 357 | 17.54 339 | 7.69 194 | 8.73 255 | 12.47 274 | 14.83 395 | 8.86 377 | 13.04 385 | 2.59 183 | 0.04 95 | 1.21 559 | 0.20 466 | 0.05 230 | 0.30 278 | 2.34 523 |
|
| ManiGeoR |   | 5.60 253 | 2.38 413 | 10.23 367 | 3.66 127 | 3.17 381 | 6.64 306 | 1.65 204 | 19.57 380 | 10.50 263 | 7.20 237 | 14.65 294 | 6.46 235 | 4.96 245 | 13.05 387 | 7.21 396 | 0.09 228 | 0.00 1 | 0.05 322 | 0.00 1 | 0.23 225 | 0.25 42 |
|
| HLf10 |  | 5.60 253 | 2.38 413 | 10.23 367 | 3.66 127 | 3.17 381 | 6.64 306 | 1.65 204 | 19.57 380 | 10.50 263 | 7.20 237 | 14.65 294 | 6.46 235 | 4.96 245 | 13.05 387 | 7.21 396 | 0.09 228 | 0.00 1 | 0.05 322 | 0.00 1 | 0.23 225 | 0.25 42 |
|
| CFNet_pseudo |  | 9.92 442 | 2.21 368 | 11.76 437 | 5.09 259 | 2.93 364 | 14.43 453 | 3.12 338 | 27.16 481 | 32.52 541 | 17.58 435 | 22.81 418 | 21.97 497 | 9.29 388 | 13.06 389 | 8.34 420 | 0.23 345 | 0.46 303 | 1.23 590 | 0.27 426 | 2.89 576 | 0.99 258 |
|
| MSMDNet |  | 9.96 444 | 2.08 326 | 11.66 435 | 5.39 286 | 2.92 361 | 16.50 506 | 2.89 329 | 29.73 516 | 34.55 562 | 17.86 441 | 21.91 403 | 18.86 465 | 8.36 366 | 13.06 389 | 7.74 405 | 0.24 350 | 0.47 306 | 0.66 547 | 0.24 391 | 3.07 580 | 1.04 273 |
|
| CASS |  | 8.64 403 | 2.03 309 | 8.60 284 | 8.71 513 | 1.59 213 | 15.02 469 | 2.75 324 | 23.27 437 | 18.58 390 | 16.29 391 | 22.78 416 | 13.42 375 | 13.68 478 | 13.07 391 | 7.66 401 | 1.18 570 | 0.05 93 | 0.13 425 | 0.01 132 | 0.75 473 | 3.24 573 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| RAFT-345 |  | 6.94 333 | 1.48 173 | 7.45 238 | 5.65 306 | 0.96 112 | 5.49 221 | 3.20 342 | 13.73 258 | 10.97 273 | 13.81 345 | 42.93 624 | 9.01 289 | 5.31 262 | 13.09 392 | 4.73 313 | 0.58 460 | 0.05 93 | 0.10 391 | 0.06 243 | 0.08 103 | 0.08 10 |
|
| UGAM-zero |  | 7.48 359 | 1.91 278 | 14.55 495 | 4.78 227 | 2.00 276 | 6.34 289 | 1.02 115 | 18.99 365 | 8.70 234 | 14.93 362 | 15.74 308 | 24.94 532 | 13.86 484 | 13.13 393 | 5.05 324 | 0.04 95 | 0.96 447 | 0.02 269 | 1.08 592 | 0.18 202 | 1.46 365 |
|
| PFNet+ |  | 6.92 332 | 1.64 204 | 10.96 409 | 6.27 364 | 0.90 99 | 5.66 240 | 1.68 214 | 14.43 275 | 16.02 345 | 18.13 449 | 21.24 386 | 14.33 387 | 5.97 292 | 13.13 393 | 5.51 345 | 0.90 527 | 0.20 220 | 0.11 412 | 0.30 449 | 0.08 103 | 0.94 237 |
|
| AIO-Stereo-zeroshot |   | 7.75 376 | 3.47 498 | 14.99 505 | 5.34 282 | 7.99 603 | 7.13 319 | 0.96 110 | 23.20 434 | 10.00 259 | 11.29 289 | 17.31 326 | 18.44 460 | 9.03 383 | 13.19 395 | 5.77 356 | 0.06 169 | 1.01 484 | 0.12 417 | 1.51 608 | 1.49 536 | 2.74 553 |
|
| WQFJX1 |  | 4.94 232 | 1.37 148 | 6.21 152 | 4.32 199 | 5.86 540 | 10.61 383 | 3.86 369 | 11.43 207 | 12.12 287 | 6.12 216 | 5.13 142 | 5.73 213 | 5.08 251 | 13.20 396 | 7.03 393 | 0.01 7 | 0.06 122 | 0.01 228 | 0.00 1 | 0.17 194 | 0.57 136 |
|
| knoymous |  | 6.46 310 | 1.84 258 | 5.13 104 | 4.31 198 | 1.88 262 | 6.36 291 | 5.55 427 | 15.25 289 | 14.48 324 | 13.85 346 | 21.25 387 | 12.66 354 | 6.63 323 | 13.20 396 | 5.11 327 | 0.19 325 | 0.13 192 | 0.12 417 | 0.00 1 | 0.71 462 | 0.57 136 |
|
| IRAFT_RVC |  | 8.93 416 | 1.80 243 | 10.65 394 | 7.83 482 | 1.81 253 | 6.36 291 | 10.05 543 | 26.32 471 | 27.59 496 | 17.93 443 | 19.70 361 | 17.67 445 | 9.98 399 | 13.20 396 | 6.29 377 | 0.37 402 | 0.30 260 | 0.19 461 | 0.05 230 | 0.23 225 | 0.24 40 |
|
| IIG-Stereo |  | 7.59 365 | 2.47 425 | 9.40 326 | 10.39 560 | 1.78 251 | 6.67 308 | 1.47 167 | 17.83 344 | 16.51 357 | 18.91 467 | 20.12 368 | 17.76 446 | 8.74 376 | 13.21 399 | 5.43 339 | 0.44 426 | 0.05 93 | 0.03 293 | 0.00 1 | 0.17 194 | 0.45 102 |
|
| MIM_Stereo |  | 7.37 358 | 2.06 321 | 12.02 449 | 4.71 225 | 1.69 234 | 5.17 199 | 1.28 139 | 19.54 379 | 13.09 299 | 16.93 414 | 28.48 477 | 13.05 369 | 5.43 266 | 13.25 400 | 7.41 400 | 0.02 40 | 0.62 358 | 0.00 1 | 0.01 132 | 0.45 370 | 2.09 491 |
|
| TestStereo-Hl |   | 5.98 288 | 2.12 339 | 7.49 239 | 3.63 121 | 1.23 152 | 6.25 283 | 4.49 393 | 15.40 293 | 14.26 321 | 10.98 287 | 16.90 324 | 9.28 291 | 8.55 372 | 13.26 401 | 4.36 298 | 0.36 396 | 0.29 257 | 0.01 228 | 0.01 132 | 0.25 235 | 0.56 129 |
|
| OMP-Stereo |  | 7.13 346 | 2.89 458 | 9.89 349 | 10.98 578 | 1.73 242 | 4.81 167 | 1.85 253 | 18.38 354 | 16.26 349 | 16.94 416 | 14.11 290 | 17.45 442 | 7.57 348 | 13.26 401 | 5.12 329 | 0.43 423 | 0.04 78 | 0.06 339 | 0.02 175 | 0.20 213 | 0.56 129 |
|
| STrans-v2 |  | 8.16 389 | 2.09 328 | 9.79 344 | 5.44 289 | 1.53 208 | 11.87 407 | 9.69 536 | 19.77 383 | 13.20 305 | 14.01 347 | 25.80 444 | 17.88 450 | 12.55 454 | 13.30 403 | 4.39 300 | 0.06 169 | 0.01 15 | 0.18 455 | 0.01 132 | 0.25 235 | 1.31 334 |
|
| DisPM |  | 6.68 319 | 1.58 192 | 9.90 350 | 7.19 449 | 1.12 131 | 5.71 243 | 3.69 363 | 13.74 259 | 12.42 289 | 16.60 403 | 23.63 423 | 12.64 352 | 6.39 310 | 13.31 404 | 4.08 281 | 0.77 503 | 0.01 15 | 0.08 367 | 0.15 318 | 0.14 163 | 0.53 122 |
|
| PFNet |  | 8.10 385 | 1.75 230 | 12.34 457 | 7.54 468 | 2.40 319 | 7.41 328 | 5.81 437 | 23.83 443 | 17.85 374 | 20.78 499 | 17.57 329 | 15.22 403 | 7.72 353 | 13.37 405 | 6.46 385 | 0.33 384 | 0.20 220 | 0.12 417 | 0.19 355 | 0.32 285 | 0.77 183 |
|
| RAFT-RH_RVC |  | 7.88 380 | 1.51 183 | 7.72 250 | 5.41 288 | 0.96 112 | 11.41 400 | 1.48 171 | 13.43 249 | 15.04 330 | 17.54 432 | 45.66 640 | 10.86 319 | 6.42 312 | 13.48 406 | 5.26 334 | 0.81 512 | 0.04 78 | 0.12 417 | 0.13 296 | 0.12 147 | 0.17 31 |
|
| PSi22 |  | 4.58 220 | 1.94 285 | 5.03 95 | 4.36 201 | 0.40 19 | 4.47 130 | 0.25 50 | 8.02 105 | 17.15 369 | 4.54 168 | 7.06 189 | 13.54 378 | 5.80 283 | 13.51 407 | 2.32 156 | 0.09 228 | 1.19 549 | 0.00 1 | 0.00 1 | 0.52 397 | 1.43 360 |
|
| UDGNet |  | 10.51 469 | 14.75 636 | 11.91 445 | 10.29 555 | 2.78 351 | 7.93 342 | 1.94 266 | 19.31 375 | 34.57 563 | 17.74 436 | 13.70 287 | 13.56 379 | 7.30 344 | 13.52 408 | 7.18 395 | 5.80 641 | 0.11 181 | 12.86 664 | 2.76 627 | 9.87 645 | 2.34 523 |
|
| RALAANet |  | 6.86 328 | 3.28 488 | 11.09 415 | 7.63 469 | 4.95 486 | 6.16 279 | 1.63 199 | 20.54 394 | 15.45 334 | 15.30 369 | 14.52 292 | 12.98 366 | 4.35 199 | 13.53 409 | 3.98 274 | 0.11 253 | 0.35 273 | 0.00 1 | 0.29 438 | 0.58 418 | 0.48 111 |
|
| HCRNet |  | 9.13 423 | 1.82 254 | 8.73 288 | 14.95 628 | 5.22 502 | 10.66 385 | 2.49 305 | 26.57 475 | 18.64 391 | 16.31 392 | 25.51 442 | 18.42 459 | 11.15 417 | 13.53 409 | 7.25 398 | 0.10 245 | 0.04 78 | 0.10 391 | 0.02 175 | 0.27 258 | 0.76 181 |
|
| UCFNet_RVC |  | 10.01 448 | 2.81 453 | 6.11 146 | 7.31 454 | 3.92 417 | 16.80 511 | 8.00 504 | 28.68 500 | 20.81 411 | 16.57 401 | 23.35 422 | 25.82 540 | 13.06 465 | 13.55 411 | 9.18 439 | 0.12 268 | 0.06 122 | 1.19 584 | 0.32 456 | 1.47 535 | 1.06 278 |
|
| FENet |  | 8.22 390 | 1.39 152 | 7.33 234 | 6.43 381 | 2.17 299 | 10.97 392 | 2.20 285 | 22.10 418 | 21.26 414 | 17.85 440 | 23.22 421 | 14.29 385 | 11.50 426 | 13.56 412 | 8.32 419 | 0.29 373 | 0.24 238 | 0.03 293 | 0.03 192 | 0.18 202 | 1.04 273 |
|
| test_sample3 |  | 9.46 429 | 2.24 374 | 11.38 421 | 5.72 322 | 2.79 352 | 18.29 533 | 5.20 418 | 27.54 487 | 21.43 417 | 18.03 446 | 21.98 408 | 16.47 421 | 11.22 419 | 13.58 413 | 9.99 458 | 0.24 350 | 0.96 447 | 0.05 322 | 0.17 332 | 0.47 379 | 1.39 348 |
|
| LL-Strereo2 |  | 5.97 285 | 2.88 457 | 10.62 392 | 6.59 392 | 3.38 390 | 6.31 286 | 2.20 285 | 15.61 295 | 8.46 227 | 11.33 290 | 10.75 252 | 15.69 411 | 3.45 159 | 13.58 413 | 4.65 310 | 0.16 296 | 0.48 308 | 1.33 594 | 0.13 296 | 0.36 317 | 1.42 357 |
|
| CFNet-ft |   | 10.46 466 | 3.02 471 | 7.10 215 | 7.69 473 | 5.42 511 | 16.93 513 | 5.92 441 | 22.83 429 | 22.31 432 | 15.81 384 | 30.40 503 | 26.42 546 | 15.19 505 | 13.60 415 | 12.18 493 | 0.14 280 | 0.10 171 | 1.87 603 | 0.34 471 | 1.22 520 | 0.73 174 |
|
| CFNet_RVC |  | 10.46 466 | 3.02 471 | 7.10 215 | 7.69 473 | 5.42 511 | 16.93 513 | 5.92 441 | 22.82 428 | 22.31 432 | 15.81 384 | 30.40 503 | 26.41 545 | 15.19 505 | 13.60 415 | 12.19 494 | 0.14 280 | 0.10 171 | 1.87 603 | 0.34 471 | 1.22 520 | 0.73 174 |
|
| TestStereo_HLe17 |  | 5.97 285 | 2.36 409 | 10.51 389 | 3.70 129 | 2.54 329 | 8.00 344 | 2.90 330 | 18.58 359 | 16.64 361 | 9.14 265 | 16.16 315 | 5.62 210 | 4.27 197 | 13.61 417 | 4.17 284 | 0.09 228 | 0.03 64 | 0.02 269 | 0.00 1 | 0.16 186 | 0.81 189 |
|
| GwcNet-RSSM |  | 11.34 493 | 2.72 449 | 10.26 370 | 7.24 452 | 5.38 507 | 12.67 421 | 6.70 468 | 26.70 477 | 31.93 535 | 17.56 433 | 34.45 568 | 24.37 522 | 15.77 514 | 13.70 418 | 15.31 521 | 0.19 325 | 0.20 220 | 0.14 433 | 0.05 230 | 0.81 485 | 0.64 147 |
|
| RAFT_R40 |  | 7.14 347 | 1.73 227 | 9.36 324 | 7.36 456 | 0.82 87 | 5.74 248 | 3.69 363 | 15.47 294 | 15.09 331 | 18.24 452 | 19.87 364 | 16.82 426 | 8.50 370 | 13.72 419 | 5.81 359 | 0.28 369 | 0.02 46 | 0.14 433 | 0.00 1 | 0.11 139 | 0.09 12 |
|
| RT-IGEV |  | 11.29 490 | 1.98 295 | 13.89 483 | 6.68 405 | 2.74 342 | 23.76 575 | 14.86 603 | 30.79 530 | 25.77 478 | 22.30 529 | 20.26 371 | 24.90 530 | 14.02 490 | 13.76 420 | 5.65 351 | 0.19 325 | 0.99 470 | 0.05 322 | 0.73 561 | 0.53 399 | 1.88 435 |
|
| test_sample4 |  | 9.81 439 | 2.27 384 | 11.39 422 | 5.70 321 | 2.74 342 | 17.40 521 | 5.20 418 | 28.01 493 | 21.50 419 | 18.70 459 | 28.46 476 | 14.96 397 | 12.86 460 | 13.80 421 | 9.68 454 | 0.24 350 | 0.97 451 | 0.06 339 | 0.16 327 | 0.51 395 | 1.48 372 |
|
| SST-Stereo |  | 6.85 326 | 1.67 210 | 9.39 325 | 7.24 452 | 0.82 87 | 5.89 257 | 1.87 257 | 15.34 290 | 9.89 255 | 19.25 474 | 20.26 371 | 16.63 425 | 8.40 367 | 13.81 422 | 5.75 354 | 0.40 411 | 0.05 93 | 0.13 425 | 0.00 1 | 0.10 124 | 0.08 10 |
|
| GwcNet-ADL |  | 8.81 411 | 2.00 301 | 10.21 365 | 7.70 476 | 2.82 353 | 6.99 315 | 7.05 480 | 30.58 527 | 26.21 484 | 15.71 381 | 17.65 330 | 13.93 383 | 6.83 334 | 13.90 423 | 11.43 484 | 0.49 440 | 0.76 398 | 0.01 228 | 0.01 132 | 0.55 409 | 1.46 365 |
|
| PSMNet-RSSM |  | 10.31 460 | 2.47 425 | 7.79 254 | 7.85 484 | 4.38 451 | 10.47 378 | 6.67 465 | 29.67 514 | 22.25 431 | 16.62 404 | 33.75 558 | 23.30 511 | 14.58 496 | 13.91 424 | 10.56 467 | 0.23 345 | 0.09 159 | 0.07 359 | 0.24 391 | 0.87 495 | 0.48 111 |
|
| NLCSM |  | 5.30 242 | 1.73 227 | 6.44 175 | 6.09 349 | 5.89 541 | 10.87 390 | 3.96 373 | 11.80 214 | 10.57 265 | 8.70 254 | 5.42 154 | 4.53 182 | 6.51 314 | 13.97 425 | 7.90 409 | 0.33 384 | 0.08 148 | 0.00 1 | 0.01 132 | 0.29 272 | 0.94 237 |
|
| xxxx |  | 12.60 522 | 2.03 309 | 10.79 398 | 6.18 357 | 2.86 356 | 21.84 563 | 3.02 336 | 34.55 586 | 25.46 474 | 16.39 395 | 31.58 525 | 26.87 554 | 14.75 498 | 14.00 426 | 37.45 653 | 0.21 336 | 1.36 583 | 0.01 228 | 0.32 456 | 0.35 305 | 2.07 485 |
|
| CFNet_ucs |  | 10.56 474 | 2.15 352 | 12.88 466 | 5.55 296 | 4.11 431 | 15.24 473 | 3.93 372 | 28.55 498 | 32.41 539 | 18.70 459 | 24.95 436 | 22.99 506 | 9.66 395 | 14.22 427 | 8.13 415 | 0.29 373 | 0.84 416 | 1.63 600 | 0.23 381 | 3.43 593 | 1.31 334 |
|
| IER |  | 10.32 463 | 2.06 321 | 11.88 444 | 4.95 247 | 5.34 505 | 13.34 435 | 6.11 446 | 27.47 486 | 23.59 448 | 20.37 493 | 30.03 498 | 16.50 422 | 20.42 575 | 14.24 428 | 8.81 429 | 0.16 296 | 0.03 64 | 0.18 455 | 0.10 280 | 0.27 258 | 0.56 129 |
|
| Select-FE |  | 8.15 387 | 3.89 516 | 22.25 588 | 6.74 410 | 4.35 448 | 4.71 156 | 1.24 132 | 20.11 390 | 6.59 177 | 12.93 321 | 23.07 420 | 20.54 481 | 12.80 458 | 14.28 429 | 4.68 311 | 0.18 312 | 1.09 513 | 0.07 359 | 0.97 583 | 0.39 340 | 2.10 492 |
|
| 222 |  | 13.07 532 | 1.99 297 | 10.74 397 | 6.56 388 | 2.74 342 | 19.95 548 | 2.54 308 | 34.13 577 | 24.42 459 | 22.52 532 | 31.39 519 | 20.78 484 | 16.99 533 | 14.31 430 | 48.07 685 | 0.16 296 | 1.33 578 | 0.01 228 | 0.32 456 | 0.37 323 | 2.02 473 |
|
| test_sample5 |  | 10.07 449 | 2.24 374 | 11.22 419 | 5.82 332 | 2.68 339 | 16.15 494 | 5.79 435 | 27.87 491 | 21.59 422 | 19.26 475 | 32.74 545 | 15.92 414 | 12.97 461 | 14.33 431 | 9.26 442 | 0.27 366 | 0.98 455 | 0.07 359 | 0.17 332 | 0.57 415 | 1.49 375 |
|
| DualNet |  | 10.19 454 | 2.24 374 | 11.22 419 | 5.82 332 | 2.68 339 | 16.15 494 | 5.79 435 | 27.87 491 | 21.59 422 | 20.28 485 | 34.11 563 | 15.92 414 | 12.97 461 | 14.33 431 | 9.26 442 | 0.27 366 | 0.98 455 | 0.07 359 | 0.17 332 | 0.57 415 | 1.49 375 |
|
| TRStereo |  | 6.64 318 | 6.95 575 | 12.06 450 | 9.69 538 | 7.59 591 | 5.12 195 | 1.68 214 | 20.72 395 | 12.34 288 | 10.93 286 | 9.07 214 | 10.57 316 | 3.16 151 | 14.33 431 | 4.23 290 | 0.60 470 | 0.80 405 | 0.14 433 | 0.37 487 | 0.56 413 | 1.86 432 |
|
| Anonymous3 |  | 10.07 449 | 4.14 521 | 31.49 617 | 9.77 541 | 5.11 495 | 25.00 585 | 11.85 573 | 25.20 454 | 19.24 398 | 10.80 284 | 14.78 298 | 7.92 272 | 8.68 374 | 14.40 434 | 6.12 366 | 3.25 619 | 1.40 587 | 0.08 367 | 0.06 243 | 0.81 485 | 1.30 332 |
|
| DualNet (step1) |  | 13.16 534 | 5.31 548 | 19.76 565 | 6.41 377 | 3.12 377 | 17.98 528 | 9.85 539 | 29.36 508 | 25.26 470 | 24.82 557 | 21.48 391 | 24.89 527 | 18.87 557 | 14.41 435 | 11.06 480 | 6.83 645 | 1.96 624 | 6.61 643 | 7.47 654 | 3.22 587 | 4.59 595 |
|
| test_sample7 |  | 11.16 486 | 2.69 447 | 11.55 431 | 5.82 332 | 2.21 302 | 15.39 475 | 9.15 523 | 29.36 508 | 25.26 470 | 24.82 557 | 21.48 391 | 24.89 527 | 18.88 559 | 14.41 435 | 11.06 480 | 0.78 507 | 1.96 624 | 0.43 521 | 0.14 309 | 0.73 465 | 2.20 506 |
|
| GES |  | 9.01 418 | 2.61 445 | 12.88 466 | 6.76 412 | 2.02 277 | 13.08 429 | 6.33 455 | 22.23 420 | 22.21 430 | 19.80 483 | 26.73 458 | 8.97 288 | 11.01 409 | 14.41 435 | 8.35 422 | 0.54 454 | 0.10 171 | 0.30 507 | 0.15 318 | 0.82 488 | 0.99 258 |
|
| AIO-Stereo-zeroshot1 |   | 8.37 392 | 4.16 522 | 20.63 575 | 5.82 332 | 11.79 641 | 6.40 294 | 2.02 274 | 20.82 401 | 8.03 211 | 14.52 354 | 21.38 390 | 17.44 441 | 5.83 288 | 14.43 438 | 5.13 330 | 0.06 169 | 1.00 478 | 0.05 322 | 1.81 616 | 2.44 570 | 3.62 581 |
|
| DCVSM-stereo |  | 10.23 455 | 2.16 357 | 12.54 464 | 6.23 360 | 3.65 401 | 12.01 410 | 3.56 361 | 19.41 376 | 23.18 439 | 24.08 550 | 19.88 365 | 29.55 562 | 18.82 556 | 14.49 439 | 10.42 466 | 0.25 358 | 1.17 538 | 0.28 498 | 0.06 243 | 0.82 488 | 2.07 485 |
|
| coex_refinement |  | 12.03 505 | 2.30 391 | 8.72 287 | 8.56 507 | 5.30 504 | 16.95 516 | 7.17 481 | 31.75 547 | 32.48 540 | 18.92 468 | 31.46 522 | 25.97 542 | 12.98 463 | 14.55 440 | 21.39 571 | 0.33 384 | 0.06 122 | 0.02 269 | 0.10 280 | 0.49 390 | 1.18 312 |
|
| rvit_stereo_0075_2 |  | 9.46 429 | 4.16 522 | 20.27 572 | 12.15 604 | 8.82 618 | 5.72 244 | 4.24 383 | 23.21 435 | 18.05 377 | 12.37 300 | 28.80 480 | 16.10 416 | 8.43 368 | 14.57 441 | 8.89 430 | 0.58 460 | 0.34 271 | 0.52 532 | 0.08 263 | 0.44 364 | 1.41 354 |
|
| test_sample6 |  | 10.49 468 | 2.24 374 | 11.49 425 | 5.91 339 | 2.48 324 | 16.12 493 | 6.37 458 | 28.98 504 | 22.48 434 | 20.28 485 | 34.11 563 | 17.08 430 | 13.28 468 | 14.57 441 | 10.61 470 | 0.32 381 | 0.95 446 | 0.10 391 | 0.19 355 | 0.59 425 | 1.61 392 |
|
| GANet-RSSM |  | 10.17 452 | 2.02 307 | 8.21 271 | 7.09 441 | 5.57 521 | 13.17 432 | 7.29 488 | 27.27 484 | 19.65 401 | 15.81 384 | 28.83 481 | 26.18 543 | 16.33 522 | 14.58 443 | 9.28 446 | 0.25 358 | 0.27 248 | 0.16 447 | 0.04 212 | 0.65 446 | 0.72 171 |
|
| test_xeample |   | 12.39 514 | 2.09 328 | 10.36 375 | 5.73 323 | 3.06 374 | 18.17 532 | 6.27 450 | 31.98 551 | 24.37 458 | 18.78 463 | 33.92 562 | 19.09 470 | 16.00 519 | 14.60 444 | 39.03 661 | 0.19 325 | 1.32 574 | 0.01 228 | 0.33 466 | 0.36 317 | 2.04 479 |
|
| DN-CSS_ROB |  | 8.72 406 | 3.49 499 | 16.63 530 | 6.74 410 | 3.39 391 | 6.20 281 | 3.43 356 | 23.40 438 | 22.03 428 | 17.46 429 | 30.28 501 | 9.33 292 | 8.32 365 | 14.71 445 | 6.36 381 | 0.91 529 | 0.00 1 | 0.45 523 | 0.00 1 | 0.65 446 | 0.70 167 |
|
| BUS |  | 9.86 441 | 1.86 262 | 9.14 311 | 7.14 442 | 4.12 433 | 19.47 543 | 2.69 318 | 34.15 578 | 23.28 441 | 18.82 464 | 21.95 405 | 14.37 388 | 11.63 431 | 14.72 446 | 12.39 497 | 0.36 396 | 0.13 192 | 0.15 438 | 0.04 212 | 0.37 323 | 0.46 106 |
|
| BSDual-CNN |  | 10.33 464 | 1.86 262 | 9.14 311 | 7.14 442 | 4.12 433 | 15.83 485 | 8.93 517 | 34.15 578 | 23.28 441 | 18.82 464 | 21.95 405 | 22.14 499 | 13.58 475 | 14.72 446 | 9.53 451 | 0.36 396 | 0.13 192 | 0.15 438 | 0.04 212 | 0.37 323 | 0.46 106 |
|
| psmg |  | 10.36 465 | 1.86 262 | 9.14 311 | 5.58 298 | 4.12 433 | 15.74 484 | 7.65 497 | 30.05 522 | 23.28 441 | 21.80 522 | 26.26 450 | 22.14 499 | 13.58 475 | 14.72 446 | 9.53 451 | 0.36 396 | 0.13 192 | 0.17 450 | 0.04 212 | 0.44 364 | 0.67 154 |
|
| MyStereo05 |  | 9.63 437 | 2.25 378 | 10.26 370 | 6.69 406 | 4.74 476 | 7.75 336 | 9.60 530 | 31.51 544 | 41.00 603 | 17.45 428 | 13.02 281 | 10.28 312 | 12.27 449 | 14.74 449 | 7.68 403 | 0.09 228 | 1.32 574 | 0.02 269 | 0.26 412 | 0.84 492 | 0.92 223 |
|
| Selective-IGEV-i16pc |  | 10.31 460 | 2.09 328 | 16.09 525 | 6.24 363 | 1.71 237 | 36.66 646 | 11.25 563 | 20.25 393 | 27.75 498 | 10.40 273 | 21.87 402 | 15.56 409 | 6.93 336 | 14.75 450 | 8.45 424 | 2.59 607 | 0.94 445 | 0.26 487 | 0.53 538 | 0.78 477 | 1.08 283 |
|
| iResNetv2_ROB |  | 12.78 526 | 4.09 519 | 15.60 515 | 6.44 383 | 3.75 406 | 14.86 459 | 7.17 481 | 34.46 584 | 37.12 579 | 26.06 571 | 34.81 572 | 29.76 563 | 16.32 521 | 14.77 451 | 7.67 402 | 0.31 377 | 0.03 64 | 0.12 417 | 0.01 132 | 0.94 502 | 1.23 320 |
|
| dad |  | 13.05 530 | 11.39 616 | 15.64 519 | 7.35 455 | 2.10 283 | 15.64 479 | 3.48 357 | 18.77 362 | 35.55 572 | 27.77 588 | 33.76 559 | 31.59 580 | 13.04 464 | 14.79 452 | 11.16 482 | 3.35 621 | 0.54 328 | 7.85 654 | 0.96 582 | 3.88 600 | 2.49 541 |
|
| MyStereo04 |  | 9.58 432 | 2.38 413 | 10.28 372 | 6.63 398 | 4.77 478 | 6.47 298 | 9.60 530 | 32.50 555 | 42.15 610 | 14.59 357 | 12.10 272 | 11.92 340 | 11.87 440 | 14.80 453 | 8.14 416 | 0.09 228 | 1.33 578 | 0.03 293 | 0.32 456 | 0.74 469 | 0.93 230 |
|
| plain |  | 4.41 215 | 2.18 364 | 11.50 426 | 5.46 290 | 2.97 369 | 3.20 66 | 1.38 149 | 9.01 141 | 5.96 163 | 3.56 137 | 16.63 320 | 3.01 137 | 2.76 139 | 14.80 453 | 4.25 292 | 0.32 381 | 0.00 1 | 0.04 311 | 0.01 132 | 0.79 480 | 0.43 96 |
|
| HITNet |  | 8.41 394 | 3.59 507 | 9.91 351 | 5.30 279 | 1.52 207 | 13.35 436 | 4.48 392 | 22.00 416 | 16.06 346 | 15.52 377 | 22.95 419 | 15.28 404 | 11.74 434 | 14.91 455 | 9.25 441 | 0.10 245 | 0.01 15 | 0.48 527 | 0.06 243 | 0.58 418 | 1.04 273 |
| 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 |
| DIP-Stereo |  | 6.99 341 | 2.37 410 | 11.45 423 | 4.78 227 | 1.70 236 | 13.13 430 | 1.47 167 | 15.76 299 | 7.43 191 | 14.57 356 | 26.61 457 | 10.76 318 | 5.10 252 | 14.97 456 | 8.10 414 | 0.06 169 | 0.06 122 | 0.06 339 | 0.00 1 | 0.17 194 | 1.22 317 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| dd |  | 8.57 402 | 5.20 545 | 13.37 476 | 6.91 426 | 1.05 122 | 10.30 374 | 3.89 371 | 17.29 335 | 34.00 556 | 15.73 382 | 17.50 328 | 7.45 259 | 6.60 319 | 15.00 457 | 10.99 479 | 1.39 577 | 0.41 290 | 0.18 455 | 0.46 520 | 2.25 564 | 1.40 351 |
|
| IGEV_i1 |  | 8.79 410 | 1.83 256 | 11.53 429 | 6.56 388 | 2.18 300 | 16.39 502 | 7.40 491 | 20.85 402 | 16.59 360 | 17.30 424 | 17.67 331 | 18.22 453 | 9.15 386 | 15.11 458 | 8.42 423 | 0.45 430 | 1.19 549 | 1.10 580 | 1.15 595 | 0.31 284 | 2.45 533 |
|
| xyz-stereo-finetune2 |  | 5.88 277 | 2.14 350 | 6.76 198 | 2.96 57 | 0.36 15 | 14.90 461 | 1.85 253 | 11.54 211 | 5.89 160 | 11.35 291 | 18.02 334 | 7.27 255 | 9.34 389 | 15.17 459 | 9.04 434 | 0.06 169 | 0.02 46 | 0.08 367 | 0.15 318 | 0.28 264 | 0.32 58 |
|
| gwcnet-sp |  | 10.26 456 | 3.56 503 | 15.31 511 | 6.59 392 | 4.30 443 | 15.71 480 | 5.71 432 | 26.09 464 | 25.15 467 | 21.68 518 | 21.77 394 | 15.01 398 | 16.42 525 | 15.21 460 | 10.76 473 | 0.12 268 | 0.20 220 | 0.02 269 | 0.09 271 | 0.63 440 | 0.86 201 |
|
| scenet |  | 10.26 456 | 3.56 503 | 15.31 511 | 6.59 392 | 4.30 443 | 15.71 480 | 5.71 432 | 26.09 464 | 25.15 467 | 21.68 518 | 21.77 394 | 15.01 398 | 16.42 525 | 15.21 460 | 10.76 473 | 0.12 268 | 0.20 220 | 0.02 269 | 0.09 271 | 0.63 440 | 0.86 201 |
|
| ssnet |  | 10.26 456 | 3.56 503 | 15.31 511 | 6.59 392 | 4.30 443 | 15.71 480 | 5.71 432 | 26.09 464 | 25.15 467 | 21.68 518 | 21.77 394 | 15.01 398 | 16.42 525 | 15.21 460 | 10.76 473 | 0.12 268 | 0.20 220 | 0.02 269 | 0.09 271 | 0.63 440 | 0.86 201 |
|
| CBFPSM |  | 12.96 528 | 3.37 493 | 30.97 614 | 5.30 279 | 3.22 383 | 22.79 570 | 16.93 619 | 21.82 414 | 21.35 415 | 21.93 524 | 28.34 475 | 29.99 567 | 17.38 540 | 15.32 463 | 16.39 532 | 0.11 253 | 0.48 308 | 0.10 391 | 0.17 332 | 0.58 418 | 2.72 552 |
|
| iResNet |  | 11.06 484 | 4.16 522 | 16.83 532 | 7.89 487 | 2.23 303 | 15.59 478 | 9.17 525 | 24.49 449 | 29.14 510 | 20.78 499 | 31.13 517 | 16.87 428 | 11.58 427 | 15.45 464 | 12.50 502 | 0.64 482 | 0.05 93 | 0.02 269 | 0.10 280 | 0.79 480 | 1.71 406 |
|
| RAFT+CT+SA |  | 7.76 377 | 2.01 304 | 7.56 244 | 11.32 585 | 3.31 386 | 4.60 141 | 7.19 484 | 17.21 331 | 27.40 494 | 10.43 274 | 27.34 462 | 7.63 265 | 7.83 354 | 15.46 465 | 3.51 250 | 0.03 73 | 0.39 281 | 0.18 455 | 0.46 520 | 0.33 292 | 0.93 230 |
|
| AASNet |  | 13.05 530 | 3.27 486 | 12.23 455 | 10.28 554 | 6.90 577 | 17.61 523 | 7.88 501 | 41.14 641 | 38.29 589 | 23.20 539 | 29.62 493 | 16.85 427 | 15.59 512 | 15.50 466 | 19.03 556 | 0.39 408 | 0.03 64 | 0.78 554 | 0.05 230 | 1.32 527 | 1.08 283 |
|
| raft_robust |  | 8.39 393 | 2.81 453 | 7.62 246 | 6.32 371 | 1.17 139 | 5.47 220 | 0.82 99 | 34.37 582 | 35.49 571 | 18.40 454 | 20.25 370 | 7.24 254 | 5.51 272 | 15.77 467 | 3.40 246 | 0.11 253 | 1.10 521 | 0.00 1 | 0.50 532 | 0.33 292 | 1.19 313 |
|
| ISRNet |  | 12.68 523 | 2.57 437 | 19.05 559 | 13.05 612 | 6.24 559 | 7.30 322 | 2.84 327 | 29.80 518 | 32.13 537 | 23.26 540 | 35.61 575 | 24.75 525 | 16.48 528 | 15.81 468 | 14.55 517 | 0.85 518 | 1.01 484 | 2.29 611 | 0.55 545 | 1.08 512 | 4.43 593 |
|
| HLF11 |  | 6.15 298 | 2.25 378 | 10.31 373 | 3.88 146 | 3.16 380 | 5.08 191 | 1.19 127 | 18.82 363 | 10.46 262 | 10.76 283 | 18.05 335 | 7.97 274 | 5.47 269 | 15.89 469 | 9.10 438 | 0.09 228 | 0.01 15 | 0.00 1 | 0.00 1 | 0.29 272 | 0.13 23 |
|
| rvit_0105_3 |  | 9.68 438 | 4.32 527 | 19.50 564 | 12.22 605 | 1.90 264 | 9.16 360 | 8.63 512 | 19.21 370 | 30.92 526 | 15.42 371 | 14.72 297 | 18.81 464 | 12.18 445 | 15.98 470 | 7.12 394 | 0.67 489 | 0.42 296 | 0.01 228 | 0.49 530 | 0.56 413 | 1.40 351 |
|
| iinet-f |  | 14.05 552 | 5.00 544 | 47.51 653 | 6.57 390 | 4.04 424 | 21.14 556 | 14.37 595 | 28.25 494 | 21.37 416 | 21.95 525 | 31.37 518 | 21.31 490 | 18.66 554 | 16.15 471 | 20.61 565 | 0.31 377 | 0.41 290 | 0.09 378 | 0.05 230 | 1.00 507 | 0.76 181 |
|
| NLCA_NET_v2_RVC |  | 12.58 519 | 4.09 519 | 18.25 550 | 8.26 498 | 5.83 537 | 14.72 458 | 5.85 439 | 33.49 573 | 27.86 500 | 22.14 527 | 32.16 538 | 24.94 532 | 14.01 489 | 16.19 472 | 16.82 538 | 0.90 527 | 0.35 273 | 0.37 516 | 0.58 549 | 1.51 537 | 3.31 575 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| NINENet |  | 11.46 496 | 3.02 471 | 11.83 441 | 8.45 504 | 5.40 508 | 19.47 543 | 2.69 318 | 39.63 634 | 34.82 564 | 19.11 471 | 27.64 465 | 14.37 388 | 11.63 431 | 16.21 473 | 12.39 497 | 0.94 536 | 0.21 228 | 0.29 503 | 0.00 1 | 0.48 381 | 0.55 126 |
|
| TestStereo1 |  | 8.04 383 | 2.22 371 | 8.85 293 | 10.87 576 | 2.12 290 | 4.66 150 | 2.40 299 | 21.17 410 | 23.79 451 | 17.41 425 | 26.31 452 | 9.41 294 | 9.09 384 | 16.23 474 | 3.85 272 | 0.14 280 | 0.40 283 | 0.02 269 | 0.13 296 | 0.58 418 | 1.10 289 |
|
| SA-5K |  | 8.04 383 | 2.22 371 | 8.85 293 | 10.87 576 | 2.12 290 | 4.66 150 | 2.40 299 | 21.17 410 | 23.79 451 | 17.41 425 | 26.31 452 | 9.41 294 | 9.09 384 | 16.23 474 | 3.85 272 | 0.14 280 | 0.40 283 | 0.02 269 | 0.13 296 | 0.58 418 | 1.10 289 |
|
| CFNet |  | 11.23 487 | 3.41 495 | 10.68 395 | 7.08 440 | 4.22 437 | 17.38 520 | 4.83 408 | 31.29 541 | 31.29 529 | 19.15 472 | 26.85 459 | 24.06 519 | 13.75 479 | 16.23 474 | 12.22 495 | 0.26 362 | 0.05 93 | 0.44 522 | 0.09 271 | 0.92 499 | 0.41 90 |
|
| test_5 |  | 8.85 412 | 2.05 318 | 9.51 332 | 11.62 589 | 4.99 488 | 6.74 309 | 5.48 426 | 18.25 349 | 23.57 447 | 16.72 411 | 29.73 496 | 15.54 408 | 10.54 406 | 16.25 477 | 4.02 276 | 0.05 131 | 0.40 283 | 0.27 490 | 0.08 263 | 0.34 299 | 0.81 189 |
|
| FADNet-RVC-Resample |  | 12.31 509 | 5.22 546 | 32.28 620 | 10.14 549 | 4.08 428 | 14.97 467 | 6.98 479 | 26.54 474 | 24.42 459 | 23.72 545 | 29.31 486 | 19.87 477 | 15.01 501 | 16.26 478 | 10.61 470 | 0.65 483 | 0.52 321 | 0.48 527 | 0.54 541 | 1.52 538 | 3.09 569 |
|
| iRaft-Stereo_5w |  | 9.10 422 | 2.33 398 | 10.69 396 | 6.64 401 | 4.47 459 | 4.74 161 | 10.72 552 | 16.71 323 | 16.97 368 | 15.39 370 | 26.15 448 | 21.25 489 | 12.59 455 | 16.38 479 | 12.90 506 | 0.85 518 | 0.51 318 | 0.08 367 | 0.22 370 | 0.95 503 | 1.53 383 |
|
| G2L-Stereo_test |  | 11.01 481 | 2.34 401 | 9.34 323 | 5.12 265 | 4.31 446 | 12.30 413 | 13.21 589 | 33.14 568 | 23.33 445 | 23.77 547 | 25.10 437 | 21.80 494 | 13.91 486 | 16.39 480 | 14.37 513 | 0.09 228 | 0.06 122 | 0.01 228 | 0.02 175 | 0.38 335 | 1.16 304 |
|
| G2L-Stereo |  | 10.65 475 | 2.78 451 | 11.19 417 | 7.63 469 | 4.24 439 | 8.87 356 | 9.35 528 | 29.83 519 | 23.03 438 | 19.75 481 | 26.33 454 | 23.15 510 | 12.08 442 | 16.39 480 | 16.43 533 | 0.34 390 | 0.04 78 | 0.09 378 | 0.01 132 | 0.41 349 | 1.05 276 |
|
| Sa-1000 |  | 8.91 415 | 2.10 331 | 9.11 304 | 8.07 493 | 1.16 137 | 16.62 509 | 2.39 298 | 25.58 458 | 25.43 473 | 15.52 377 | 28.24 474 | 12.19 345 | 8.67 373 | 16.40 482 | 3.70 259 | 0.39 408 | 0.86 424 | 0.16 447 | 0.23 381 | 0.48 381 | 0.89 213 |
|
| ACVNet |  | 10.83 479 | 2.25 378 | 7.10 215 | 6.43 381 | 3.02 372 | 13.17 432 | 3.75 365 | 22.83 429 | 35.15 569 | 15.81 384 | 30.67 509 | 24.65 523 | 15.77 514 | 16.47 483 | 18.13 546 | 0.16 296 | 0.01 15 | 0.06 339 | 0.07 253 | 0.65 446 | 0.43 96 |
|
| acv_ft |  | 12.59 520 | 2.25 378 | 13.50 479 | 8.30 500 | 6.23 558 | 19.81 547 | 6.34 456 | 26.43 473 | 35.15 569 | 26.38 576 | 30.67 509 | 24.65 523 | 14.91 500 | 16.47 483 | 19.16 558 | 0.16 296 | 0.01 15 | 0.06 339 | 0.07 253 | 0.74 469 | 0.43 96 |
|
| DFGA-Net |  | 9.58 432 | 4.57 531 | 19.91 569 | 6.37 374 | 4.05 425 | 11.38 398 | 2.98 335 | 26.08 463 | 29.76 514 | 17.13 422 | 19.22 354 | 9.43 296 | 7.17 340 | 16.49 485 | 13.39 509 | 0.13 276 | 0.00 1 | 0.06 339 | 0.13 296 | 1.89 552 | 1.46 365 |
|
| PSMNet-ADL |  | 10.30 459 | 2.32 396 | 7.83 256 | 9.69 538 | 4.44 454 | 16.04 487 | 4.16 380 | 27.57 488 | 25.08 465 | 15.16 365 | 19.04 352 | 25.28 536 | 13.63 477 | 16.49 485 | 15.33 522 | 0.86 521 | 0.81 406 | 0.01 228 | 0.04 212 | 0.33 292 | 1.81 419 |
|
| SMFormer |  | 11.03 482 | 1.90 273 | 14.85 499 | 4.89 239 | 1.48 194 | 14.92 463 | 3.21 345 | 31.03 531 | 30.74 522 | 20.28 485 | 29.37 487 | 18.33 454 | 14.54 492 | 16.56 487 | 14.46 515 | 0.41 415 | 1.20 553 | 0.28 498 | 0.24 391 | 0.45 370 | 1.47 369 |
|
| tta |  | 11.03 482 | 1.90 273 | 14.85 499 | 4.89 239 | 1.48 194 | 14.92 463 | 3.21 345 | 31.03 531 | 30.73 521 | 20.28 485 | 29.37 487 | 18.33 454 | 14.54 492 | 16.56 487 | 14.46 515 | 0.41 415 | 1.20 553 | 0.28 498 | 0.24 391 | 0.39 340 | 1.60 389 |
|
| qqq1 |  | 10.51 469 | 1.90 273 | 14.85 499 | 4.89 239 | 1.48 194 | 14.92 463 | 3.21 345 | 31.03 531 | 30.74 522 | 20.28 485 | 29.37 487 | 18.33 454 | 14.54 492 | 16.56 487 | 4.42 301 | 0.41 415 | 1.20 553 | 0.00 1 | 0.14 309 | 0.39 340 | 1.60 389 |
|
| fff1 |  | 10.51 469 | 1.90 273 | 14.85 499 | 4.89 239 | 1.48 194 | 14.92 463 | 3.21 345 | 31.03 531 | 30.74 522 | 20.28 485 | 29.37 487 | 18.33 454 | 14.54 492 | 16.56 487 | 4.42 301 | 0.41 415 | 1.20 553 | 0.00 1 | 0.14 309 | 0.39 340 | 1.60 389 |
|
| pcwnet_v2 |  | 12.68 523 | 2.30 391 | 18.36 551 | 8.32 501 | 5.74 530 | 17.73 524 | 4.77 405 | 36.75 613 | 46.28 633 | 20.98 506 | 29.07 484 | 16.62 423 | 13.52 471 | 16.56 487 | 10.30 462 | 0.55 456 | 1.02 493 | 0.34 513 | 0.24 391 | 2.10 559 | 2.11 494 |
|
| Selective-IGEV-i16pb |  | 12.75 525 | 2.16 357 | 18.89 558 | 7.00 433 | 2.16 296 | 35.35 642 | 10.60 550 | 32.86 562 | 36.33 577 | 14.92 360 | 26.97 460 | 19.40 471 | 10.85 408 | 16.60 492 | 13.23 508 | 2.56 606 | 1.00 478 | 0.51 531 | 0.95 579 | 1.16 517 | 1.45 362 |
|
| ITSA-stereo |  | 11.88 503 | 2.48 428 | 11.96 448 | 6.54 386 | 1.92 266 | 13.33 434 | 4.81 407 | 37.17 616 | 49.04 638 | 18.70 459 | 18.52 348 | 21.69 493 | 12.63 456 | 16.77 493 | 15.60 526 | 0.53 448 | 0.40 283 | 0.32 510 | 0.33 466 | 1.07 511 | 3.89 589 |
|
| iRaft-Stereo_20w |  | 6.75 323 | 2.17 361 | 13.20 475 | 5.07 256 | 2.34 316 | 7.43 329 | 2.61 313 | 20.20 392 | 7.85 207 | 15.28 368 | 10.36 240 | 14.42 390 | 8.13 361 | 16.81 494 | 4.20 286 | 0.06 169 | 0.84 416 | 0.13 425 | 0.83 565 | 0.66 451 | 2.42 532 |
|
| HSM-Net_RVC |   | 11.37 495 | 1.57 190 | 6.32 162 | 5.99 344 | 2.67 338 | 20.99 555 | 7.19 484 | 28.50 496 | 28.64 507 | 21.03 508 | 25.84 445 | 33.64 601 | 16.37 524 | 16.83 495 | 10.76 473 | 0.21 336 | 0.08 148 | 0.02 269 | 0.00 1 | 0.16 186 | 0.55 126 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| SA |  | 8.43 395 | 2.16 357 | 10.02 354 | 8.41 502 | 0.93 106 | 7.36 326 | 2.21 287 | 23.73 441 | 26.15 482 | 13.55 337 | 30.84 512 | 9.89 305 | 10.09 401 | 16.84 496 | 3.52 252 | 0.18 312 | 0.68 373 | 0.17 450 | 0.40 508 | 0.48 381 | 0.92 223 |
|
| FADNet_RVC |  | 12.44 516 | 6.19 566 | 40.86 637 | 7.04 434 | 3.69 402 | 11.30 395 | 4.17 381 | 29.67 514 | 27.67 497 | 18.20 450 | 26.04 446 | 13.47 376 | 17.15 535 | 16.85 497 | 14.95 519 | 0.99 542 | 0.75 392 | 0.60 539 | 1.32 602 | 4.18 603 | 3.62 581 |
|
| hknet |  | 10.77 478 | 1.95 286 | 11.80 439 | 7.14 442 | 3.83 413 | 15.83 485 | 8.93 517 | 34.15 578 | 22.70 436 | 18.82 464 | 21.95 405 | 23.13 508 | 17.03 534 | 16.94 498 | 9.85 456 | 0.28 369 | 0.13 192 | 0.15 438 | 0.04 212 | 0.37 323 | 0.46 106 |
|
| DMCA-RVC |   | 12.06 507 | 4.35 528 | 14.21 491 | 10.52 563 | 4.86 480 | 13.84 442 | 4.33 386 | 25.20 454 | 24.13 454 | 20.56 497 | 29.22 485 | 26.65 548 | 25.85 605 | 17.02 499 | 16.34 531 | 0.41 415 | 0.35 273 | 0.55 535 | 0.24 391 | 0.83 491 | 1.81 419 |
|
| MLCV |  | 9.96 444 | 3.33 490 | 14.77 496 | 5.75 326 | 1.62 222 | 14.91 462 | 1.31 145 | 22.06 417 | 24.83 463 | 22.51 531 | 31.57 524 | 17.20 432 | 8.07 359 | 17.07 500 | 12.11 491 | 0.48 436 | 0.01 15 | 0.05 322 | 0.05 230 | 0.48 381 | 1.10 289 |
|
| RAFT + AFF |  | 10.71 477 | 4.59 533 | 18.51 552 | 10.52 563 | 5.02 490 | 13.14 431 | 11.12 561 | 26.24 467 | 27.48 495 | 15.09 364 | 16.07 313 | 19.83 476 | 11.23 420 | 17.09 501 | 10.38 463 | 0.45 430 | 1.45 598 | 0.65 546 | 0.23 381 | 2.31 567 | 2.74 553 |
|
| 1111x |  | 12.31 509 | 2.33 398 | 12.13 452 | 5.79 328 | 2.84 354 | 15.49 476 | 8.70 513 | 36.34 605 | 29.33 511 | 16.58 402 | 27.52 464 | 26.70 550 | 15.76 513 | 17.21 502 | 24.79 595 | 0.26 362 | 1.37 584 | 0.04 311 | 0.42 512 | 0.46 376 | 2.07 485 |
|
| STTStereo |  | 13.60 542 | 5.63 555 | 28.73 607 | 8.07 493 | 5.65 525 | 13.97 446 | 7.17 481 | 31.25 538 | 26.70 489 | 25.59 565 | 32.06 537 | 31.71 583 | 14.71 497 | 17.24 503 | 16.46 535 | 0.29 373 | 0.40 283 | 0.71 549 | 1.43 605 | 1.31 525 | 2.82 556 |
|
| CCAANet |  | 10.18 453 | 2.14 350 | 10.38 378 | 6.98 432 | 5.10 494 | 12.55 419 | 3.67 362 | 29.07 505 | 23.28 441 | 16.04 390 | 36.99 583 | 18.39 458 | 11.10 414 | 17.34 504 | 9.39 449 | 0.21 336 | 0.04 78 | 0.27 490 | 0.02 175 | 0.35 305 | 0.23 37 |
|
| iResNet_ROB |  | 12.41 515 | 3.19 481 | 12.39 459 | 6.63 398 | 3.72 403 | 16.98 518 | 2.64 314 | 32.29 553 | 38.58 593 | 26.93 582 | 33.73 557 | 26.24 544 | 17.40 541 | 17.36 505 | 8.95 431 | 0.33 384 | 0.01 15 | 0.00 1 | 0.00 1 | 0.40 345 | 0.35 66 |
|
| DStereoRT |  | 15.11 560 | 3.13 478 | 12.14 454 | 10.85 575 | 5.50 515 | 19.00 540 | 6.55 461 | 27.62 490 | 28.26 506 | 16.32 393 | 24.94 435 | 11.64 329 | 14.90 499 | 17.44 506 | 10.77 477 | 1.61 586 | 1.40 587 | 58.44 695 | 26.72 684 | 0.60 431 | 4.44 594 |
|
| DAS |  | 11.51 497 | 2.60 441 | 15.62 517 | 9.37 529 | 6.27 563 | 16.04 487 | 7.71 498 | 22.70 426 | 33.92 554 | 19.53 477 | 29.03 482 | 19.51 473 | 19.10 563 | 17.44 506 | 8.98 432 | 0.78 507 | 0.02 46 | 0.29 503 | 0.01 132 | 0.48 381 | 0.81 189 |
|
| DispNO |  | 9.82 440 | 2.57 437 | 17.77 545 | 6.22 359 | 5.73 528 | 11.89 408 | 4.77 405 | 25.54 457 | 21.70 424 | 17.56 433 | 21.28 389 | 18.01 451 | 13.83 482 | 17.46 508 | 9.91 457 | 0.35 392 | 0.16 207 | 0.03 293 | 0.12 291 | 0.51 395 | 1.05 276 |
|
| G2L-ROB |  | 9.96 444 | 2.29 387 | 9.59 336 | 6.06 347 | 4.08 428 | 12.02 411 | 7.60 496 | 29.90 520 | 18.79 393 | 20.31 491 | 22.15 412 | 22.44 502 | 13.11 466 | 17.47 509 | 12.03 489 | 0.03 73 | 0.01 15 | 0.01 228 | 0.02 175 | 0.27 258 | 1.07 281 |
|
| GCST |   | 37.71 679 | 41.51 682 | 27.28 601 | 92.08 719 | 36.49 684 | 24.16 578 | 0.99 112 | 26.00 461 | 20.14 405 | 26.34 575 | 15.80 309 | 19.97 478 | 4.67 232 | 17.54 510 | 5.83 361 | 80.93 713 | 35.32 691 | 87.67 719 | 74.76 709 | 73.87 709 | 42.93 694 |
|
| ff1 |  | 10.31 460 | 2.34 401 | 12.99 470 | 6.28 365 | 3.81 409 | 12.43 415 | 7.47 492 | 19.77 383 | 16.80 364 | 16.64 406 | 32.03 532 | 17.29 433 | 11.78 435 | 17.54 510 | 24.30 588 | 0.05 131 | 1.17 538 | 0.80 557 | 0.37 487 | 0.29 272 | 2.07 485 |
|
| mmx |  | 11.59 500 | 2.34 401 | 12.99 470 | 6.28 365 | 3.81 409 | 12.43 415 | 7.47 492 | 32.76 560 | 28.92 508 | 16.64 406 | 32.03 532 | 17.29 433 | 11.78 435 | 17.54 510 | 24.30 588 | 0.24 350 | 1.21 559 | 0.80 557 | 0.37 487 | 0.65 446 | 1.89 438 |
|
| xxx |   | 11.59 500 | 2.34 401 | 12.99 470 | 6.28 365 | 3.81 409 | 12.43 415 | 7.47 492 | 32.75 559 | 28.92 508 | 16.64 406 | 32.03 532 | 17.29 433 | 11.78 435 | 17.54 510 | 24.30 588 | 0.24 350 | 1.21 559 | 0.80 557 | 0.37 487 | 0.65 446 | 1.89 438 |
|
| ADLNet |  | 12.84 527 | 2.93 462 | 11.94 447 | 8.87 517 | 6.88 576 | 17.96 527 | 8.85 514 | 34.12 576 | 26.67 488 | 27.81 591 | 26.24 449 | 26.84 553 | 15.04 502 | 17.54 510 | 19.94 562 | 0.59 466 | 0.58 345 | 0.24 482 | 0.11 287 | 0.80 484 | 2.85 559 |
|
| ToySt |  | 11.51 497 | 2.48 428 | 17.84 546 | 6.10 350 | 2.09 282 | 16.11 492 | 12.36 579 | 25.07 453 | 28.25 504 | 15.22 367 | 25.16 438 | 25.51 537 | 15.98 518 | 17.63 515 | 15.46 524 | 0.19 325 | 1.08 511 | 0.04 311 | 0.31 454 | 0.66 451 | 2.67 548 |
|
| AdaStereo |  | 10.85 480 | 4.57 531 | 10.79 398 | 9.59 535 | 3.46 394 | 17.49 522 | 6.29 451 | 32.70 558 | 26.07 481 | 19.04 470 | 26.55 456 | 19.60 475 | 10.12 402 | 17.71 516 | 10.38 463 | 1.00 544 | 0.05 93 | 0.42 520 | 0.02 175 | 0.70 458 | 0.46 106 |
| 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. |
| RAFT |  | 9.07 420 | 2.76 450 | 10.38 378 | 8.89 519 | 1.24 156 | 13.48 438 | 8.19 511 | 17.14 330 | 17.29 371 | 23.01 537 | 19.34 360 | 20.06 479 | 11.13 416 | 17.79 517 | 6.43 383 | 0.09 228 | 1.12 528 | 0.28 498 | 0.02 175 | 0.79 480 | 1.94 451 |
|
| BEATNet_4x |  | 10.11 451 | 5.82 557 | 14.80 498 | 6.14 352 | 1.55 209 | 13.87 444 | 5.98 444 | 26.24 467 | 18.35 379 | 16.53 400 | 25.41 441 | 18.01 451 | 13.78 481 | 18.01 518 | 12.39 497 | 0.48 436 | 0.18 214 | 0.81 561 | 0.11 287 | 2.02 556 | 1.70 405 |
|
| RAFT_CTSACE |  | 8.55 399 | 2.62 446 | 9.63 338 | 7.41 457 | 5.06 492 | 5.76 251 | 2.54 308 | 15.38 292 | 17.84 373 | 24.33 552 | 34.69 571 | 16.37 420 | 7.22 342 | 18.05 519 | 2.63 188 | 0.01 7 | 0.56 335 | 0.00 1 | 0.03 192 | 0.42 357 | 0.41 90 |
|
| fast-iter |  | 8.56 400 | 2.44 422 | 7.70 247 | 5.09 259 | 5.21 500 | 4.06 102 | 0.49 69 | 19.26 372 | 9.96 257 | 25.77 567 | 27.88 467 | 20.72 482 | 12.22 447 | 18.06 520 | 11.58 485 | 0.05 131 | 0.11 181 | 0.00 1 | 0.10 280 | 0.16 186 | 0.31 56 |
|
| CoSv |  | 8.56 400 | 2.44 422 | 7.70 247 | 5.09 259 | 5.21 500 | 4.06 102 | 0.49 69 | 19.26 372 | 9.96 257 | 25.77 567 | 27.88 467 | 20.72 482 | 12.22 447 | 18.06 520 | 11.58 485 | 0.05 131 | 0.11 181 | 0.00 1 | 0.10 280 | 0.16 186 | 0.31 56 |
|
| PS-NSSS |  | 14.36 556 | 8.44 595 | 16.43 528 | 7.44 459 | 5.79 532 | 18.65 537 | 12.71 584 | 39.02 628 | 26.84 490 | 20.99 507 | 36.15 578 | 21.47 491 | 18.25 551 | 18.21 522 | 18.63 552 | 2.44 604 | 0.55 332 | 5.38 636 | 0.37 487 | 5.25 616 | 4.11 590 |
|
| NOSS_ROB |  | 11.76 502 | 4.63 535 | 8.14 270 | 7.46 462 | 2.92 361 | 17.82 526 | 10.55 549 | 30.45 526 | 34.08 558 | 16.37 394 | 19.97 366 | 23.14 509 | 16.31 520 | 18.22 523 | 10.67 472 | 2.98 614 | 1.84 616 | 3.39 630 | 1.64 612 | 2.24 563 | 2.37 527 |
|
| rvit_105_1 |  | 14.11 555 | 6.23 567 | 22.11 586 | 13.74 616 | 4.55 464 | 15.38 474 | 28.19 671 | 27.21 482 | 43.35 617 | 19.53 477 | 24.36 430 | 22.05 498 | 15.96 517 | 18.37 524 | 12.70 504 | 2.27 598 | 0.58 345 | 0.26 487 | 2.37 625 | 0.70 458 | 2.20 506 |
|
| PSMNet_ROB |  | 17.59 582 | 6.52 573 | 16.27 526 | 14.43 621 | 7.71 596 | 29.22 616 | 33.59 681 | 43.94 658 | 38.52 592 | 24.74 556 | 33.46 555 | 34.17 606 | 17.29 539 | 18.52 525 | 25.68 602 | 0.40 411 | 0.29 257 | 0.96 571 | 2.22 622 | 2.03 557 | 1.81 419 |
|
| FADNet |  | 14.77 558 | 11.96 621 | 39.55 635 | 8.50 506 | 6.64 571 | 18.53 536 | 6.74 469 | 35.70 596 | 35.06 567 | 19.21 473 | 28.06 471 | 28.14 556 | 13.94 487 | 18.54 526 | 11.61 487 | 0.48 436 | 0.75 392 | 0.38 518 | 0.49 530 | 9.17 639 | 2.05 483 |
|
| HGLStereo |  | 13.21 536 | 3.45 496 | 14.01 486 | 10.32 557 | 7.72 597 | 15.72 483 | 7.19 484 | 31.94 550 | 28.12 503 | 20.83 501 | 36.16 579 | 26.61 547 | 20.82 577 | 18.74 527 | 19.63 561 | 1.01 546 | 0.22 231 | 0.07 359 | 0.08 263 | 0.59 425 | 1.00 260 |
|
| xyz-stereo |  | 13.76 546 | 1.43 165 | 40.88 638 | 3.14 75 | 0.83 90 | 42.24 664 | 4.68 403 | 14.87 286 | 26.49 485 | 23.70 544 | 37.20 584 | 30.36 572 | 19.90 572 | 18.77 528 | 9.23 440 | 0.28 369 | 0.03 64 | 0.64 544 | 0.03 192 | 0.20 213 | 0.32 58 |
|
| pmcnn |  | 15.27 561 | 4.31 526 | 22.32 589 | 7.46 462 | 4.46 458 | 22.15 565 | 15.74 609 | 28.53 497 | 31.88 534 | 27.78 589 | 40.04 607 | 39.06 629 | 19.11 565 | 18.79 529 | 20.78 567 | 1.04 552 | 0.23 233 | 0.00 1 | 0.00 1 | 0.53 399 | 1.17 307 |
|
| ARAFT |  | 8.86 413 | 3.86 514 | 17.37 539 | 5.96 342 | 0.94 110 | 12.59 420 | 10.80 554 | 18.20 348 | 19.95 403 | 18.77 462 | 16.27 318 | 17.78 447 | 8.88 379 | 18.82 530 | 5.30 335 | 0.35 392 | 0.04 78 | 0.00 1 | 0.00 1 | 0.62 436 | 0.64 147 |
|
| SDNR |  | 16.80 572 | 5.88 560 | 30.01 611 | 6.39 375 | 6.53 568 | 57.67 684 | 3.15 339 | 24.30 446 | 31.49 531 | 21.50 517 | 36.56 582 | 14.69 392 | 16.76 530 | 19.14 531 | 14.45 514 | 11.12 665 | 14.00 679 | 3.11 626 | 0.51 534 | 8.86 638 | 9.92 653 |
|
| fast-acv-ft |  | 14.96 559 | 4.73 537 | 17.68 542 | 8.03 492 | 5.27 503 | 28.61 613 | 9.97 542 | 26.25 469 | 35.58 573 | 26.03 570 | 38.02 592 | 31.91 585 | 21.50 583 | 19.25 532 | 21.18 569 | 0.61 472 | 0.38 278 | 0.63 542 | 0.48 527 | 1.31 525 | 1.73 408 |
|
| ac_64 |  | 11.57 499 | 2.13 346 | 11.77 438 | 8.79 515 | 5.51 518 | 19.40 541 | 6.29 451 | 24.72 451 | 15.20 333 | 23.50 543 | 24.91 433 | 33.07 595 | 16.82 531 | 19.33 533 | 17.78 544 | 0.53 448 | 0.15 204 | 0.02 269 | 0.03 192 | 0.35 305 | 1.03 272 |
|
| S-Stereo |  | 17.36 578 | 4.46 529 | 22.16 587 | 12.58 608 | 9.10 624 | 23.07 571 | 12.60 582 | 33.18 569 | 46.12 631 | 22.78 534 | 38.67 599 | 29.04 561 | 27.48 613 | 19.40 534 | 23.90 586 | 3.14 618 | 3.13 648 | 0.88 566 | 1.95 619 | 3.77 599 | 9.86 652 |
|
| UPFNet |  | 12.31 509 | 2.15 352 | 11.91 445 | 7.90 488 | 7.21 585 | 20.03 549 | 9.28 526 | 29.44 512 | 27.18 493 | 20.88 502 | 30.86 513 | 21.23 488 | 18.11 550 | 19.60 535 | 17.41 541 | 0.55 456 | 0.57 340 | 0.26 487 | 0.07 253 | 0.67 453 | 0.92 223 |
|
| StereoDRNet |  | 16.00 567 | 5.45 553 | 16.67 531 | 11.34 586 | 8.74 617 | 25.62 590 | 11.07 560 | 40.40 639 | 37.03 578 | 29.77 602 | 30.04 499 | 34.35 610 | 19.09 562 | 19.81 536 | 25.28 598 | 0.65 483 | 0.30 260 | 0.16 447 | 0.14 309 | 1.80 550 | 2.33 522 |
|
| Syn2CoEx |  | 17.68 583 | 11.86 620 | 28.39 605 | 20.88 650 | 8.24 611 | 25.66 591 | 12.35 577 | 37.57 618 | 33.60 553 | 29.57 600 | 39.80 606 | 30.02 568 | 28.00 616 | 19.91 537 | 18.91 555 | 1.14 564 | 0.53 324 | 1.23 590 | 0.46 520 | 1.97 555 | 3.61 579 |
|
| DDVS |  | 11.10 485 | 3.37 493 | 13.49 478 | 7.49 465 | 4.07 426 | 16.17 496 | 2.73 322 | 24.18 445 | 17.91 375 | 21.37 514 | 30.15 500 | 31.23 578 | 8.50 370 | 19.92 538 | 15.00 520 | 0.82 514 | 1.56 608 | 0.08 367 | 0.22 370 | 0.84 492 | 2.84 557 |
|
| TCMNet |  | 15.72 564 | 7.51 584 | 21.42 581 | 14.39 620 | 12.57 648 | 26.22 597 | 13.91 594 | 30.23 524 | 36.03 575 | 25.57 564 | 31.73 526 | 23.65 515 | 15.35 507 | 19.98 539 | 24.06 587 | 1.44 578 | 0.67 370 | 2.04 607 | 0.99 585 | 3.41 591 | 3.26 574 |
|
| AACVNet |  | 11.24 488 | 3.71 511 | 11.56 432 | 9.45 531 | 3.35 388 | 11.67 404 | 4.88 409 | 23.23 436 | 14.00 316 | 28.19 592 | 29.90 497 | 30.39 573 | 18.03 549 | 20.04 540 | 13.22 507 | 0.50 444 | 0.21 228 | 0.23 478 | 0.07 253 | 0.75 473 | 1.52 382 |
|
| DeepPruner_ROB |  | 11.28 489 | 5.83 558 | 15.23 507 | 6.93 429 | 4.50 460 | 10.08 368 | 6.62 464 | 36.65 610 | 20.17 406 | 18.12 448 | 27.95 469 | 23.10 507 | 13.43 470 | 20.08 541 | 11.90 488 | 1.16 566 | 0.51 318 | 0.23 478 | 0.17 332 | 1.11 514 | 1.91 442 |
|
| MMNet |  | 13.55 541 | 2.82 455 | 13.90 484 | 7.63 469 | 6.36 566 | 26.45 600 | 4.63 400 | 24.00 444 | 42.67 613 | 26.25 574 | 33.12 550 | 20.98 487 | 19.45 569 | 20.14 542 | 19.49 560 | 0.75 497 | 0.54 328 | 0.11 412 | 0.01 132 | 0.53 399 | 1.10 289 |
|
| DLCB_ROB |  | 13.97 550 | 3.74 512 | 11.01 411 | 9.99 545 | 5.85 538 | 21.40 558 | 10.37 547 | 30.17 523 | 30.49 518 | 28.21 593 | 32.18 539 | 32.67 591 | 21.17 581 | 20.20 543 | 18.59 551 | 0.34 390 | 0.18 214 | 0.41 519 | 0.15 318 | 0.61 434 | 1.76 413 |
|
| hitnet-ft |   | 12.59 520 | 3.03 474 | 7.87 259 | 7.49 465 | 4.20 436 | 27.41 606 | 3.75 365 | 23.41 439 | 24.15 455 | 21.14 511 | 34.12 565 | 31.93 586 | 19.74 571 | 20.28 544 | 18.13 546 | 0.54 454 | 1.45 598 | 0.35 514 | 0.09 271 | 1.26 523 | 1.41 354 |
|
| psm_up |  | 13.88 549 | 2.70 448 | 10.89 405 | 10.20 551 | 5.97 546 | 15.01 468 | 12.58 581 | 39.13 631 | 31.75 533 | 21.39 515 | 31.09 516 | 30.18 571 | 25.01 599 | 20.33 545 | 17.62 543 | 0.75 497 | 0.39 281 | 0.18 455 | 0.03 192 | 0.82 488 | 1.67 402 |
|
| RASNet |  | 12.38 513 | 2.58 439 | 12.48 462 | 6.76 412 | 5.97 546 | 16.37 501 | 6.74 469 | 34.99 589 | 22.20 429 | 17.44 427 | 33.11 549 | 22.81 505 | 24.84 596 | 20.33 545 | 18.27 549 | 1.16 566 | 0.05 93 | 0.06 339 | 0.01 132 | 0.27 258 | 1.06 278 |
|
| GEStereo_RVC |  | 13.23 537 | 3.13 478 | 15.23 507 | 10.33 558 | 4.95 486 | 18.92 539 | 11.46 569 | 31.58 546 | 48.03 635 | 20.51 496 | 27.68 466 | 19.00 468 | 13.31 469 | 20.44 547 | 16.01 529 | 1.15 565 | 0.51 318 | 0.10 391 | 0.14 309 | 0.67 453 | 1.47 369 |
|
| GMStereo_Zeroshot |   | 11.32 491 | 8.59 597 | 21.66 582 | 10.06 546 | 2.53 328 | 12.38 414 | 1.43 155 | 21.36 413 | 21.50 419 | 23.48 542 | 35.74 576 | 24.85 526 | 6.12 300 | 20.48 548 | 8.28 418 | 0.83 515 | 0.02 46 | 0.25 485 | 0.01 132 | 6.33 625 | 0.53 122 |
|
| CRFU-Net |  | 13.32 539 | 3.53 501 | 12.90 468 | 8.76 514 | 6.05 550 | 26.25 598 | 10.15 545 | 25.86 459 | 14.68 326 | 30.76 611 | 30.58 507 | 30.11 570 | 21.59 586 | 20.52 549 | 20.28 564 | 1.53 581 | 0.48 308 | 0.27 490 | 0.16 327 | 0.64 445 | 1.28 328 |
|
| CSP-Net |  | 13.41 540 | 3.62 508 | 11.03 412 | 6.62 397 | 4.07 426 | 25.76 593 | 9.61 534 | 29.66 513 | 27.14 492 | 29.97 605 | 33.42 554 | 29.84 565 | 17.23 537 | 20.64 550 | 16.03 530 | 1.12 561 | 0.41 290 | 0.03 293 | 0.00 1 | 0.75 473 | 1.29 331 |
|
| HSM |  | 11.89 504 | 2.32 396 | 8.70 286 | 6.70 409 | 4.10 430 | 16.45 504 | 8.06 506 | 30.42 525 | 20.31 409 | 23.35 541 | 26.42 455 | 41.60 644 | 17.59 546 | 20.66 551 | 9.57 453 | 0.11 253 | 0.03 64 | 0.01 228 | 0.01 132 | 0.24 231 | 1.22 317 |
|
| FINET |  | 17.02 575 | 8.11 593 | 28.42 606 | 9.29 528 | 8.89 622 | 24.46 580 | 25.06 663 | 35.40 594 | 49.52 643 | 26.73 579 | 33.49 556 | 20.50 480 | 18.75 555 | 20.67 552 | 19.18 559 | 2.30 600 | 2.09 627 | 1.13 582 | 0.75 563 | 2.86 574 | 2.84 557 |
|
| DRN-Test |  | 16.60 571 | 4.76 538 | 16.90 535 | 10.75 570 | 8.16 610 | 29.42 617 | 14.37 595 | 43.26 655 | 39.35 595 | 28.93 598 | 35.46 574 | 29.03 560 | 20.11 574 | 20.78 553 | 24.51 593 | 0.94 536 | 0.93 442 | 0.46 525 | 0.35 475 | 1.42 533 | 2.12 495 |
|
| RYNet |  | 19.73 604 | 5.52 554 | 18.58 553 | 11.63 590 | 15.84 661 | 47.05 670 | 17.28 624 | 38.60 625 | 49.19 640 | 27.71 587 | 27.46 463 | 38.63 627 | 26.42 609 | 20.79 554 | 32.08 640 | 0.73 494 | 0.59 349 | 0.97 572 | 0.16 327 | 7.40 629 | 8.04 637 |
|
| ACV-stereo |  | 12.12 508 | 6.01 564 | 30.51 612 | 7.45 460 | 3.42 393 | 21.69 561 | 6.74 469 | 22.11 419 | 20.81 411 | 17.88 442 | 21.26 388 | 26.73 551 | 17.28 538 | 20.80 555 | 14.16 511 | 0.79 511 | 1.10 521 | 0.17 450 | 0.09 271 | 0.67 453 | 2.66 546 |
|
| YMNet |  | 16.35 569 | 6.51 571 | 23.16 593 | 11.45 587 | 8.85 619 | 25.42 588 | 8.89 515 | 32.99 563 | 32.63 543 | 34.40 633 | 39.12 601 | 34.27 607 | 17.43 542 | 20.90 556 | 22.93 577 | 0.93 533 | 1.30 569 | 1.21 586 | 0.94 574 | 1.77 548 | 1.81 419 |
|
| YMNet_1 |  | 16.35 569 | 6.51 571 | 23.16 593 | 11.45 587 | 8.85 619 | 25.42 588 | 8.89 515 | 32.99 563 | 32.63 543 | 34.40 633 | 39.12 601 | 34.27 607 | 17.43 542 | 20.90 556 | 22.93 577 | 0.93 533 | 1.30 569 | 1.21 586 | 0.94 574 | 1.77 548 | 1.81 419 |
|
| SACVNet |  | 14.10 554 | 5.24 547 | 14.19 490 | 12.11 602 | 6.12 554 | 18.45 534 | 9.11 521 | 33.13 567 | 22.94 437 | 28.79 596 | 33.88 561 | 32.69 592 | 23.78 590 | 20.91 558 | 12.13 492 | 1.08 554 | 0.54 328 | 0.84 564 | 0.48 527 | 1.41 531 | 4.26 591 |
|
| HBP-ISP |  | 13.07 532 | 8.80 599 | 8.99 298 | 8.11 496 | 4.55 464 | 13.48 438 | 6.60 463 | 29.09 507 | 30.50 519 | 21.33 513 | 36.14 577 | 16.62 423 | 19.42 567 | 20.92 559 | 12.81 505 | 3.63 623 | 2.61 639 | 7.18 650 | 4.12 640 | 3.74 598 | 2.69 550 |
|
| test_sample9 |  | 15.79 566 | 5.31 548 | 19.76 565 | 6.41 377 | 3.12 377 | 17.98 528 | 9.85 539 | 29.36 508 | 25.26 470 | 24.82 557 | 21.48 391 | 24.89 527 | 18.87 557 | 21.03 560 | 22.11 572 | 6.83 645 | 36.75 692 | 6.61 643 | 7.47 654 | 3.22 587 | 4.59 595 |
|
| test_sample8 |  | 17.93 586 | 5.31 548 | 19.76 565 | 6.41 377 | 3.12 377 | 17.98 528 | 9.85 539 | 32.68 557 | 20.05 404 | 33.68 630 | 26.30 451 | 40.74 638 | 34.14 645 | 21.03 560 | 22.11 572 | 6.83 645 | 36.75 692 | 6.61 643 | 7.47 654 | 3.22 587 | 4.59 595 |
|
| MaskLacGwcNet_RVC |  | 17.56 581 | 17.23 646 | 20.10 571 | 12.02 600 | 6.91 578 | 28.81 614 | 11.45 568 | 41.35 642 | 21.95 426 | 30.13 607 | 34.66 570 | 32.04 587 | 11.30 422 | 21.04 562 | 16.43 533 | 8.91 654 | 2.67 640 | 12.29 663 | 0.84 568 | 12.72 657 | 8.43 642 |
|
| FAT-Stereo |  | 17.45 579 | 3.56 503 | 19.19 560 | 10.31 556 | 6.54 569 | 18.00 531 | 14.89 604 | 38.68 626 | 40.49 599 | 27.39 585 | 39.66 604 | 37.32 620 | 32.14 640 | 21.07 563 | 22.97 579 | 3.68 624 | 2.16 633 | 0.81 561 | 1.21 598 | 2.10 559 | 6.78 626 |
|
| UNet |  | 13.18 535 | 2.47 425 | 14.45 493 | 7.45 460 | 7.82 600 | 26.01 594 | 4.67 402 | 34.38 583 | 29.42 512 | 20.90 504 | 31.81 529 | 26.68 549 | 18.98 560 | 21.08 564 | 15.56 525 | 0.21 336 | 0.06 122 | 0.27 490 | 0.09 271 | 0.37 323 | 1.01 262 |
|
| DSFCA |  | 12.44 516 | 3.00 468 | 14.87 503 | 6.04 346 | 7.03 581 | 17.06 519 | 10.86 557 | 31.11 536 | 32.12 536 | 26.41 577 | 23.81 426 | 22.37 501 | 15.13 504 | 21.13 565 | 13.53 510 | 0.95 540 | 0.66 364 | 0.28 498 | 0.38 497 | 1.21 519 | 0.77 183 |
|
| CBMV_ROB |  | 12.51 518 | 3.86 514 | 7.98 264 | 5.81 330 | 2.99 370 | 16.05 491 | 4.62 398 | 27.61 489 | 31.37 530 | 26.75 580 | 32.62 543 | 23.97 518 | 22.66 589 | 21.14 566 | 12.09 490 | 2.15 596 | 1.78 615 | 2.24 610 | 1.27 601 | 1.64 543 | 1.54 385 |
|
| Anonymous_2 |  | 15.61 562 | 7.12 576 | 18.63 555 | 6.49 384 | 7.98 602 | 26.94 603 | 11.93 574 | 19.48 377 | 18.48 388 | 18.25 453 | 15.95 311 | 24.18 520 | 21.32 582 | 21.17 567 | 15.94 528 | 10.88 662 | 13.80 678 | 11.19 662 | 25.13 683 | 10.92 651 | 6.42 622 |
|
| GwcNet |   | 17.31 576 | 6.61 574 | 23.02 591 | 10.83 574 | 8.63 615 | 29.48 618 | 10.80 554 | 39.37 633 | 45.73 628 | 24.16 551 | 37.85 591 | 31.50 579 | 21.81 588 | 21.37 568 | 27.25 614 | 0.81 512 | 0.88 429 | 0.57 538 | 0.46 520 | 1.54 540 | 3.61 579 |
|
| PA-Net |  | 16.98 574 | 8.05 592 | 29.56 610 | 10.52 563 | 11.30 639 | 21.91 564 | 29.93 675 | 32.64 556 | 39.50 596 | 20.38 494 | 28.51 478 | 23.80 516 | 20.82 577 | 21.45 569 | 25.60 600 | 0.25 358 | 2.36 636 | 0.23 478 | 4.99 645 | 1.34 528 | 6.47 623 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| LMCR-Stereo |   | 11.32 491 | 4.98 543 | 11.87 443 | 14.09 617 | 4.01 423 | 16.97 517 | 5.70 430 | 26.41 472 | 23.41 446 | 22.57 533 | 22.11 411 | 15.18 402 | 15.44 510 | 21.48 570 | 17.57 542 | 2.29 599 | 0.04 78 | 0.00 1 | 0.03 192 | 1.53 539 | 0.65 150 |
|
| Wz-Net-LNSev-Ref |  | 16.12 568 | 4.56 530 | 29.46 608 | 7.78 480 | 6.11 553 | 26.08 595 | 13.01 587 | 31.08 535 | 37.61 583 | 27.66 586 | 46.96 646 | 29.92 566 | 15.40 508 | 21.54 571 | 22.39 574 | 1.09 556 | 0.05 93 | 0.10 391 | 0.00 1 | 0.43 361 | 1.21 316 |
|
| FADNet-RVC |  | 13.86 548 | 12.75 630 | 41.65 639 | 8.64 510 | 4.63 472 | 16.45 504 | 6.89 475 | 28.91 502 | 24.20 456 | 20.89 503 | 31.44 521 | 26.73 551 | 11.37 424 | 21.58 572 | 15.91 527 | 0.25 358 | 0.14 200 | 0.14 433 | 0.24 391 | 2.97 578 | 1.50 380 |
|
| Wz-Net-LNSev |  | 19.04 599 | 11.48 617 | 43.55 644 | 10.82 573 | 8.01 605 | 24.96 584 | 17.46 627 | 34.72 588 | 44.36 622 | 33.43 628 | 44.72 637 | 32.54 589 | 24.13 592 | 21.64 573 | 24.38 591 | 0.93 533 | 0.22 231 | 0.00 1 | 0.03 192 | 1.44 534 | 1.99 468 |
|
| LL-Strereo |  | 11.34 493 | 4.25 525 | 13.90 484 | 9.09 522 | 6.20 556 | 7.31 323 | 8.93 517 | 35.93 598 | 30.30 517 | 16.93 414 | 15.83 310 | 21.85 495 | 17.45 544 | 21.92 574 | 10.25 461 | 0.43 423 | 1.47 601 | 0.74 552 | 0.08 263 | 1.15 515 | 2.71 551 |
|
| SGM-Forest |  | 13.63 543 | 2.55 436 | 8.22 272 | 6.30 370 | 2.16 296 | 23.84 577 | 11.13 562 | 34.68 587 | 32.40 538 | 27.27 584 | 33.02 546 | 30.08 569 | 17.82 548 | 22.13 575 | 15.40 523 | 1.66 589 | 0.32 263 | 0.88 566 | 0.03 192 | 0.79 480 | 1.93 444 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| NCCL2 |  | 17.94 587 | 7.94 590 | 16.87 534 | 24.07 663 | 7.60 592 | 24.52 581 | 17.08 623 | 35.42 595 | 26.65 487 | 32.01 618 | 38.57 596 | 41.96 647 | 27.61 614 | 22.24 576 | 24.43 592 | 0.65 483 | 0.33 269 | 2.64 620 | 2.13 621 | 2.28 566 | 3.86 588 |
|
| ADLNet2 |  | 12.99 529 | 2.94 463 | 14.18 489 | 9.57 534 | 5.96 545 | 20.23 552 | 10.41 548 | 33.05 566 | 37.61 583 | 19.46 476 | 19.74 363 | 22.46 503 | 18.63 553 | 22.37 577 | 20.76 566 | 0.37 402 | 0.15 204 | 0.06 339 | 0.08 263 | 1.04 510 | 0.72 171 |
|
| UDG |  | 22.21 625 | 15.90 642 | 16.41 527 | 21.71 653 | 20.17 670 | 32.51 631 | 13.78 593 | 36.62 609 | 35.77 574 | 26.64 578 | 31.43 520 | 37.49 623 | 32.33 641 | 22.77 578 | 21.19 570 | 11.08 664 | 5.60 665 | 23.12 674 | 7.74 658 | 17.07 669 | 14.89 669 |
|
| delet |  | 13.26 538 | 2.43 421 | 12.99 470 | 8.45 504 | 6.26 562 | 22.40 566 | 10.83 556 | 28.78 501 | 38.76 594 | 20.39 495 | 30.36 502 | 20.85 485 | 17.67 547 | 22.97 579 | 19.13 557 | 0.14 280 | 0.45 301 | 0.19 461 | 0.08 263 | 0.78 477 | 1.24 322 |
|
| ssnet_v2 |  | 13.84 547 | 3.15 480 | 13.44 477 | 7.99 490 | 3.08 375 | 22.60 567 | 14.51 600 | 36.65 610 | 33.59 552 | 22.04 526 | 26.10 447 | 28.64 558 | 17.16 536 | 23.13 580 | 20.86 568 | 0.50 444 | 0.32 263 | 0.20 466 | 0.13 296 | 1.41 531 | 1.38 346 |
|
| SuperB |  | 18.07 590 | 7.33 581 | 56.73 669 | 8.42 503 | 5.42 511 | 20.39 553 | 9.73 537 | 26.04 462 | 50.80 647 | 26.88 581 | 39.52 603 | 17.79 448 | 21.54 584 | 23.17 581 | 25.96 605 | 0.77 503 | 0.32 263 | 1.11 581 | 0.73 561 | 16.11 666 | 2.75 555 |
|
| AANet_RVC |  | 13.75 545 | 6.34 568 | 12.90 468 | 8.87 517 | 4.53 463 | 14.09 449 | 9.12 522 | 29.37 511 | 38.32 591 | 23.85 549 | 37.41 586 | 23.55 514 | 17.51 545 | 23.31 582 | 18.56 550 | 2.08 595 | 1.30 569 | 0.25 485 | 0.06 243 | 0.73 465 | 2.87 561 |
|
| w-ln-seven-2 |  | 18.44 593 | 8.73 598 | 43.71 645 | 11.92 597 | 6.91 578 | 24.43 579 | 13.73 592 | 30.66 529 | 41.21 606 | 29.15 599 | 43.29 629 | 30.86 576 | 29.28 623 | 23.47 583 | 24.59 594 | 0.99 542 | 1.11 526 | 0.64 544 | 0.17 332 | 1.63 541 | 2.26 512 |
|
| aanetorigin |  | 19.84 606 | 13.32 632 | 54.46 660 | 10.07 547 | 7.99 603 | 14.16 450 | 15.32 605 | 17.85 345 | 34.49 561 | 49.59 670 | 48.88 651 | 34.28 609 | 31.32 636 | 23.53 584 | 29.64 631 | 1.12 561 | 0.81 406 | 0.73 550 | 0.94 574 | 3.05 579 | 5.23 607 |
|
| z-ln-s-r |  | 15.70 563 | 7.13 580 | 42.53 641 | 5.88 338 | 5.57 521 | 14.47 454 | 13.18 588 | 22.93 431 | 38.31 590 | 19.68 480 | 44.92 638 | 23.85 517 | 18.42 552 | 23.81 585 | 30.69 636 | 0.37 402 | 0.02 46 | 0.00 1 | 0.01 132 | 1.15 515 | 1.16 304 |
|
| StereoDRNet-Refined |  | 14.03 551 | 3.52 500 | 12.77 465 | 8.70 512 | 3.31 386 | 18.50 535 | 4.58 396 | 29.08 506 | 30.59 520 | 29.85 603 | 42.52 621 | 25.24 535 | 19.57 570 | 23.88 586 | 23.55 583 | 0.44 426 | 0.07 137 | 0.54 533 | 0.38 497 | 0.88 498 | 2.64 545 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| w-ln-seven |  | 21.91 622 | 10.67 607 | 57.04 671 | 12.00 599 | 10.37 634 | 30.36 620 | 19.88 640 | 37.81 620 | 56.05 667 | 37.35 643 | 44.23 633 | 33.79 602 | 24.77 595 | 23.92 587 | 31.80 639 | 0.77 503 | 0.34 271 | 0.85 565 | 0.20 360 | 2.88 575 | 3.10 570 |
|
| CVANet_RVC |  | 14.09 553 | 4.82 540 | 10.86 404 | 9.46 532 | 5.60 524 | 19.70 546 | 12.94 586 | 33.38 571 | 34.86 565 | 23.72 545 | 33.31 551 | 29.76 563 | 16.35 523 | 24.37 588 | 12.45 500 | 1.22 571 | 0.23 233 | 1.45 596 | 0.87 572 | 3.41 591 | 3.01 565 |
|
| NVstereo2D |  | 15.77 565 | 4.01 517 | 17.73 543 | 9.96 544 | 8.10 608 | 30.36 620 | 9.52 529 | 43.10 653 | 43.12 616 | 15.45 373 | 28.03 470 | 23.46 512 | 16.84 532 | 24.62 589 | 17.06 539 | 3.35 621 | 0.87 427 | 1.76 602 | 1.13 593 | 7.76 632 | 9.19 647 |
|
| DeepPrunerF |  | 20.61 610 | 12.13 625 | 46.35 649 | 21.53 652 | 17.78 666 | 19.41 542 | 23.64 656 | 37.23 617 | 50.61 644 | 26.20 573 | 37.72 587 | 24.90 530 | 25.02 600 | 24.63 590 | 23.53 582 | 3.13 617 | 1.65 611 | 5.69 638 | 4.09 639 | 3.64 597 | 3.34 576 |
|
| GANet |  | 17.85 584 | 5.41 552 | 14.79 497 | 11.91 596 | 4.73 475 | 24.54 582 | 17.04 622 | 41.01 640 | 34.96 566 | 33.06 625 | 45.84 641 | 39.83 634 | 29.19 622 | 24.71 591 | 22.45 576 | 1.34 576 | 0.41 290 | 1.09 577 | 0.70 559 | 2.15 561 | 1.89 438 |
|
| CC-Net-ROB |  | 22.73 630 | 23.99 663 | 30.57 613 | 14.72 625 | 8.91 623 | 32.98 632 | 16.17 612 | 46.75 668 | 37.29 580 | 33.88 631 | 32.33 540 | 35.48 615 | 25.00 598 | 24.75 592 | 28.78 624 | 9.60 659 | 3.03 646 | 25.33 677 | 3.87 637 | 14.82 663 | 6.33 618 |
|
| PStereo |  | 12.31 509 | 21.56 659 | 5.58 122 | 4.36 201 | 1.26 161 | 10.70 386 | 8.09 507 | 17.21 331 | 37.98 587 | 12.24 299 | 1.65 44 | 11.82 336 | 11.01 409 | 24.87 593 | 34.94 646 | 11.80 667 | 1.85 618 | 1.50 597 | 0.88 573 | 15.91 665 | 11.01 661 |
|
| EDNetEfficient |  | 25.68 650 | 22.94 662 | 77.88 702 | 9.49 533 | 7.66 595 | 20.89 554 | 17.37 625 | 22.52 422 | 56.02 666 | 61.49 687 | 53.31 662 | 35.83 616 | 41.88 668 | 25.06 594 | 39.53 663 | 0.86 521 | 0.83 414 | 0.91 568 | 2.82 628 | 8.28 635 | 7.98 636 |
|
| ADCRef |  | 18.01 588 | 8.01 591 | 44.10 646 | 10.75 570 | 8.85 619 | 27.18 605 | 11.06 559 | 31.77 548 | 34.40 560 | 31.90 616 | 42.45 620 | 18.79 463 | 21.55 585 | 25.18 595 | 35.17 647 | 1.03 550 | 0.42 296 | 2.18 609 | 1.79 614 | 1.38 529 | 2.27 514 |
|
| XPNet_ROB |  | 18.03 589 | 6.06 565 | 18.19 549 | 11.68 591 | 6.83 574 | 21.23 557 | 16.93 619 | 36.66 612 | 39.82 598 | 32.51 623 | 42.05 619 | 41.04 641 | 25.77 604 | 25.72 596 | 28.80 625 | 1.67 590 | 0.91 437 | 0.79 555 | 0.27 426 | 1.24 522 | 2.38 529 |
|
| DDUNet |  | 23.49 634 | 20.59 655 | 17.13 537 | 24.58 664 | 22.45 674 | 24.86 583 | 17.96 631 | 31.42 542 | 31.06 527 | 29.59 601 | 37.81 589 | 37.85 625 | 26.39 608 | 25.77 597 | 18.74 554 | 18.99 675 | 8.10 674 | 26.65 679 | 11.80 673 | 19.41 672 | 18.58 675 |
|
| TDLM |  | 13.70 544 | 4.93 542 | 11.80 439 | 11.93 598 | 5.53 519 | 16.75 510 | 14.38 597 | 36.12 602 | 32.59 542 | 23.08 538 | 27.03 461 | 25.90 541 | 15.40 508 | 25.87 598 | 14.23 512 | 1.24 573 | 0.09 159 | 1.53 598 | 0.61 551 | 2.06 558 | 2.94 563 |
|
| edge stereo |  | 19.38 602 | 5.98 563 | 19.25 561 | 11.11 581 | 8.07 606 | 23.51 574 | 12.74 585 | 35.93 598 | 42.55 611 | 35.05 636 | 43.06 626 | 41.34 643 | 36.05 650 | 26.06 599 | 25.62 601 | 2.70 610 | 2.47 637 | 6.38 642 | 1.54 609 | 3.18 586 | 5.01 603 |
|
| LE_ROB |  | 23.59 636 | 4.64 536 | 16.84 533 | 8.59 508 | 3.05 373 | 33.01 633 | 18.53 635 | 28.96 503 | 67.40 696 | 70.71 697 | 55.67 674 | 48.44 667 | 48.90 677 | 26.06 599 | 37.98 654 | 0.44 426 | 0.24 238 | 0.27 490 | 0.54 541 | 0.49 390 | 0.98 256 |
|
| AANet |  | 26.03 653 | 27.00 667 | 71.71 695 | 8.86 516 | 7.85 601 | 26.11 596 | 11.58 571 | 32.77 561 | 57.18 671 | 56.48 679 | 52.01 657 | 47.62 664 | 41.29 666 | 26.32 601 | 37.01 651 | 3.31 620 | 1.59 610 | 1.01 574 | 0.62 552 | 4.17 602 | 6.10 616 |
|
| CBMV |   | 14.52 557 | 4.59 533 | 9.99 353 | 6.61 396 | 2.85 355 | 22.76 569 | 12.45 580 | 30.63 528 | 33.32 548 | 31.98 617 | 35.00 573 | 31.68 581 | 19.43 568 | 26.53 602 | 16.71 537 | 1.28 574 | 0.61 352 | 0.63 542 | 0.12 291 | 1.26 523 | 1.89 438 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| RP |  | 18.36 591 | 5.94 562 | 17.54 541 | 15.95 636 | 12.33 647 | 21.55 560 | 12.66 583 | 28.65 499 | 45.65 627 | 23.78 548 | 42.55 622 | 39.77 633 | 29.54 626 | 26.72 603 | 23.58 585 | 6.14 643 | 1.05 503 | 4.38 633 | 1.77 613 | 3.90 601 | 3.82 587 |
|
| UGAM |  | 10.51 469 | 1.74 229 | 10.16 359 | 7.06 437 | 4.44 454 | 6.56 303 | 11.34 565 | 16.06 304 | 27.83 499 | 21.09 509 | 28.18 473 | 23.47 513 | 11.21 418 | 26.86 604 | 11.33 483 | 0.05 131 | 0.49 311 | 0.46 525 | 0.36 482 | 0.44 364 | 0.97 251 |
|
| EDNetEfficientorigin |  | 29.50 663 | 36.05 678 | 99.77 728 | 9.67 537 | 5.93 544 | 26.79 602 | 16.02 611 | 26.87 479 | 55.18 661 | 61.15 684 | 57.72 675 | 45.04 654 | 50.99 680 | 26.90 605 | 44.78 678 | 0.53 448 | 0.54 328 | 1.72 601 | 2.53 626 | 11.05 652 | 10.75 657 |
|
| CSAN |  | 22.36 627 | 11.11 612 | 26.06 599 | 21.79 654 | 5.59 523 | 34.55 639 | 36.54 683 | 40.04 636 | 50.84 648 | 37.47 644 | 40.31 608 | 45.09 655 | 33.07 643 | 27.44 606 | 25.80 604 | 1.60 585 | 0.75 392 | 1.08 576 | 1.80 615 | 2.89 576 | 3.36 577 |
|
| Nwc_Net |  | 18.76 596 | 5.80 556 | 19.91 569 | 14.99 629 | 11.96 644 | 26.32 599 | 15.90 610 | 41.68 645 | 40.50 600 | 21.85 523 | 43.58 630 | 34.89 611 | 29.47 625 | 27.48 607 | 26.34 608 | 3.75 625 | 0.27 248 | 2.55 619 | 3.31 632 | 2.25 564 | 2.46 535 |
|
| ETE_ROB |  | 18.45 594 | 10.71 608 | 20.90 578 | 14.23 619 | 4.92 483 | 23.28 573 | 22.01 646 | 33.00 565 | 36.14 576 | 30.68 610 | 39.03 600 | 46.10 659 | 26.28 606 | 27.52 608 | 26.22 607 | 0.53 448 | 0.49 311 | 1.16 583 | 0.94 574 | 1.69 545 | 3.07 568 |
|
| Wz-Net-SNSev |  | 23.35 633 | 18.18 648 | 47.37 651 | 14.55 622 | 8.63 615 | 28.33 612 | 29.16 673 | 39.88 635 | 55.80 665 | 32.16 620 | 53.91 667 | 39.35 631 | 24.42 593 | 27.60 609 | 38.11 655 | 1.06 553 | 0.24 238 | 1.20 585 | 0.95 579 | 3.16 585 | 2.93 562 |
|
| SepStereo |  | 12.04 506 | 2.60 441 | 15.62 517 | 9.37 529 | 6.27 563 | 16.04 487 | 7.71 498 | 22.70 426 | 33.92 554 | 19.53 477 | 29.03 482 | 19.51 473 | 19.10 563 | 27.97 610 | 8.98 432 | 0.78 507 | 0.02 46 | 0.29 503 | 0.01 132 | 0.48 381 | 0.81 189 |
|
| APVNet |  | 18.42 592 | 6.37 569 | 23.10 592 | 12.76 611 | 8.28 612 | 30.74 623 | 24.17 659 | 42.08 648 | 30.76 525 | 25.86 569 | 41.66 615 | 31.83 584 | 24.99 597 | 28.01 611 | 28.77 623 | 0.49 440 | 0.57 340 | 3.05 624 | 0.55 545 | 1.80 550 | 2.46 535 |
|
| Wz-Net-MNSev |  | 19.84 606 | 7.55 585 | 35.79 628 | 10.79 572 | 7.51 589 | 38.96 656 | 18.39 634 | 35.08 590 | 44.72 624 | 31.28 613 | 41.70 616 | 41.18 642 | 20.49 576 | 28.41 612 | 30.13 635 | 0.96 541 | 0.36 276 | 0.05 322 | 0.13 296 | 1.70 546 | 1.64 395 |
|
| G-Net |  | 21.66 618 | 9.10 602 | 39.39 634 | 15.85 633 | 9.60 628 | 51.00 675 | 16.73 617 | 28.32 495 | 31.17 528 | 38.99 647 | 43.24 627 | 33.26 599 | 32.09 639 | 28.50 613 | 26.50 610 | 4.74 634 | 3.92 657 | 3.60 631 | 1.02 587 | 8.42 637 | 7.86 635 |
|
| LALA_ROB |  | 19.82 605 | 8.32 594 | 18.64 556 | 13.59 615 | 5.79 532 | 28.03 611 | 23.44 653 | 43.09 652 | 37.57 582 | 33.91 632 | 41.55 614 | 50.73 671 | 25.61 603 | 29.09 614 | 27.30 615 | 0.73 494 | 0.67 370 | 2.08 608 | 1.42 604 | 2.70 573 | 2.12 495 |
|
| NaN_ROB |  | 17.35 577 | 7.91 588 | 18.84 557 | 11.29 584 | 4.93 484 | 33.28 635 | 20.75 643 | 38.10 623 | 43.81 618 | 30.28 608 | 31.53 523 | 32.88 593 | 20.88 579 | 29.10 615 | 17.85 545 | 0.40 411 | 0.43 298 | 0.31 508 | 0.44 516 | 0.98 504 | 3.03 567 |
|
| SQANet |  | 22.07 624 | 25.29 666 | 21.78 583 | 26.81 667 | 18.92 669 | 30.75 624 | 10.25 546 | 33.47 572 | 30.10 516 | 25.73 566 | 34.31 567 | 33.45 600 | 19.94 573 | 29.16 616 | 20.03 563 | 11.68 666 | 3.08 647 | 26.95 680 | 5.80 651 | 20.97 674 | 12.99 664 |
|
| PSMNet-RUCA |  | 24.65 640 | 28.24 670 | 42.85 643 | 35.58 676 | 34.48 682 | 16.04 487 | 11.34 565 | 40.36 638 | 31.70 532 | 31.88 615 | 41.00 612 | 37.50 624 | 25.41 601 | 29.19 617 | 17.07 540 | 12.35 670 | 2.12 629 | 20.72 672 | 8.27 663 | 17.19 670 | 9.64 650 |
|
| SANet |  | 22.05 623 | 8.47 596 | 32.65 621 | 9.90 543 | 4.31 446 | 33.49 636 | 23.44 653 | 42.82 651 | 56.64 669 | 39.67 650 | 44.09 632 | 44.62 652 | 32.96 642 | 29.24 618 | 25.79 603 | 1.08 554 | 0.74 386 | 0.98 573 | 0.69 557 | 5.69 621 | 3.66 584 |
|
| GASNet |  | 17.87 585 | 20.62 656 | 32.66 622 | 21.17 651 | 9.48 627 | 16.26 497 | 9.15 523 | 45.00 663 | 40.55 601 | 26.16 572 | 24.34 429 | 33.05 594 | 15.45 511 | 29.82 619 | 18.15 548 | 3.79 626 | 0.28 255 | 1.87 603 | 0.51 534 | 7.06 627 | 1.97 456 |
|
| coex-ft |  | 31.29 669 | 39.15 681 | 93.51 717 | 9.71 540 | 5.77 531 | 36.25 645 | 26.79 668 | 31.43 543 | 59.45 679 | 73.35 701 | 58.73 677 | 45.49 656 | 48.48 676 | 30.19 620 | 46.52 682 | 1.59 582 | 1.71 614 | 0.94 570 | 0.97 583 | 9.43 641 | 6.35 621 |
|
| AF-Net |  | 19.18 600 | 6.50 570 | 16.90 535 | 16.60 638 | 11.00 638 | 23.83 576 | 11.31 564 | 36.25 603 | 51.10 650 | 25.56 563 | 38.34 595 | 41.77 645 | 31.01 634 | 30.20 621 | 27.83 617 | 4.87 637 | 0.27 248 | 4.60 634 | 1.00 586 | 2.67 572 | 2.02 473 |
|
| DGSMNet |  | 20.75 614 | 13.28 631 | 34.59 625 | 14.80 626 | 17.14 665 | 23.25 572 | 17.99 632 | 36.39 606 | 43.00 615 | 20.70 498 | 32.67 544 | 36.05 617 | 19.22 566 | 30.34 622 | 25.04 597 | 4.61 632 | 4.62 660 | 6.31 641 | 5.20 648 | 14.71 662 | 15.15 670 |
|
| MDST_ROB |  | 18.99 598 | 3.23 483 | 15.81 522 | 14.15 618 | 6.98 580 | 44.89 667 | 16.81 618 | 43.19 654 | 42.83 614 | 43.71 660 | 43.84 631 | 28.79 559 | 19.02 561 | 30.64 623 | 18.70 553 | 1.84 592 | 0.84 416 | 0.69 548 | 0.47 526 | 0.71 462 | 2.61 544 |
|
| PWCDC_ROB |   | 18.66 595 | 11.24 614 | 21.32 580 | 18.82 644 | 8.08 607 | 25.75 592 | 6.94 477 | 35.08 590 | 53.33 655 | 30.37 609 | 49.70 654 | 20.87 486 | 21.63 587 | 31.05 624 | 22.39 574 | 6.94 649 | 0.28 255 | 0.10 391 | 0.06 243 | 5.98 624 | 3.22 572 |
|
| DANet |  | 17.51 580 | 8.91 600 | 27.61 602 | 14.94 627 | 7.48 587 | 22.67 568 | 5.66 428 | 27.33 485 | 26.64 486 | 32.62 624 | 36.27 580 | 37.40 621 | 30.07 629 | 31.65 625 | 26.09 606 | 1.30 575 | 1.46 600 | 2.33 613 | 0.53 538 | 3.54 595 | 5.69 611 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| stereogan |  | 19.38 602 | 4.02 518 | 18.62 554 | 13.54 614 | 10.30 632 | 37.03 647 | 9.83 538 | 39.12 630 | 46.13 632 | 25.09 562 | 41.76 617 | 40.01 635 | 27.19 612 | 32.16 626 | 25.48 599 | 2.44 604 | 1.13 530 | 2.70 622 | 0.86 569 | 5.45 618 | 4.81 599 |
|
| ADCPNet |  | 22.75 631 | 10.94 610 | 58.96 676 | 12.24 606 | 7.57 590 | 37.33 648 | 20.08 642 | 33.89 575 | 37.37 581 | 33.49 629 | 44.32 634 | 39.36 632 | 28.43 618 | 32.19 627 | 38.55 658 | 2.25 597 | 2.69 642 | 2.37 616 | 3.59 635 | 4.33 606 | 5.01 603 |
|
| PWC_ROB |   | 19.21 601 | 12.15 626 | 28.02 604 | 11.02 580 | 6.62 570 | 25.15 586 | 5.47 425 | 36.42 607 | 49.47 641 | 33.19 626 | 44.32 634 | 34.98 612 | 26.66 611 | 32.22 628 | 27.30 615 | 1.71 591 | 0.27 248 | 1.62 599 | 0.37 487 | 2.38 569 | 4.90 602 |
|
| MSMD_ROB |  | 23.50 635 | 10.55 606 | 15.65 520 | 17.87 643 | 10.07 631 | 35.58 643 | 19.04 637 | 34.53 585 | 37.81 586 | 41.55 654 | 60.11 679 | 46.01 658 | 39.81 661 | 32.74 629 | 24.92 596 | 6.86 648 | 3.63 654 | 8.92 656 | 11.16 672 | 7.21 628 | 5.99 615 |
|
| DPSNet |  | 25.20 647 | 7.92 589 | 36.17 629 | 11.72 592 | 6.85 575 | 53.68 677 | 43.17 689 | 52.22 681 | 60.09 682 | 31.61 614 | 39.76 605 | 40.91 640 | 35.82 649 | 33.42 630 | 26.48 609 | 4.98 638 | 2.10 628 | 0.50 529 | 1.13 593 | 9.63 642 | 5.83 612 |
|
| WCMA_ROB |  | 21.17 615 | 5.89 561 | 22.32 589 | 10.39 560 | 7.65 594 | 34.55 639 | 16.42 616 | 33.20 570 | 34.02 557 | 42.06 655 | 52.50 660 | 44.09 651 | 37.59 654 | 33.66 631 | 26.77 611 | 7.45 652 | 3.18 649 | 1.27 593 | 1.43 605 | 4.18 603 | 4.81 599 |
|
| ADCL |  | 22.44 628 | 7.79 586 | 49.20 655 | 10.61 568 | 7.28 586 | 40.40 661 | 21.03 644 | 32.07 552 | 55.07 659 | 28.53 594 | 48.73 649 | 31.68 581 | 31.69 637 | 34.04 632 | 38.38 656 | 1.22 571 | 0.93 442 | 2.65 621 | 1.89 617 | 2.65 571 | 2.94 563 |
|
| ADCP+ |  | 18.93 597 | 5.83 558 | 35.35 627 | 9.85 542 | 10.36 633 | 29.49 619 | 13.65 591 | 34.22 581 | 37.75 585 | 30.02 606 | 41.45 613 | 24.18 520 | 26.43 610 | 34.71 633 | 36.58 650 | 0.27 366 | 0.40 283 | 2.00 606 | 1.19 596 | 2.31 567 | 2.66 546 |
|
| FBW_ROB |  | 21.87 621 | 11.80 619 | 25.52 596 | 14.64 624 | 7.49 588 | 31.20 627 | 16.35 615 | 45.28 664 | 44.78 625 | 44.85 664 | 40.36 609 | 43.50 650 | 27.85 615 | 34.94 634 | 23.52 581 | 3.07 616 | 2.15 632 | 7.53 653 | 3.03 631 | 4.30 605 | 5.17 606 |
|
| SHD |  | 22.33 626 | 11.30 615 | 32.10 618 | 15.61 631 | 9.88 630 | 26.75 601 | 10.12 544 | 41.84 646 | 61.77 684 | 36.36 639 | 44.65 636 | 39.28 630 | 31.10 635 | 35.07 635 | 32.76 642 | 2.35 601 | 1.95 623 | 1.24 592 | 1.90 618 | 4.33 606 | 6.34 619 |
|
| PASM |  | 29.37 662 | 19.17 650 | 50.43 656 | 23.55 661 | 23.15 676 | 27.62 607 | 27.82 669 | 35.90 597 | 50.76 646 | 35.98 638 | 40.55 610 | 47.26 663 | 34.98 646 | 35.28 636 | 38.72 659 | 12.58 672 | 15.96 682 | 17.57 671 | 22.46 682 | 13.71 659 | 13.92 667 |
|
| FCDSN-DC |  | 26.18 655 | 15.77 641 | 20.36 574 | 28.79 670 | 15.78 660 | 40.13 659 | 19.12 638 | 43.57 656 | 42.59 612 | 44.78 663 | 52.51 661 | 50.73 671 | 40.32 663 | 35.32 637 | 28.55 621 | 6.41 644 | 3.61 653 | 7.11 649 | 6.54 652 | 10.58 647 | 10.93 660 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| RGC |  | 20.62 613 | 14.30 634 | 21.99 584 | 18.85 645 | 14.53 654 | 21.42 559 | 14.82 602 | 36.00 601 | 44.32 621 | 28.54 595 | 41.82 618 | 40.12 636 | 29.43 624 | 35.44 638 | 23.33 580 | 4.12 628 | 0.72 380 | 8.80 655 | 4.39 643 | 4.55 608 | 4.84 601 |
|
| DISCO |  | 16.93 573 | 2.58 439 | 17.15 538 | 8.26 498 | 4.37 450 | 27.65 608 | 10.68 551 | 31.28 540 | 44.93 626 | 22.21 528 | 34.47 569 | 36.48 618 | 23.91 591 | 36.14 639 | 34.48 644 | 0.35 392 | 0.11 181 | 0.04 311 | 0.07 253 | 1.95 554 | 1.40 351 |
|
| PDISCO_ROB |  | 25.35 649 | 10.44 604 | 31.01 615 | 29.47 671 | 20.36 671 | 38.32 650 | 17.74 629 | 45.56 665 | 55.34 662 | 29.88 604 | 42.94 625 | 46.63 660 | 29.76 627 | 36.23 640 | 31.29 638 | 10.74 661 | 2.20 634 | 6.96 647 | 3.53 634 | 9.98 646 | 8.52 643 |
|
| FC-DCNN v2 |   | 25.13 645 | 12.03 622 | 19.82 568 | 19.08 647 | 9.43 626 | 38.89 655 | 23.42 652 | 41.85 647 | 44.02 619 | 46.96 668 | 54.51 670 | 50.70 670 | 39.69 660 | 36.34 641 | 29.25 628 | 7.36 650 | 3.39 650 | 6.17 640 | 5.02 647 | 8.00 633 | 6.71 625 |
|
| NCC-stereo |  | 20.61 610 | 7.39 582 | 25.96 597 | 15.90 634 | 16.62 663 | 20.15 550 | 23.27 649 | 44.11 661 | 41.29 607 | 25.00 560 | 38.64 597 | 35.47 613 | 28.75 619 | 36.35 642 | 26.90 612 | 4.83 635 | 2.14 630 | 3.33 628 | 9.27 666 | 3.10 581 | 3.72 585 |
|
| Abc-Net |  | 20.61 610 | 7.39 582 | 25.96 597 | 15.90 634 | 16.62 663 | 20.15 550 | 23.27 649 | 44.11 661 | 41.29 607 | 25.00 560 | 38.64 597 | 35.47 613 | 28.75 619 | 36.35 642 | 26.90 612 | 4.83 635 | 2.14 630 | 3.33 628 | 9.27 666 | 3.10 581 | 3.72 585 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| FC-DCNN |   | 25.07 644 | 12.06 624 | 20.30 573 | 19.06 646 | 9.41 625 | 38.40 651 | 23.46 655 | 41.37 643 | 44.07 620 | 46.76 667 | 53.99 668 | 50.49 669 | 39.32 658 | 36.43 644 | 29.46 629 | 7.40 651 | 3.39 650 | 6.15 639 | 5.01 646 | 8.05 634 | 6.83 627 |
|
| z-mn7 |  | 21.81 620 | 11.53 618 | 47.41 652 | 11.79 594 | 5.69 527 | 34.28 638 | 15.73 608 | 36.31 604 | 57.93 674 | 27.24 583 | 53.82 664 | 32.35 588 | 26.33 607 | 36.69 645 | 33.32 643 | 1.02 548 | 0.41 290 | 0.54 533 | 0.11 287 | 1.72 547 | 1.92 443 |
|
| MFN_U_SF_DS_RVC |  | 24.71 641 | 14.86 637 | 32.18 619 | 26.47 666 | 10.48 635 | 40.27 660 | 22.83 648 | 36.88 614 | 44.51 623 | 42.59 656 | 47.13 648 | 40.20 637 | 28.00 616 | 36.70 646 | 28.36 618 | 4.23 630 | 4.00 658 | 6.73 646 | 16.35 680 | 5.05 613 | 6.34 619 |
|
| LSM |  | 30.92 665 | 21.18 657 | 57.13 673 | 19.98 649 | 54.02 695 | 33.70 637 | 25.92 665 | 43.87 657 | 49.18 639 | 46.43 666 | 55.59 673 | 43.44 649 | 36.70 652 | 36.70 646 | 28.75 622 | 2.94 611 | 9.77 676 | 5.07 635 | 8.20 662 | 10.77 648 | 29.00 683 |
|
| zh-mn7 |  | 22.69 629 | 14.64 635 | 55.04 663 | 11.01 579 | 5.85 538 | 27.67 609 | 15.65 607 | 35.14 593 | 57.38 672 | 40.62 651 | 57.78 676 | 31.22 577 | 25.60 602 | 36.79 648 | 32.55 641 | 1.50 580 | 0.57 340 | 0.24 482 | 0.22 370 | 1.40 530 | 3.02 566 |
|
| psmorigin |  | 21.56 617 | 11.18 613 | 36.59 630 | 10.19 550 | 7.08 582 | 25.30 587 | 12.35 577 | 33.52 574 | 33.12 547 | 43.62 659 | 54.15 669 | 42.72 648 | 37.44 653 | 36.87 649 | 28.98 626 | 1.65 588 | 2.78 643 | 0.81 561 | 1.19 596 | 3.62 596 | 8.10 639 |
|
| RTSC |  | 20.52 609 | 11.06 611 | 33.58 623 | 12.11 602 | 7.19 584 | 28.90 615 | 11.99 575 | 38.49 624 | 58.85 678 | 32.22 621 | 37.28 585 | 33.11 596 | 21.14 580 | 36.93 650 | 38.84 660 | 1.49 579 | 1.50 603 | 0.15 438 | 0.64 554 | 2.18 562 | 2.67 548 |
|
| Wz-Net-TNSev |  | 25.85 651 | 21.47 658 | 59.51 678 | 10.38 559 | 7.64 593 | 42.40 665 | 23.33 651 | 35.97 600 | 54.36 657 | 36.56 640 | 43.26 628 | 45.90 657 | 41.27 665 | 37.81 651 | 37.10 652 | 2.35 601 | 1.90 622 | 0.77 553 | 1.34 603 | 5.89 623 | 7.75 634 |
|
| WZ-Net |  | 25.86 652 | 14.23 633 | 64.17 681 | 15.77 632 | 10.61 636 | 39.36 657 | 28.01 670 | 41.38 644 | 54.97 658 | 28.82 597 | 53.68 663 | 40.90 639 | 30.14 630 | 37.91 652 | 42.98 675 | 1.59 582 | 0.49 311 | 0.73 550 | 0.95 579 | 5.43 617 | 5.12 605 |
|
| XQC |  | 25.15 646 | 18.26 649 | 52.31 657 | 22.53 660 | 12.15 645 | 37.47 649 | 21.78 645 | 38.74 627 | 55.51 664 | 32.40 622 | 30.75 511 | 38.36 626 | 30.19 631 | 38.28 653 | 41.25 667 | 4.61 632 | 1.44 597 | 2.77 623 | 2.26 623 | 12.52 656 | 9.49 649 |
|
| ccnet |  | 24.80 643 | 17.64 647 | 24.53 595 | 12.35 607 | 18.18 668 | 38.47 652 | 17.76 630 | 46.24 666 | 32.78 546 | 37.51 645 | 46.76 643 | 38.80 628 | 30.45 632 | 38.35 654 | 41.98 669 | 9.41 658 | 6.40 667 | 9.67 658 | 8.04 659 | 11.64 655 | 9.00 645 |
|
| MeshStereo |   | 22.95 632 | 7.84 587 | 12.46 460 | 8.13 497 | 5.20 499 | 38.49 653 | 13.36 590 | 42.69 650 | 38.05 588 | 51.34 673 | 53.82 664 | 58.22 679 | 43.29 670 | 38.42 655 | 29.59 630 | 2.96 613 | 2.84 645 | 3.11 626 | 2.33 624 | 3.12 583 | 3.65 583 |
| 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 |
| GANetREF_RVC |   | 26.12 654 | 30.35 671 | 27.03 600 | 26.08 665 | 6.28 565 | 31.16 626 | 37.25 685 | 48.48 671 | 50.90 649 | 37.30 642 | 36.39 581 | 34.11 605 | 30.98 633 | 38.51 656 | 28.38 620 | 9.08 655 | 2.68 641 | 16.48 668 | 5.42 650 | 16.24 667 | 9.34 648 |
| 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 |
| MSAF-DinoV2 |  | 21.31 616 | 8.93 601 | 27.84 603 | 12.03 601 | 5.14 498 | 30.91 625 | 17.73 628 | 40.05 637 | 55.15 660 | 22.96 536 | 32.01 531 | 48.05 666 | 31.88 638 | 38.57 657 | 41.67 668 | 0.94 536 | 0.49 311 | 0.45 523 | 1.22 599 | 4.83 611 | 5.39 609 |
|
| ACVNet-4b |  | 36.91 678 | 52.81 687 | 57.04 671 | 42.64 682 | 22.08 673 | 48.32 671 | 14.64 601 | 50.28 675 | 59.78 680 | 43.17 658 | 46.34 642 | 55.50 677 | 24.49 594 | 39.03 658 | 23.55 583 | 25.75 681 | 3.76 655 | 47.36 688 | 33.76 689 | 28.62 681 | 19.22 676 |
|
| ADCMid |  | 23.61 637 | 12.42 628 | 44.10 646 | 11.85 595 | 8.33 613 | 27.89 610 | 20.03 641 | 36.49 608 | 39.56 597 | 40.81 652 | 47.01 647 | 36.89 619 | 43.95 671 | 39.12 659 | 42.60 672 | 1.95 593 | 1.55 607 | 3.05 624 | 3.98 638 | 5.20 614 | 5.37 608 |
|
| MFN_U_SF_RVC |  | 28.91 661 | 15.44 639 | 55.12 665 | 22.00 656 | 8.49 614 | 41.39 662 | 15.36 606 | 52.74 682 | 46.70 634 | 47.83 669 | 53.87 666 | 54.97 676 | 40.50 664 | 39.54 660 | 40.77 665 | 6.09 642 | 4.92 662 | 7.08 648 | 9.02 665 | 7.68 631 | 8.69 644 |
|
| DStereoSA |  | 27.51 657 | 16.95 644 | 39.62 636 | 24.04 662 | 14.80 655 | 30.48 622 | 23.73 657 | 50.41 676 | 60.07 681 | 27.79 590 | 38.11 593 | 30.59 575 | 39.26 656 | 39.62 661 | 28.37 619 | 8.40 653 | 8.74 675 | 15.41 666 | 11.82 674 | 23.60 677 | 18.34 674 |
|
| SGM_RVC |   | 20.33 608 | 3.24 485 | 8.92 295 | 7.20 450 | 1.62 222 | 39.61 658 | 17.01 621 | 39.11 629 | 35.12 568 | 46.26 665 | 42.62 623 | 51.57 673 | 39.45 659 | 39.66 662 | 29.87 633 | 1.16 566 | 0.37 277 | 0.55 535 | 0.35 475 | 1.20 518 | 1.64 395 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| SAMSARA |  | 35.29 675 | 19.78 651 | 33.90 624 | 55.86 689 | 36.15 683 | 76.79 707 | 94.89 721 | 49.29 672 | 51.59 654 | 38.15 646 | 37.83 590 | 53.71 675 | 39.29 657 | 40.56 663 | 40.41 664 | 4.02 627 | 6.72 669 | 2.35 615 | 4.12 640 | 9.70 644 | 10.76 658 |
|
| otaku |  | 33.83 671 | 36.87 679 | 53.81 659 | 40.41 679 | 21.58 672 | 54.54 679 | 17.45 626 | 44.01 660 | 61.47 683 | 39.63 648 | 50.06 656 | 46.76 661 | 29.76 627 | 40.64 664 | 30.07 634 | 19.17 676 | 7.09 670 | 32.34 683 | 9.92 669 | 24.17 678 | 16.94 671 |
|
| zh-sn7 |  | 23.82 638 | 16.94 643 | 52.41 658 | 14.57 623 | 8.11 609 | 26.98 604 | 24.39 661 | 37.04 615 | 49.49 642 | 34.43 635 | 52.44 659 | 33.79 602 | 35.37 648 | 40.92 665 | 39.03 661 | 0.86 521 | 0.93 442 | 0.55 535 | 0.40 508 | 3.27 590 | 4.37 592 |
|
| Consistency-Raft |  | 41.94 681 | 35.39 676 | 45.40 648 | 33.16 674 | 41.47 688 | 45.14 668 | 33.50 680 | 56.78 689 | 55.37 663 | 32.11 619 | 65.41 689 | 30.46 574 | 49.76 678 | 40.94 666 | 48.33 686 | 27.72 682 | 35.00 690 | 43.33 687 | 51.89 699 | 39.60 686 | 28.04 682 |
|
| Ntro |  | 35.59 676 | 38.58 680 | 55.41 666 | 43.66 683 | 22.54 675 | 57.26 680 | 23.73 657 | 47.69 670 | 63.99 690 | 39.63 648 | 48.82 650 | 47.68 665 | 37.60 655 | 41.55 667 | 30.80 637 | 17.85 674 | 6.61 668 | 33.21 684 | 10.52 671 | 26.65 679 | 17.97 673 |
|
| DStereoO |  | 24.73 642 | 17.10 645 | 15.98 524 | 16.15 637 | 9.73 629 | 18.79 538 | 19.24 639 | 35.12 592 | 41.17 605 | 31.19 612 | 29.42 491 | 32.58 590 | 33.95 644 | 42.12 668 | 29.02 627 | 48.86 694 | 5.31 663 | 28.90 681 | 3.60 636 | 28.35 680 | 8.04 637 |
|
| DispFullNet |  | 31.01 668 | 32.97 673 | 59.04 677 | 30.27 672 | 28.46 678 | 33.06 634 | 11.44 567 | 37.69 619 | 54.13 656 | 33.30 627 | 37.78 588 | 44.68 653 | 28.96 621 | 42.19 669 | 29.68 632 | 12.35 670 | 3.56 652 | 36.10 685 | 12.90 676 | 32.29 684 | 19.42 677 |
|
| ADCS |  | 27.11 656 | 15.49 640 | 48.87 654 | 15.20 630 | 10.99 637 | 31.86 630 | 24.37 660 | 43.99 659 | 58.30 676 | 43.12 657 | 49.92 655 | 41.90 646 | 41.43 667 | 42.90 670 | 46.29 680 | 3.00 615 | 2.60 638 | 2.45 618 | 3.47 633 | 7.63 630 | 8.41 641 |
|
| AnyNet_C32 |  | 24.34 639 | 15.07 638 | 42.84 642 | 13.07 613 | 11.83 642 | 31.80 628 | 31.73 678 | 32.47 554 | 45.77 629 | 35.92 637 | 49.66 653 | 34.05 604 | 35.21 647 | 44.09 671 | 43.39 676 | 1.61 586 | 1.70 613 | 1.22 589 | 2.94 630 | 4.87 612 | 7.60 632 |
|
| MultiAttention |  | 21.69 619 | 2.01 304 | 15.73 521 | 12.71 609 | 4.25 440 | 64.19 694 | 95.86 722 | 42.54 649 | 41.72 609 | 15.77 383 | 30.53 506 | 28.15 557 | 7.60 350 | 44.56 672 | 14.92 518 | 1.03 550 | 0.26 246 | 1.05 575 | 1.56 610 | 4.71 610 | 4.75 598 |
|
| SGM-ForestM |  | 25.21 648 | 4.80 539 | 13.50 479 | 8.68 511 | 3.74 405 | 46.85 669 | 22.04 647 | 46.25 667 | 51.32 653 | 51.28 672 | 52.07 658 | 62.64 686 | 47.13 675 | 46.05 673 | 36.30 649 | 1.99 594 | 2.25 635 | 1.21 586 | 1.24 600 | 1.65 544 | 3.21 571 |
|
| AnyNet_C01 |  | 30.67 664 | 27.57 668 | 76.09 700 | 17.61 640 | 12.18 646 | 50.42 674 | 28.89 672 | 39.14 632 | 41.14 604 | 41.36 653 | 65.66 691 | 47.21 662 | 40.16 662 | 47.50 674 | 49.82 687 | 2.38 603 | 2.79 644 | 2.31 612 | 2.83 629 | 8.35 636 | 9.99 654 |
|
| NVStereoNet_ROB |  | 42.81 684 | 34.00 674 | 46.84 650 | 37.40 677 | 28.64 679 | 35.65 644 | 33.88 682 | 49.95 673 | 58.27 675 | 69.65 696 | 75.69 701 | 66.36 692 | 65.66 694 | 48.37 675 | 62.04 700 | 16.50 673 | 25.07 685 | 23.61 676 | 32.35 687 | 21.58 675 | 24.72 680 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| light-stereo |  | 42.25 683 | 30.78 672 | 57.20 674 | 55.59 688 | 50.18 690 | 38.55 654 | 18.93 636 | 47.48 669 | 51.14 651 | 53.98 677 | 55.09 671 | 62.87 687 | 36.58 651 | 49.46 676 | 34.56 645 | 35.07 684 | 27.20 688 | 21.05 673 | 28.93 685 | 47.11 688 | 43.17 695 |
|
| RainbowNet |  | 51.77 686 | 63.10 696 | 65.03 685 | 60.15 690 | 39.21 687 | 59.39 688 | 31.46 677 | 57.61 690 | 78.49 707 | 50.61 671 | 66.05 692 | 59.57 682 | 45.26 672 | 50.17 677 | 42.57 671 | 46.92 693 | 45.90 698 | 53.26 692 | 32.46 688 | 54.03 694 | 34.14 686 |
|
| ACVNet_1 |  | 42.11 682 | 50.66 684 | 66.19 686 | 45.24 685 | 25.33 677 | 50.11 673 | 25.60 664 | 55.90 686 | 65.25 691 | 60.15 681 | 59.98 678 | 63.57 688 | 50.05 679 | 50.45 678 | 38.46 657 | 20.06 677 | 11.00 677 | 38.79 686 | 14.48 678 | 31.31 683 | 19.68 679 |
|
| MonStereo1 |  | 46.09 685 | 34.58 675 | 56.32 668 | 34.09 675 | 32.26 681 | 43.96 666 | 18.17 633 | 50.50 677 | 57.55 673 | 51.51 674 | 64.67 687 | 70.37 693 | 54.67 685 | 50.74 679 | 54.45 692 | 54.81 697 | 15.31 681 | 55.16 694 | 36.55 690 | 43.82 687 | 42.26 693 |
|
| ELAS |   | 34.78 673 | 20.32 653 | 38.13 632 | 21.79 654 | 14.89 656 | 57.95 685 | 37.04 684 | 51.15 678 | 51.19 652 | 60.95 683 | 64.42 685 | 59.08 681 | 54.44 683 | 51.53 680 | 46.26 679 | 12.00 668 | 7.83 672 | 10.46 659 | 8.04 659 | 14.42 660 | 13.71 666 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| MSC_U_SF_DS_RVC |  | 37.85 680 | 35.62 677 | 55.10 664 | 38.16 678 | 13.19 651 | 57.63 683 | 24.72 662 | 52.87 683 | 63.40 689 | 66.39 693 | 63.74 683 | 58.16 678 | 54.28 682 | 51.56 681 | 47.39 683 | 9.36 657 | 5.44 664 | 14.82 665 | 15.34 679 | 18.80 671 | 11.04 662 |
|
| RTS |  | 30.97 666 | 24.38 664 | 96.47 718 | 17.75 641 | 12.63 649 | 58.43 686 | 26.47 666 | 38.01 621 | 63.33 687 | 44.41 661 | 46.81 644 | 33.16 597 | 45.26 672 | 52.06 682 | 42.65 673 | 2.66 608 | 1.40 587 | 1.09 577 | 1.02 587 | 5.49 619 | 5.86 613 |
|
| RTSA |  | 30.97 666 | 24.38 664 | 96.47 718 | 17.75 641 | 12.63 649 | 58.43 686 | 26.47 666 | 38.01 621 | 63.33 687 | 44.41 661 | 46.81 644 | 33.16 597 | 45.26 672 | 52.06 682 | 42.65 673 | 2.66 608 | 1.40 587 | 1.09 577 | 1.02 587 | 5.49 619 | 5.86 613 |
|
| PVD |  | 34.10 672 | 19.91 652 | 39.04 633 | 27.08 668 | 18.09 667 | 35.11 641 | 44.32 691 | 52.16 680 | 66.36 693 | 53.04 676 | 64.50 686 | 52.33 674 | 56.17 686 | 52.24 684 | 42.11 670 | 4.17 629 | 4.82 661 | 9.60 657 | 4.65 644 | 11.11 653 | 25.25 681 |
|
| MANE |  | 33.27 670 | 12.69 629 | 21.10 579 | 22.10 657 | 15.09 658 | 49.75 672 | 29.51 674 | 54.10 685 | 56.36 668 | 59.73 680 | 64.93 688 | 65.43 691 | 57.34 690 | 52.70 685 | 41.02 666 | 10.52 660 | 6.09 666 | 7.35 651 | 20.29 681 | 9.66 643 | 9.65 651 |
|
| DStereoFS |  | 28.34 660 | 22.11 660 | 31.39 616 | 19.66 648 | 13.66 653 | 31.81 629 | 16.21 613 | 51.57 679 | 48.70 637 | 36.67 641 | 45.44 639 | 37.43 622 | 42.50 669 | 52.87 686 | 35.33 648 | 9.14 656 | 7.23 671 | 16.25 667 | 9.82 668 | 19.63 673 | 19.47 678 |
|
| BEATNet-Init1 |  | 36.29 677 | 22.72 661 | 56.79 670 | 28.53 669 | 13.41 652 | 59.81 689 | 33.49 679 | 53.72 684 | 58.64 677 | 60.78 682 | 63.63 682 | 70.42 694 | 56.59 688 | 53.93 687 | 46.48 681 | 5.63 639 | 4.14 659 | 7.49 652 | 7.45 653 | 11.35 654 | 10.88 659 |
|
| ELAS_RVC |   | 34.88 674 | 20.50 654 | 37.14 631 | 22.37 659 | 15.07 657 | 54.02 678 | 38.42 686 | 50.06 674 | 56.72 670 | 61.86 688 | 63.52 681 | 58.79 680 | 54.60 684 | 54.13 688 | 43.99 677 | 12.20 669 | 7.90 673 | 10.75 661 | 7.65 657 | 14.42 660 | 13.42 665 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ACVNet_2 |  | 58.13 694 | 62.74 695 | 73.58 697 | 66.59 693 | 38.77 686 | 63.23 691 | 49.56 693 | 72.12 705 | 82.24 711 | 79.37 709 | 88.96 718 | 76.25 699 | 73.29 701 | 55.14 689 | 48.05 684 | 38.17 686 | 24.21 684 | 54.92 693 | 37.94 691 | 48.23 689 | 29.29 684 |
|
| anonymity |  | 52.60 687 | 58.73 689 | 63.81 680 | 41.37 681 | 59.41 699 | 53.52 676 | 41.39 687 | 56.50 688 | 40.60 602 | 55.03 678 | 49.64 652 | 49.57 668 | 56.22 687 | 59.42 690 | 50.07 688 | 55.57 698 | 50.19 704 | 51.15 690 | 51.23 697 | 51.90 690 | 56.75 699 |
|
| SPS-STEREO |   | 56.02 691 | 59.82 692 | 64.35 682 | 45.23 684 | 53.96 694 | 61.34 690 | 44.05 690 | 60.08 691 | 50.73 645 | 62.61 689 | 61.78 680 | 59.73 683 | 57.62 691 | 60.63 691 | 59.08 695 | 58.29 701 | 48.28 699 | 51.30 691 | 49.29 695 | 55.67 695 | 56.59 698 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| SGM+DAISY |  | 55.54 690 | 57.77 688 | 64.45 683 | 40.89 680 | 53.89 693 | 63.34 692 | 50.45 694 | 56.00 687 | 45.95 630 | 61.43 686 | 64.32 684 | 61.05 684 | 56.70 689 | 61.32 692 | 56.86 694 | 56.51 700 | 49.35 702 | 50.49 689 | 50.00 696 | 52.52 691 | 57.57 700 |
|
| WAO-7 |  | 72.48 704 | 78.58 707 | 55.84 667 | 79.20 704 | 69.56 709 | 71.30 699 | 73.06 710 | 78.20 714 | 84.37 713 | 77.52 705 | 85.78 712 | 79.44 704 | 80.26 709 | 65.93 693 | 66.47 704 | 62.13 703 | 69.81 715 | 70.46 699 | 73.18 705 | 66.66 697 | 61.95 703 |
|
| TorneroNet-64 |  | 66.18 698 | 71.37 701 | 72.19 696 | 76.80 699 | 59.54 700 | 67.82 697 | 59.56 698 | 67.83 697 | 79.98 708 | 63.09 690 | 67.00 693 | 82.98 708 | 69.97 698 | 68.02 694 | 62.78 701 | 49.03 695 | 44.17 697 | 73.23 700 | 64.19 701 | 69.14 700 | 54.83 697 |
|
| DPSimNet_ROB |  | 74.86 709 | 83.75 716 | 61.14 679 | 77.51 700 | 65.78 705 | 76.04 705 | 75.86 711 | 74.62 709 | 77.61 705 | 82.20 711 | 75.97 702 | 80.50 706 | 72.45 699 | 68.06 695 | 84.65 720 | 81.90 716 | 52.11 705 | 79.97 705 | 76.71 711 | 70.85 703 | 79.47 715 |
|
| WAO-6 |  | 71.06 700 | 73.42 703 | 67.24 687 | 79.78 706 | 61.93 703 | 69.67 698 | 60.23 699 | 75.12 710 | 87.02 714 | 74.87 702 | 79.60 705 | 79.28 703 | 84.75 716 | 68.25 696 | 61.91 699 | 67.67 704 | 48.98 701 | 81.65 708 | 73.43 706 | 66.76 698 | 59.64 701 |
|
| JetBlue |  | 54.72 689 | 46.20 683 | 75.05 698 | 51.44 686 | 47.85 689 | 76.48 706 | 62.38 701 | 64.44 694 | 62.86 686 | 63.67 691 | 65.49 690 | 78.96 702 | 68.77 695 | 68.63 697 | 75.95 714 | 37.07 685 | 25.78 687 | 29.10 682 | 29.19 686 | 29.75 682 | 35.27 688 |
|
| UNDER WATER-64 |  | 73.59 707 | 75.19 706 | 88.26 711 | 74.50 697 | 55.55 697 | 78.94 710 | 76.55 712 | 65.86 695 | 68.37 698 | 75.79 704 | 69.24 696 | 84.00 711 | 77.49 707 | 69.01 698 | 73.11 708 | 81.39 714 | 57.22 709 | 82.69 711 | 80.62 712 | 69.53 701 | 68.45 709 |
|
| MADNet+ |  | 53.97 688 | 69.36 699 | 98.79 725 | 67.30 694 | 38.52 685 | 79.97 711 | 81.50 715 | 61.38 692 | 62.53 685 | 52.01 675 | 55.50 672 | 61.22 685 | 59.61 692 | 70.25 699 | 77.26 715 | 25.21 680 | 25.07 685 | 17.40 670 | 12.69 675 | 34.21 685 | 29.70 685 |
|
| TorneroNet |  | 71.59 701 | 73.91 705 | 76.67 701 | 81.06 708 | 65.65 704 | 71.44 700 | 65.68 703 | 71.66 704 | 75.08 702 | 71.76 698 | 73.09 700 | 84.12 712 | 74.51 704 | 70.46 700 | 69.58 705 | 59.87 702 | 48.58 700 | 79.93 704 | 73.78 707 | 75.74 711 | 69.18 710 |
|
| UNDER WATER |  | 76.36 710 | 79.65 711 | 88.23 710 | 84.62 709 | 67.01 706 | 77.90 708 | 78.03 713 | 67.43 696 | 72.64 701 | 75.52 703 | 71.49 699 | 85.52 713 | 82.57 712 | 70.68 701 | 75.48 713 | 79.61 711 | 54.01 706 | 86.59 717 | 84.76 716 | 72.44 706 | 72.94 712 |
|
| MFMNet_re |  | 72.11 703 | 79.45 710 | 64.79 684 | 52.91 687 | 84.26 714 | 78.00 709 | 69.47 706 | 64.08 693 | 67.45 697 | 61.33 685 | 71.28 697 | 64.22 689 | 69.42 697 | 72.45 702 | 61.54 697 | 81.63 715 | 73.93 717 | 80.19 706 | 74.21 708 | 83.02 716 | 88.49 717 |
|
| WAO-8 |  | 77.20 712 | 78.94 708 | 67.39 688 | 86.73 713 | 72.82 711 | 79.98 712 | 69.63 707 | 77.88 712 | 88.66 717 | 83.17 713 | 86.77 713 | 85.56 714 | 85.20 718 | 72.63 703 | 69.82 706 | 75.00 708 | 55.65 707 | 87.92 720 | 83.63 714 | 71.60 704 | 64.97 705 |
|
| Venus |  | 77.20 712 | 78.94 708 | 67.39 688 | 86.73 713 | 72.82 711 | 79.98 712 | 69.63 707 | 77.88 712 | 88.66 717 | 83.17 713 | 86.77 713 | 85.56 714 | 85.20 718 | 72.63 703 | 69.82 706 | 75.00 708 | 55.65 707 | 87.92 720 | 83.63 714 | 71.61 705 | 64.97 705 |
|
| IMH-64-1 |  | 59.89 695 | 58.89 690 | 69.08 690 | 66.46 691 | 50.96 691 | 57.48 681 | 51.18 695 | 69.03 698 | 67.25 694 | 67.90 694 | 80.31 706 | 70.42 694 | 74.30 702 | 72.66 705 | 50.07 688 | 42.88 689 | 43.00 695 | 65.88 696 | 47.48 692 | 53.41 692 | 39.15 689 |
|
| IMH-64 |  | 59.89 695 | 58.89 690 | 69.08 690 | 66.46 691 | 50.96 691 | 57.48 681 | 51.18 695 | 69.03 698 | 67.25 694 | 67.90 694 | 80.31 706 | 70.42 694 | 74.30 702 | 72.66 705 | 50.07 688 | 42.88 689 | 43.00 695 | 65.88 696 | 47.48 692 | 53.41 692 | 39.15 689 |
|
| ktn |  | 72.86 706 | 80.20 713 | 70.88 694 | 79.38 705 | 69.76 710 | 75.01 701 | 70.17 709 | 69.27 700 | 77.21 704 | 73.05 700 | 77.79 703 | 77.79 700 | 77.01 706 | 73.04 707 | 56.44 693 | 79.36 710 | 66.31 712 | 80.24 707 | 68.37 702 | 72.53 707 | 63.45 704 |
|
| LVE |  | 71.96 702 | 73.19 702 | 84.13 708 | 75.60 698 | 55.78 698 | 75.59 703 | 63.60 702 | 77.67 711 | 83.64 712 | 82.16 710 | 87.25 716 | 83.54 710 | 82.79 713 | 76.17 708 | 65.22 703 | 49.11 696 | 57.71 710 | 74.86 702 | 62.93 700 | 66.84 699 | 61.36 702 |
|
| KSHMR |  | 88.63 719 | 93.05 721 | 84.15 709 | 95.59 720 | 91.74 720 | 82.94 714 | 83.28 716 | 84.59 718 | 81.87 710 | 87.85 717 | 83.96 710 | 91.71 720 | 81.49 710 | 76.73 709 | 82.12 719 | 96.47 726 | 96.06 723 | 96.71 726 | 97.16 726 | 92.74 723 | 92.47 725 |
|
| IMH |  | 63.51 697 | 61.05 694 | 69.15 692 | 69.90 695 | 54.09 696 | 65.82 696 | 55.66 697 | 72.12 705 | 72.52 700 | 72.73 699 | 81.82 708 | 73.16 697 | 79.86 708 | 77.03 710 | 52.57 691 | 44.46 691 | 50.01 703 | 68.11 698 | 51.57 698 | 56.59 696 | 41.88 692 |
|
| notaker |  | 72.59 705 | 79.99 712 | 79.75 704 | 79.06 703 | 68.60 707 | 63.66 693 | 62.15 700 | 69.61 701 | 75.78 703 | 77.77 706 | 79.16 704 | 79.92 705 | 84.80 717 | 77.69 711 | 59.73 696 | 70.15 707 | 61.03 711 | 77.65 703 | 68.69 703 | 70.81 702 | 65.81 707 |
|
| JetRed |  | 79.80 715 | 80.33 714 | 91.79 714 | 71.25 696 | 75.71 713 | 91.85 715 | 80.84 714 | 79.41 715 | 80.84 709 | 84.48 715 | 84.47 711 | 83.34 709 | 72.72 700 | 79.51 712 | 85.74 721 | 69.66 706 | 81.68 718 | 73.70 701 | 72.68 704 | 82.42 715 | 73.53 713 |
|
| RSGM-EC |  | 88.05 717 | 67.56 697 | 54.72 661 | 84.76 710 | 87.14 715 | 94.31 716 | 92.47 718 | 94.54 723 | 98.04 724 | 95.58 724 | 98.08 725 | 85.88 717 | 83.46 714 | 79.65 713 | 79.54 716 | 95.39 724 | 97.60 724 | 91.56 722 | 95.03 724 | 94.55 725 | 91.16 722 |
|
| acva |  | 88.05 717 | 67.56 697 | 54.72 661 | 84.76 710 | 87.14 715 | 94.31 716 | 92.47 718 | 94.54 723 | 98.04 724 | 95.58 724 | 98.08 725 | 85.88 717 | 83.46 714 | 79.65 713 | 79.54 716 | 95.39 724 | 97.60 724 | 91.56 722 | 95.03 724 | 94.55 725 | 91.16 722 |
|
| LRCNet_RVC |  | 73.95 708 | 70.63 700 | 75.65 699 | 77.92 701 | 60.69 702 | 41.66 663 | 16.24 614 | 71.26 703 | 48.66 636 | 88.23 718 | 93.84 721 | 90.11 719 | 82.18 711 | 80.69 715 | 61.88 698 | 97.09 727 | 72.20 716 | 96.71 726 | 97.62 727 | 77.99 712 | 77.70 714 |
|
| PWCK |  | 66.53 699 | 88.82 718 | 80.30 705 | 80.69 707 | 30.85 680 | 65.18 695 | 41.64 688 | 72.55 707 | 71.28 699 | 78.68 708 | 69.18 695 | 78.14 701 | 62.17 693 | 82.93 716 | 63.46 702 | 80.46 712 | 40.52 694 | 82.05 710 | 47.71 694 | 74.54 710 | 39.47 691 |
|
| Dean |  | 80.94 716 | 86.19 717 | 83.94 707 | 85.03 712 | 60.07 701 | 75.42 702 | 67.27 704 | 81.85 717 | 88.36 716 | 92.35 720 | 87.09 715 | 92.14 721 | 93.19 722 | 83.37 717 | 74.06 709 | 68.69 705 | 66.48 713 | 94.89 725 | 84.90 717 | 83.86 717 | 69.69 711 |
|
| TCMNet-wrong-test |  | 76.88 711 | 91.55 720 | 89.69 712 | 97.65 722 | 97.33 723 | 94.96 719 | 92.79 720 | 70.14 702 | 66.18 692 | 63.79 692 | 71.43 698 | 65.35 690 | 51.30 681 | 85.36 718 | 74.52 711 | 56.30 699 | 20.24 683 | 82.94 715 | 82.30 713 | 95.20 727 | 88.51 718 |
|
| HanzoNet |  | 77.99 714 | 81.45 715 | 83.64 706 | 78.05 702 | 69.26 708 | 75.78 704 | 69.09 705 | 73.99 708 | 78.09 706 | 82.39 712 | 83.06 709 | 85.66 716 | 87.00 720 | 86.11 719 | 74.40 710 | 85.46 720 | 68.53 714 | 81.84 709 | 75.61 710 | 73.07 708 | 67.26 708 |
|
| USTest |  | 93.46 724 | 90.54 719 | 77.93 703 | 88.02 718 | 92.66 721 | 99.95 730 | 99.98 730 | 99.76 730 | 99.80 728 | 99.20 729 | 99.52 729 | 98.00 726 | 99.17 728 | 89.23 720 | 99.32 729 | 90.19 721 | 98.20 726 | 84.23 716 | 87.33 719 | 84.55 721 | 91.69 724 |
|
| xxxxx1 |  | 91.89 721 | 95.36 723 | 98.42 722 | 87.40 715 | 89.37 717 | 98.54 723 | 98.20 726 | 92.95 720 | 93.30 720 | 93.53 721 | 95.30 722 | 97.01 723 | 96.36 723 | 94.68 721 | 94.93 722 | 83.39 717 | 84.31 719 | 82.86 712 | 88.15 720 | 84.30 718 | 89.46 719 |
|
| tt_ll |  | 91.89 721 | 95.36 723 | 98.42 722 | 87.40 715 | 89.37 717 | 98.54 723 | 98.20 726 | 92.95 720 | 93.30 720 | 93.53 721 | 95.30 722 | 97.01 723 | 96.36 723 | 94.68 721 | 94.93 722 | 83.39 717 | 84.31 719 | 82.86 712 | 88.15 720 | 84.30 718 | 89.46 719 |
|
| ff |  | 91.89 721 | 95.36 723 | 98.42 722 | 87.40 715 | 89.37 717 | 98.54 723 | 98.20 726 | 92.95 720 | 93.30 720 | 93.53 721 | 95.30 722 | 97.01 723 | 96.36 723 | 94.68 721 | 94.93 722 | 83.39 717 | 84.31 719 | 82.86 712 | 88.15 720 | 84.30 718 | 89.46 719 |
|
| Selective-IGEV-i1pa |  | 57.38 693 | 73.68 704 | 57.99 675 | 30.52 673 | 16.00 662 | 94.78 718 | 47.32 692 | 81.01 716 | 87.35 715 | 88.30 719 | 87.25 716 | 74.22 698 | 69.27 696 | 94.79 724 | 75.11 712 | 45.36 692 | 27.45 689 | 26.50 678 | 13.85 677 | 21.66 676 | 35.12 687 |
|
| MADNet++ |  | 94.07 725 | 93.58 722 | 90.62 713 | 96.24 721 | 96.57 722 | 97.26 722 | 90.52 717 | 94.64 725 | 91.89 719 | 97.09 726 | 93.64 720 | 94.65 722 | 92.81 721 | 96.06 725 | 95.06 725 | 95.31 723 | 95.85 722 | 92.44 724 | 92.08 723 | 91.00 722 | 94.17 727 |
|
| Selective-IGEV-i16pa |  | 56.56 692 | 60.67 693 | 69.19 693 | 22.34 658 | 15.26 659 | 97.11 721 | 30.72 676 | 86.87 719 | 94.61 723 | 85.93 716 | 93.32 719 | 82.19 707 | 75.10 705 | 96.78 726 | 79.88 718 | 31.52 683 | 14.19 680 | 17.22 669 | 8.27 663 | 17.02 668 | 52.98 696 |
|
| MEDIAN_ROB |  | 99.20 727 | 99.85 727 | 99.64 727 | 98.51 725 | 98.53 726 | 98.60 726 | 97.88 725 | 98.83 728 | 98.59 727 | 99.35 730 | 99.47 728 | 99.57 729 | 99.05 727 | 98.38 727 | 98.37 728 | 99.99 729 | 99.63 728 | 100.00 731 | 100.00 732 | 99.82 729 | 99.92 731 |
|
| HaxPig |  | 99.40 728 | 99.99 729 | 97.53 720 | 99.99 731 | 99.99 731 | 96.91 720 | 97.19 723 | 99.57 729 | 99.99 730 | 99.98 733 | 100.00 731 | 99.99 734 | 99.96 730 | 99.06 728 | 97.86 726 | 99.99 729 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 99.98 732 |
|
| Anonymous_1 |  | 99.63 729 | 99.96 728 | 99.94 729 | 99.77 728 | 99.59 728 | 100.00 732 | 100.00 732 | 99.81 732 | 99.98 729 | 99.63 731 | 99.94 730 | 99.75 731 | 100.00 731 | 99.67 729 | 99.89 730 | 98.37 728 | 99.84 729 | 98.70 728 | 99.26 728 | 99.29 728 | 99.24 728 |
|
| ccccc |  | | 98.11 726 | | 100.00 732 | 100.00 733 | 99.33 728 | | 99.78 731 | | 99.63 731 | | 99.67 730 | | 99.95 730 | | 100.00 731 | 100.00 732 | 99.97 730 | 99.91 731 | 100.00 733 | |
|
| test_example2 |  | 99.67 730 | 99.99 729 | 99.99 730 | 100.00 732 | 99.99 731 | 99.87 729 | 99.99 731 | 98.01 726 | 100.00 732 | 100.00 734 | 100.00 731 | 98.18 727 | 98.43 726 | 99.98 731 | 99.98 731 | 100.00 731 | 99.99 731 | 99.40 729 | 99.52 730 | 100.00 733 | 100.00 733 |
|
| DPSMNet_ROB |  | 99.95 732 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 99.16 727 | 100.00 731 | 99.95 732 | 100.00 731 | 99.98 731 | 99.99 732 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| DGTPSM_ROB |  | 99.95 732 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 99.16 727 | 100.00 731 | 99.95 732 | 100.00 731 | 99.98 731 | 99.99 732 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| fast-reg |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| iinet-test |  | 99.97 734 | 100.00 732 | 100.00 732 | 99.84 729 | 99.87 729 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 99.92 731 | 99.83 730 |
|
| IINet |  | 99.97 734 | 100.00 732 | 100.00 732 | 99.84 729 | 99.87 729 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 99.92 731 | 99.82 729 |
|
| Hybrid-DGEV |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| RAFT-FEzeroshot |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| RAFT-FE |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| FlowAnything |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| Selective-RAFT-Error |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| tt |  | 89.84 720 | 1.21 113 | 99.99 730 | 99.29 727 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 99.99 730 | 78.46 707 | 68.51 694 | 99.99 734 | 100.00 731 | 100.00 734 | 100.00 734 | 95.27 722 | 99.93 730 | 87.33 718 | 86.20 718 | 94.13 724 | 86.50 716 |
|
| PML |  | 99.07 726 | 100.00 732 | 98.17 721 | 99.22 726 | 99.21 727 | 99.98 731 | 99.74 729 | 98.27 727 | 98.10 726 | 100.00 734 | 99.37 727 | 98.77 728 | 99.85 729 | 100.00 734 | 98.07 727 | 100.00 731 | 99.54 727 | 100.00 731 | 99.51 729 | 99.87 730 | 93.65 726 |
|
| CasAABBNet |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| LSM0 |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| DPSM_ROB |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| DPSM |  | 100.00 736 | 100.00 732 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 732 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|
| AVERAGE_ROB |  | 99.81 731 | 99.99 729 | 99.44 726 | 100.00 732 | 100.00 733 | 99.02 727 | 97.81 724 | 100.00 733 | 100.00 732 | 100.00 734 | 100.00 731 | 100.00 736 | 100.00 731 | 100.00 734 | 100.00 734 | 100.00 731 | 100.00 732 | 100.00 731 | 100.00 732 | 100.00 733 | 100.00 733 |
|