| mm2 |  | 1.15 10 | 0.62 14 | 2.88 12 | 1.99 14 | 0.33 34 | 1.31 9 | 0.01 1 | 4.81 15 | 2.56 53 | 1.17 21 | 0.47 16 | 2.11 106 | 0.28 7 | 3.83 54 | 0.54 11 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| mm1 |  | 1.12 8 | 0.62 14 | 2.88 12 | 1.99 14 | 0.33 34 | 1.31 9 | 0.01 1 | 4.21 6 | 2.56 53 | 1.17 21 | 0.47 16 | 2.11 106 | 0.28 7 | 3.83 54 | 0.54 11 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| MGA |  | 1.52 26 | 0.75 40 | 3.13 31 | 2.32 45 | 1.59 247 | 3.94 93 | 0.86 99 | 4.84 17 | 2.96 83 | 1.47 43 | 1.42 39 | 1.41 64 | 0.19 4 | 4.46 73 | 0.75 38 | 0.03 252 | 0.15 401 | 0.00 1 | 0.00 1 | 0.06 85 | 0.04 73 |
|
| CAR |  | 1.55 29 | 0.76 45 | 3.35 39 | 2.32 45 | 1.32 213 | 3.23 63 | 0.68 79 | 5.27 26 | 2.97 84 | 2.35 97 | 0.87 27 | 1.67 76 | 0.35 11 | 4.80 80 | 0.84 54 | 0.03 252 | 0.16 412 | 0.00 1 | 0.00 1 | 0.06 85 | 0.04 73 |
|
| MSE-Stereo |  | 1.49 23 | 0.75 40 | 3.35 39 | 2.32 45 | 1.32 213 | 3.23 63 | 0.68 79 | 5.27 26 | 2.97 84 | 1.47 43 | 0.87 27 | 1.67 76 | 0.35 11 | 4.46 73 | 0.75 38 | 0.03 252 | 0.15 401 | 0.00 1 | 0.00 1 | 0.06 85 | 0.04 73 |
|
| TS12 |  | 2.64 105 | 0.78 50 | 3.08 26 | 2.06 18 | 0.32 25 | 6.38 285 | 0.20 41 | 8.17 133 | 4.25 121 | 2.93 121 | 10.46 240 | 1.46 65 | 3.07 139 | 7.82 154 | 1.77 154 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.04 64 | 0.02 15 |
|
| LiteMatch* |   | 1.32 15 | 0.85 80 | 4.93 132 | 2.28 41 | 0.28 18 | 2.07 20 | 0.03 8 | 4.90 21 | 2.57 58 | 1.39 39 | 0.67 23 | 1.58 74 | 0.52 24 | 3.52 44 | 0.69 32 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.04 64 | 0.06 115 |
|
| aanet-new-90k |  | 2.42 91 | 1.26 201 | 9.16 378 | 2.92 103 | 1.53 240 | 3.13 58 | 1.43 150 | 6.60 78 | 1.73 30 | 0.84 5 | 3.32 73 | 0.91 50 | 5.09 245 | 9.29 218 | 0.80 41 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.05 78 | 0.25 325 |
|
| aanet-new-70k |  | 2.48 99 | 1.18 176 | 8.17 320 | 2.76 85 | 0.62 100 | 4.98 176 | 1.52 164 | 6.84 87 | 1.57 21 | 1.69 56 | 3.83 90 | 0.84 48 | 5.29 254 | 8.97 204 | 1.12 99 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.03 43 | 0.11 181 |
|
| aanet-new-78k |  | 2.47 97 | 1.27 203 | 10.18 426 | 3.08 118 | 0.28 18 | 2.19 25 | 1.35 143 | 6.66 81 | 1.44 15 | 1.58 48 | 4.08 95 | 1.02 51 | 6.47 304 | 8.61 179 | 0.83 48 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.03 43 | 0.22 301 |
|
| aanet-new-36k |  | 2.47 97 | 1.13 163 | 5.18 151 | 2.94 106 | 0.28 18 | 5.32 204 | 1.22 127 | 7.53 107 | 2.20 43 | 1.37 37 | 4.35 105 | 1.56 73 | 6.50 307 | 8.66 187 | 0.91 66 | 0.00 1 | 0.07 253 | 0.02 261 | 0.00 1 | 0.03 43 | 0.14 216 |
|
| aanet-32k-new |  | 2.45 93 | 1.49 275 | 5.53 180 | 2.99 113 | 1.32 213 | 5.09 191 | 1.83 237 | 5.66 36 | 1.61 27 | 1.21 25 | 4.15 96 | 2.17 109 | 6.08 284 | 8.40 171 | 1.04 91 | 0.01 137 | 0.07 253 | 0.00 1 | 0.00 1 | 0.10 159 | 0.21 293 |
|
| aanet-new-32k |  | 2.32 80 | 1.33 225 | 5.55 183 | 2.88 97 | 1.83 274 | 5.87 255 | 1.73 210 | 7.45 104 | 1.37 12 | 1.71 57 | 4.22 99 | 2.66 128 | 6.13 286 | 2.81 25 | 0.64 22 | 0.00 1 | 0.12 361 | 0.00 1 | 0.00 1 | 0.08 126 | 0.09 152 |
|
| aanet-new-30k |  | 2.32 80 | 1.33 225 | 5.55 183 | 2.88 97 | 1.83 274 | 5.87 255 | 1.73 210 | 7.45 104 | 1.37 12 | 1.71 57 | 4.22 99 | 2.66 128 | 6.13 286 | 2.81 25 | 0.64 22 | 0.00 1 | 0.12 361 | 0.00 1 | 0.00 1 | 0.08 126 | 0.09 152 |
|
| aanet-new-14k |  | 2.92 128 | 0.98 117 | 7.97 304 | 3.81 188 | 0.32 25 | 4.39 118 | 1.76 223 | 10.49 197 | 9.76 258 | 2.98 125 | 4.82 133 | 0.62 34 | 6.72 314 | 2.51 17 | 1.21 112 | 0.00 1 | 0.02 89 | 0.01 236 | 0.00 1 | 0.08 126 | 0.03 46 |
|
| aanet-new-8k |  | 2.87 121 | 1.08 147 | 5.00 140 | 3.55 160 | 0.36 39 | 5.96 258 | 1.77 226 | 9.42 167 | 4.81 136 | 2.01 82 | 3.89 91 | 1.30 61 | 6.79 322 | 9.92 238 | 1.42 125 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 126 | 0.04 73 |
|
| aanet-new |  | 3.09 143 | 1.23 189 | 5.57 187 | 4.01 200 | 2.64 344 | 10.34 360 | 1.80 231 | 7.22 98 | 1.74 31 | 1.88 70 | 5.05 143 | 2.33 115 | 7.68 337 | 9.12 211 | 0.99 78 | 0.01 137 | 0.07 253 | 0.00 1 | 0.00 1 | 0.05 78 | 0.05 101 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 117 | 0.82 63 | 4.94 133 | 2.88 97 | 4.51 459 | 7.85 326 | 1.68 192 | 7.92 122 | 2.72 68 | 2.50 103 | 5.74 167 | 3.82 158 | 6.75 319 | 2.59 19 | 0.94 70 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 169 | 0.03 46 |
|
| RT-Monster |  | 5.07 237 | 1.10 155 | 4.69 118 | 3.44 145 | 4.24 432 | 5.19 196 | 0.81 94 | 12.47 230 | 19.77 391 | 13.38 327 | 13.37 279 | 9.84 287 | 3.27 147 | 7.69 149 | 1.91 167 | 0.04 273 | 0.08 288 | 0.00 1 | 0.00 1 | 0.05 78 | 0.12 191 |
|
| PipStereo |  | 1.06 7 | 0.57 6 | 2.29 3 | 2.16 25 | 0.26 10 | 1.22 6 | 0.10 20 | 5.28 29 | 0.91 3 | 0.64 1 | 0.09 4 | 3.41 142 | 0.88 47 | 2.66 21 | 0.46 6 | 0.02 214 | 0.10 327 | 0.00 1 | 0.00 1 | 0.03 43 | 0.04 73 |
|
| PSi22b |  | 1.02 5 | 0.57 6 | 2.28 2 | 2.14 24 | 0.25 8 | 1.23 7 | 0.13 26 | 5.00 23 | 0.90 2 | 0.64 1 | 0.09 4 | 3.29 141 | 0.60 30 | 2.65 20 | 0.46 6 | 0.03 252 | 0.11 348 | 0.00 1 | 0.00 1 | 0.03 43 | 0.03 46 |
|
| PSi22a |  | 0.94 2 | 0.55 4 | 2.07 1 | 2.13 23 | 0.25 8 | 1.14 5 | 0.09 16 | 4.93 22 | 0.89 1 | 0.74 4 | 0.08 2 | 2.33 115 | 1.03 56 | 1.87 3 | 0.49 9 | 0.01 137 | 0.05 187 | 0.00 1 | 0.00 1 | 0.03 43 | 0.03 46 |
|
| LACA3 |  | 1.38 17 | 0.90 102 | 2.71 8 | 1.21 1 | 0.85 151 | 2.34 29 | 1.64 187 | 4.58 11 | 1.22 8 | 1.13 19 | 0.63 22 | 0.64 39 | 0.61 32 | 8.78 191 | 0.31 1 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.03 43 | 0.00 1 |
|
| PSi22 |  | 4.19 213 | 1.37 235 | 4.15 97 | 3.83 190 | 0.37 41 | 4.56 129 | 0.25 46 | 7.21 97 | 15.42 337 | 4.31 170 | 6.96 186 | 13.76 362 | 5.93 277 | 13.23 407 | 1.88 163 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.37 350 | 0.20 282 |
|
| Foundation-i1c-attn |  | 2.71 109 | 0.60 12 | 3.06 24 | 2.24 33 | 0.51 77 | 5.22 197 | 4.50 381 | 8.99 162 | 3.66 109 | 3.62 146 | 3.42 76 | 5.81 209 | 4.90 236 | 6.67 120 | 0.91 66 | 0.02 214 | 0.09 307 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 115 |
|
| Foundation-i1b |  | 2.92 128 | 0.62 14 | 3.27 35 | 2.10 21 | 0.80 145 | 6.05 270 | 4.79 392 | 9.72 179 | 3.49 106 | 4.53 178 | 3.28 70 | 6.44 225 | 5.47 257 | 6.76 123 | 0.92 68 | 0.02 214 | 0.09 307 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 46 |
|
| Foundation-i1a |  | 2.94 131 | 0.64 21 | 3.21 33 | 2.24 33 | 0.39 47 | 5.32 204 | 3.99 362 | 9.68 175 | 3.94 116 | 5.17 200 | 3.16 68 | 6.62 229 | 5.95 279 | 7.03 128 | 1.32 119 | 0.02 214 | 0.10 327 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 115 |
|
| DepthFocus |  | 1.04 6 | 0.68 30 | 3.33 38 | 1.97 11 | 0.42 56 | 1.27 8 | 0.87 101 | 2.04 3 | 1.22 8 | 0.66 3 | 1.71 43 | 1.75 83 | 0.90 49 | 3.46 40 | 0.44 3 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 73 |
|
| LiteMatch |  | 2.05 55 | 1.75 367 | 2.89 16 | 3.57 167 | 0.63 102 | 2.13 21 | 1.54 168 | 4.85 18 | 2.56 53 | 1.63 52 | 0.47 16 | 2.13 108 | 4.42 194 | 3.83 54 | 7.98 423 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.29 292 | 0.31 356 |
|
| Lsterematch |  | 6.44 311 | 1.75 367 | 6.90 253 | 3.57 167 | 0.63 102 | 8.44 337 | 1.54 168 | 12.51 233 | 16.89 356 | 16.22 389 | 25.52 427 | 9.64 285 | 4.42 194 | 12.06 347 | 7.98 423 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.29 292 | 0.31 356 |
|
| Foundation-i1 |  | 3.56 179 | 0.63 18 | 2.94 18 | 3.20 125 | 3.52 391 | 6.18 273 | 4.51 382 | 12.68 242 | 5.38 160 | 5.96 217 | 6.16 172 | 7.37 252 | 4.87 234 | 6.38 109 | 1.27 114 | 0.02 214 | 0.09 307 | 0.00 1 | 0.00 1 | 0.03 43 | 0.04 73 |
|
| Foundation-i32 |  | 0.97 3 | 0.54 3 | 2.57 5 | 2.24 33 | 0.21 7 | 1.31 9 | 0.09 16 | 4.21 6 | 0.95 5 | 1.20 24 | 0.42 14 | 2.79 132 | 0.29 10 | 1.78 2 | 0.54 11 | 0.02 214 | 0.08 288 | 0.03 282 | 0.00 1 | 0.03 43 | 0.03 46 |
|
| GeoVLM |  | 1.29 14 | 0.62 14 | 2.88 12 | 2.04 17 | 0.32 25 | 2.13 21 | 0.01 1 | 4.81 15 | 2.57 58 | 1.67 55 | 0.50 19 | 2.09 105 | 1.29 65 | 3.91 57 | 0.85 56 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| LACA2 |  | 1.22 11 | 1.14 165 | 4.34 104 | 1.32 3 | 0.20 5 | 3.03 53 | 0.14 28 | 5.79 45 | 1.12 7 | 1.06 16 | 0.67 23 | 0.56 32 | 0.80 43 | 3.67 50 | 0.44 3 | 0.00 1 | 0.03 128 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
|
| LACA1 |  | 1.12 8 | 0.73 35 | 2.61 6 | 1.25 2 | 0.59 93 | 2.50 33 | 0.45 61 | 4.45 9 | 0.93 4 | 1.64 54 | 0.22 9 | 0.47 27 | 1.78 90 | 4.39 69 | 0.36 2 | 0.00 1 | 0.03 128 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| Test_v1 |  | 1.60 36 | 0.76 45 | 3.26 34 | 2.18 27 | 1.25 203 | 2.17 24 | 0.16 34 | 7.01 91 | 3.12 90 | 1.44 41 | 2.91 64 | 1.49 67 | 1.02 55 | 4.48 75 | 0.68 28 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.03 43 | 0.04 73 |
|
| VMStereo-Base |   | 3.41 167 | 0.84 73 | 4.19 98 | 1.72 6 | 0.47 67 | 3.01 51 | 0.57 72 | 10.10 186 | 14.58 324 | 3.85 155 | 9.11 212 | 7.48 254 | 2.36 115 | 7.75 153 | 1.90 165 | 0.07 329 | 0.08 288 | 0.04 304 | 0.00 1 | 0.06 85 | 0.02 15 |
|
| Hybrid-DGEV-03 |  | 6.90 336 | 1.58 312 | 5.75 197 | 6.11 392 | 1.20 198 | 11.62 389 | 2.60 304 | 13.70 267 | 14.15 317 | 16.58 401 | 29.44 476 | 14.00 365 | 5.86 275 | 10.87 279 | 3.69 291 | 0.00 1 | 0.07 253 | 0.13 417 | 0.00 1 | 0.35 341 | 0.28 340 |
|
| DispViT+ |  | 2.39 87 | 0.66 29 | 3.18 32 | 1.32 3 | 5.13 492 | 2.80 45 | 0.09 16 | 12.73 243 | 6.26 182 | 1.59 49 | 1.01 29 | 0.71 43 | 1.06 57 | 9.26 216 | 1.35 120 | 0.62 510 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 43 | 0.02 15 |
|
| MatchStereo |   | 1.70 38 | 0.88 88 | 3.85 68 | 2.11 22 | 0.14 1 | 2.35 30 | 0.33 52 | 5.87 47 | 4.80 135 | 0.90 8 | 4.35 105 | 0.81 47 | 1.32 66 | 4.93 84 | 1.30 115 | 0.01 137 | 0.05 187 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 4 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| WQFJA1 |  | 4.56 223 | 1.18 176 | 5.44 168 | 3.48 152 | 5.88 538 | 13.44 426 | 1.59 176 | 11.97 220 | 8.85 249 | 4.92 195 | 5.44 155 | 6.20 217 | 5.05 242 | 10.03 243 | 7.60 409 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.09 136 | 0.10 164 |
|
| WQFJX1 |  | 4.68 226 | 1.09 153 | 5.54 182 | 4.07 201 | 5.82 533 | 10.92 379 | 3.99 362 | 10.31 193 | 10.17 264 | 5.90 211 | 4.99 137 | 5.79 208 | 5.18 248 | 12.80 387 | 6.89 390 | 0.01 137 | 0.00 1 | 0.01 236 | 0.00 1 | 0.15 197 | 0.06 115 |
|
| WQFJX |  | 4.69 228 | 1.22 184 | 5.36 162 | 3.29 135 | 5.73 529 | 14.19 442 | 1.93 251 | 11.24 213 | 8.68 242 | 5.78 209 | 5.47 158 | 5.72 205 | 5.99 282 | 12.05 344 | 6.87 388 | 0.02 214 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 169 | 0.15 236 |
|
| NLMM1 |  | 5.21 245 | 1.29 210 | 6.55 232 | 3.79 187 | 5.49 515 | 12.43 408 | 3.31 338 | 12.18 225 | 15.22 330 | 7.19 237 | 8.46 202 | 5.22 194 | 4.60 216 | 12.03 340 | 6.29 381 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.10 159 | 0.07 131 |
|
| NLMM |  | 4.55 222 | 1.18 176 | 5.44 168 | 3.48 152 | 5.88 538 | 13.44 426 | 1.59 176 | 11.98 221 | 8.84 248 | 4.92 195 | 5.44 155 | 6.20 217 | 5.05 242 | 9.85 235 | 7.60 409 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.09 136 | 0.10 164 |
|
| NLSM3 |  | 3.19 153 | 0.86 83 | 3.90 73 | 3.11 119 | 4.00 421 | 3.18 60 | 0.55 71 | 13.79 274 | 8.23 235 | 3.39 139 | 6.88 185 | 1.79 89 | 3.97 175 | 7.12 132 | 3.01 253 | 0.01 137 | 0.00 1 | 0.05 315 | 0.00 1 | 0.03 43 | 0.01 4 |
|
| NLSM1 |  | 4.91 233 | 1.17 173 | 5.72 196 | 4.31 236 | 5.71 528 | 13.78 431 | 1.41 146 | 14.12 277 | 9.85 260 | 5.22 202 | 10.88 249 | 4.43 171 | 4.74 229 | 10.99 283 | 5.64 367 | 0.00 1 | 0.00 1 | 0.01 236 | 0.00 1 | 0.09 136 | 0.04 73 |
|
| MonSter++ |  | 1.28 13 | 0.63 18 | 2.88 12 | 2.00 16 | 0.32 25 | 2.14 23 | 0.01 1 | 4.86 20 | 2.56 53 | 1.63 52 | 0.45 15 | 2.17 109 | 1.25 63 | 3.81 53 | 0.84 54 | 0.01 137 | 0.02 89 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| HiDET |  | 1.32 15 | 0.56 5 | 3.12 30 | 2.54 68 | 0.43 63 | 1.92 17 | 0.02 7 | 5.70 37 | 2.72 68 | 1.35 31 | 0.52 20 | 1.27 60 | 0.97 52 | 4.05 58 | 1.19 110 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 15 |
|
| LCMNet |  | 1.70 38 | 0.59 9 | 2.97 19 | 1.86 7 | 0.58 90 | 1.95 18 | 0.09 16 | 6.27 65 | 7.21 209 | 1.23 26 | 1.48 40 | 1.25 59 | 1.34 67 | 6.03 102 | 1.05 94 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| CSFM-Stereo |  | 1.49 23 | 0.59 9 | 3.11 28 | 2.47 60 | 0.31 24 | 3.07 54 | 0.15 32 | 6.28 69 | 2.36 49 | 2.48 102 | 1.08 31 | 1.50 68 | 1.10 58 | 4.29 67 | 0.89 62 | 0.02 214 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 46 |
|
| VIP-Stereo |  | 3.13 145 | 1.39 242 | 4.85 126 | 3.02 115 | 4.34 445 | 15.03 461 | 1.76 223 | 5.70 37 | 3.66 109 | 1.87 69 | 5.38 149 | 2.42 117 | 1.84 95 | 9.45 221 | 1.65 146 | 0.00 1 | 0.08 288 | 0.00 1 | 0.00 1 | 0.06 85 | 0.13 206 |
|
| GEAStereo |  | 1.94 49 | 0.95 109 | 3.61 51 | 3.84 191 | 0.64 104 | 4.39 118 | 1.50 157 | 8.01 124 | 2.33 47 | 2.24 90 | 2.61 57 | 1.19 57 | 2.25 108 | 3.50 41 | 1.15 105 | 0.01 137 | 0.06 224 | 0.05 315 | 0.00 1 | 0.22 233 | 0.14 216 |
|
| BridgeDepth |   | 1.59 33 | 0.74 37 | 2.65 7 | 1.86 7 | 0.15 3 | 6.66 296 | 0.05 10 | 5.75 39 | 2.52 51 | 1.38 38 | 0.38 12 | 1.98 98 | 2.79 133 | 4.44 72 | 0.44 3 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.02 9 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| gasm-f |  | 2.39 87 | 0.96 114 | 3.77 64 | 3.84 191 | 0.50 75 | 4.50 125 | 2.54 302 | 8.01 124 | 2.33 47 | 2.24 90 | 5.92 170 | 1.19 57 | 4.05 179 | 6.12 105 | 1.31 117 | 0.01 137 | 0.06 224 | 0.05 315 | 0.00 1 | 0.25 259 | 0.14 216 |
|
| Wavelet-MonSter |  | 1.61 37 | 0.84 73 | 4.03 82 | 2.47 60 | 2.55 336 | 2.93 48 | 0.03 8 | 4.71 14 | 1.40 14 | 1.96 73 | 4.34 103 | 0.34 21 | 0.83 46 | 4.87 83 | 0.90 63 | 0.00 1 | 0.03 128 | 0.02 261 | 0.00 1 | 0.02 9 | 0.03 46 |
|
| DA |  | 3.70 190 | 0.83 67 | 4.78 121 | 5.07 288 | 0.70 117 | 16.50 501 | 1.94 253 | 9.42 167 | 7.22 210 | 4.02 162 | 6.78 179 | 5.96 212 | 4.49 205 | 4.16 62 | 1.54 132 | 0.05 298 | 0.12 361 | 0.00 1 | 0.00 1 | 0.06 85 | 0.26 329 |
|
| Monster-pub-mixall |  | 1.84 46 | 0.85 80 | 3.45 47 | 2.27 36 | 0.94 164 | 2.43 31 | 0.54 70 | 6.32 70 | 2.65 65 | 3.04 129 | 3.56 80 | 0.38 23 | 0.49 21 | 8.93 201 | 0.74 36 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.04 64 | 0.04 73 |
|
| Replicate-Monster |  | 2.63 104 | 3.33 503 | 11.97 462 | 2.38 53 | 1.08 180 | 3.13 58 | 0.44 59 | 6.76 84 | 4.42 127 | 3.79 151 | 1.30 37 | 0.66 41 | 1.15 59 | 8.78 191 | 0.48 8 | 0.01 137 | 0.08 288 | 0.00 1 | 0.00 1 | 0.26 270 | 2.68 565 |
|
| GGEV |  | 3.70 190 | 0.83 67 | 4.78 121 | 5.07 288 | 0.70 117 | 16.50 501 | 1.94 253 | 9.42 167 | 7.22 210 | 4.02 162 | 6.78 179 | 5.96 212 | 4.49 205 | 4.16 62 | 1.54 132 | 0.05 298 | 0.12 361 | 0.00 1 | 0.00 1 | 0.06 85 | 0.26 329 |
|
| z-ln-s-r |  | 14.97 544 | 6.05 556 | 40.55 623 | 5.39 331 | 5.41 510 | 13.95 437 | 13.34 575 | 21.84 407 | 36.75 568 | 18.86 459 | 43.90 618 | 23.71 501 | 16.41 523 | 22.64 566 | 28.99 618 | 0.02 214 | 0.02 89 | 0.00 1 | 0.00 1 | 1.04 498 | 0.48 409 |
|
| S2M2_XL |  | 0.93 1 | 0.78 50 | 3.42 43 | 1.97 11 | 0.27 16 | 0.44 1 | 0.01 1 | 1.71 1 | 0.99 6 | 1.17 21 | 2.70 61 | 1.74 81 | 1.21 61 | 1.17 1 | 1.00 86 | 0.00 1 | 0.01 34 | 0.01 236 | 0.00 1 | 0.02 9 | 0.02 15 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| asda |  | 1.95 53 | 0.81 59 | 4.14 96 | 2.66 78 | 1.93 292 | 3.30 69 | 0.86 99 | 5.92 49 | 3.10 89 | 2.41 99 | 3.10 66 | 0.63 37 | 2.99 138 | 5.57 90 | 1.48 127 | 0.02 214 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 109 | 0.07 131 |
|
| asd |  | 2.06 56 | 0.78 50 | 3.85 68 | 2.45 57 | 2.18 310 | 3.99 96 | 0.35 53 | 6.94 89 | 2.60 60 | 2.99 126 | 2.79 62 | 0.52 30 | 2.27 113 | 8.33 170 | 0.93 69 | 0.02 214 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 109 | 0.11 181 |
|
| qwe |  | 2.30 75 | 0.82 63 | 3.76 63 | 2.60 73 | 2.75 352 | 4.59 135 | 0.28 49 | 6.62 79 | 2.90 81 | 4.62 181 | 4.62 119 | 0.55 31 | 0.89 48 | 8.78 191 | 2.09 190 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 109 | 0.14 216 |
|
| 2.25w |  | 2.37 84 | 0.87 86 | 4.69 118 | 2.52 64 | 1.76 268 | 3.53 80 | 0.41 56 | 6.10 57 | 2.56 53 | 3.93 161 | 6.70 178 | 0.35 22 | 2.47 125 | 8.53 176 | 2.97 250 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| 4.25_new |  | 1.94 49 | 0.81 59 | 3.74 60 | 2.82 88 | 2.69 346 | 4.37 114 | 2.37 287 | 5.76 40 | 2.78 71 | 1.99 77 | 3.60 81 | 0.23 4 | 2.40 119 | 4.13 59 | 0.99 78 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 131 |
|
| 4.5w_new |  | 1.94 49 | 0.81 59 | 3.74 60 | 2.82 88 | 2.69 346 | 4.37 114 | 2.37 287 | 5.76 40 | 2.78 71 | 1.99 77 | 3.60 81 | 0.23 4 | 2.40 119 | 4.13 59 | 0.99 78 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 131 |
|
| 4.5_new |  | 1.82 44 | 0.79 55 | 3.44 45 | 2.35 50 | 1.84 276 | 5.69 240 | 1.28 131 | 5.59 33 | 2.60 60 | 3.74 149 | 3.37 74 | 0.43 25 | 0.97 52 | 3.16 36 | 0.98 76 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 109 | 0.16 244 |
|
| 4.5w-stereo |  | 1.83 45 | 0.79 55 | 3.45 47 | 2.35 50 | 1.84 276 | 5.69 240 | 1.29 134 | 5.59 33 | 2.60 60 | 3.75 150 | 3.37 74 | 0.43 25 | 0.97 52 | 3.16 36 | 0.98 76 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.07 109 | 0.16 244 |
|
| 4.25w-stereo |  | 1.94 49 | 0.81 59 | 3.74 60 | 2.82 88 | 2.69 346 | 4.37 114 | 2.37 287 | 5.76 40 | 2.78 71 | 1.99 77 | 3.60 81 | 0.23 4 | 2.40 119 | 4.13 59 | 0.99 78 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 131 |
|
| 4w-stereo |  | 2.03 54 | 0.98 117 | 4.12 94 | 2.31 44 | 1.96 293 | 3.70 86 | 0.61 75 | 6.37 72 | 2.37 50 | 2.10 85 | 4.19 98 | 0.33 19 | 3.33 151 | 7.03 128 | 1.12 99 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 43 | 0.08 146 |
|
| 2.5w |  | 2.10 59 | 0.78 50 | 4.30 100 | 2.96 110 | 1.85 279 | 3.22 62 | 2.25 278 | 6.05 56 | 2.69 66 | 1.80 67 | 5.44 155 | 0.23 4 | 2.01 98 | 7.36 139 | 1.01 89 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 115 |
|
| 2.75w_new |  | 2.10 59 | 0.82 63 | 3.93 76 | 2.18 27 | 1.44 229 | 3.52 79 | 2.30 282 | 5.52 31 | 2.91 82 | 4.14 168 | 3.93 93 | 0.27 12 | 2.38 116 | 6.17 106 | 2.32 208 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.06 115 |
|
| 3.25w_new |  | 2.24 73 | 0.88 88 | 3.97 78 | 2.28 41 | 1.34 221 | 6.00 262 | 1.19 124 | 6.56 76 | 3.26 97 | 3.90 157 | 3.77 86 | 0.62 34 | 2.46 123 | 7.46 145 | 0.99 78 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 85 | 0.06 115 |
|
| 3.25w |  | 2.24 73 | 0.88 88 | 3.97 78 | 2.28 41 | 1.34 221 | 6.01 265 | 1.19 124 | 6.56 76 | 3.26 97 | 3.90 157 | 3.77 86 | 0.62 34 | 2.46 123 | 7.44 142 | 0.99 78 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 85 | 0.06 115 |
|
| 3.75w |  | 2.32 80 | 0.89 93 | 3.85 68 | 2.45 57 | 3.23 376 | 8.15 331 | 1.42 148 | 5.77 43 | 2.79 74 | 2.60 106 | 4.64 120 | 0.31 18 | 2.77 132 | 6.56 113 | 0.94 70 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 85 | 0.05 101 |
|
| 3.5w_stereo |  | 2.46 96 | 1.21 183 | 4.40 108 | 2.23 31 | 1.53 240 | 6.00 262 | 1.12 119 | 6.82 86 | 2.60 60 | 3.48 141 | 4.35 105 | 0.33 19 | 2.08 102 | 9.99 242 | 3.03 257 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 115 |
|
| 3w_stereo |  | 2.49 100 | 0.84 73 | 5.43 167 | 2.46 59 | 0.46 66 | 5.44 211 | 6.54 455 | 7.07 93 | 3.41 105 | 3.30 134 | 4.77 129 | 0.28 13 | 4.24 188 | 4.24 65 | 1.30 115 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.07 131 |
|
| 2w_stereo |  | 2.37 84 | 0.83 67 | 4.12 94 | 2.73 82 | 1.22 201 | 4.67 142 | 3.90 361 | 6.98 90 | 3.62 107 | 3.48 141 | 5.01 139 | 0.24 8 | 4.36 190 | 4.43 71 | 1.70 150 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 46 |
|
| 1w_stereo |  | 2.90 125 | 0.72 33 | 3.59 50 | 3.30 136 | 2.15 308 | 4.37 114 | 6.74 464 | 6.40 73 | 5.23 157 | 2.83 119 | 7.30 189 | 0.25 9 | 4.36 190 | 8.30 168 | 2.44 218 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| monsterstereo |  | 2.41 89 | 0.98 117 | 4.33 102 | 4.12 208 | 4.48 453 | 1.80 14 | 0.08 13 | 5.78 44 | 5.21 156 | 3.36 136 | 7.40 194 | 0.25 9 | 0.37 17 | 8.92 200 | 1.00 86 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| monsters |  | 2.21 69 | 1.25 198 | 4.09 90 | 3.59 169 | 4.35 447 | 2.20 26 | 0.18 39 | 8.31 140 | 2.84 76 | 4.11 166 | 2.86 63 | 0.20 2 | 0.76 39 | 8.41 172 | 0.95 73 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.01 4 |
|
| G2L-ROB |  | 9.43 429 | 1.49 275 | 8.01 309 | 5.66 345 | 4.08 424 | 11.74 390 | 7.70 490 | 29.33 500 | 18.14 377 | 19.72 472 | 21.64 385 | 22.32 484 | 11.02 408 | 16.47 489 | 10.74 475 | 0.02 214 | 0.01 34 | 0.00 1 | 0.00 1 | 0.19 222 | 0.33 362 |
|
| IGEV |   | 1.86 47 | 0.58 8 | 3.90 73 | 2.40 54 | 3.49 390 | 4.20 106 | 0.97 109 | 7.16 96 | 3.22 92 | 2.00 80 | 4.16 97 | 0.26 11 | 0.62 34 | 3.40 39 | 0.65 25 | 0.03 252 | 0.09 307 | 0.00 1 | 0.00 1 | 0.03 43 | 0.02 15 |
|
| 111111 |  | 2.45 93 | 1.01 124 | 3.89 72 | 3.60 170 | 4.13 428 | 3.49 78 | 0.23 44 | 8.63 152 | 3.25 94 | 2.15 87 | 4.26 102 | 2.29 114 | 2.03 99 | 8.86 199 | 0.94 70 | 0.01 137 | 0.02 89 | 0.08 357 | 0.00 1 | 0.14 189 | 0.04 73 |
|
| LG-Stereo_L2 |  | 1.59 33 | 0.87 86 | 4.31 101 | 2.54 68 | 0.69 115 | 2.76 43 | 0.44 59 | 6.85 88 | 1.57 21 | 1.59 49 | 0.39 13 | 0.39 24 | 0.52 24 | 7.85 156 | 0.82 46 | 0.04 273 | 0.12 361 | 0.00 1 | 0.00 1 | 0.03 43 | 0.02 15 |
|
| LG-Stereo_L1 |  | 1.59 33 | 0.89 93 | 4.07 88 | 2.55 70 | 0.95 165 | 2.93 48 | 0.50 65 | 6.75 83 | 1.54 18 | 1.32 30 | 0.24 10 | 0.50 29 | 0.59 29 | 7.91 157 | 0.85 56 | 0.04 273 | 0.12 361 | 0.01 236 | 0.00 1 | 0.03 43 | 0.02 15 |
|
| MLG-Stereo_test3 |  | 1.57 30 | 0.69 32 | 3.82 67 | 2.19 29 | 1.34 221 | 3.92 92 | 0.25 46 | 5.89 48 | 1.27 11 | 0.91 9 | 1.07 30 | 1.99 100 | 0.64 35 | 6.09 104 | 1.10 96 | 0.03 252 | 0.09 307 | 0.00 1 | 0.00 1 | 0.05 78 | 0.04 73 |
|
| MLG-Stereo_test2 |  | 1.52 26 | 0.64 21 | 2.81 10 | 2.52 64 | 1.79 273 | 2.76 43 | 0.16 34 | 4.70 13 | 1.80 34 | 1.75 62 | 0.08 2 | 3.21 140 | 0.17 3 | 7.28 135 | 0.64 22 | 0.02 214 | 0.11 348 | 0.00 1 | 0.00 1 | 0.04 64 | 0.03 46 |
|
| LG-G_1 |  | 2.14 62 | 0.64 21 | 4.04 84 | 3.18 123 | 0.37 41 | 11.00 380 | 0.60 73 | 6.27 65 | 1.55 19 | 1.28 27 | 1.15 33 | 1.34 62 | 2.14 103 | 8.08 163 | 0.99 78 | 0.04 273 | 0.12 361 | 0.00 1 | 0.00 1 | 0.06 85 | 0.03 46 |
|
| LG-G |  | 2.14 62 | 0.64 21 | 4.04 84 | 3.18 123 | 0.37 41 | 11.00 380 | 0.60 73 | 6.27 65 | 1.55 19 | 1.28 27 | 1.15 33 | 1.34 62 | 2.14 103 | 8.08 163 | 0.99 78 | 0.04 273 | 0.12 361 | 0.00 1 | 0.00 1 | 0.06 85 | 0.03 46 |
|
| LGtest1 |  | 1.48 21 | 0.75 40 | 4.03 82 | 2.33 48 | 0.65 108 | 3.02 52 | 0.11 23 | 6.12 58 | 1.51 17 | 1.41 40 | 1.48 40 | 0.65 40 | 0.93 51 | 5.60 91 | 0.81 44 | 0.03 252 | 0.12 361 | 0.00 1 | 0.00 1 | 0.10 159 | 0.04 73 |
|
| S2M2_L |  | 2.06 56 | 1.28 206 | 4.05 87 | 3.20 125 | 1.14 192 | 2.31 27 | 0.06 11 | 6.26 63 | 6.67 191 | 1.75 62 | 4.48 112 | 4.47 173 | 0.81 44 | 2.36 15 | 1.52 131 | 0.25 418 | 0.10 327 | 0.03 282 | 0.00 1 | 0.49 401 | 0.03 46 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| SGD-Stereo |  | 1.88 48 | 0.76 45 | 3.80 65 | 2.37 52 | 0.33 34 | 3.48 75 | 0.93 106 | 6.52 75 | 2.22 44 | 3.84 154 | 1.08 31 | 1.78 85 | 1.34 67 | 8.32 169 | 0.70 33 | 0.09 335 | 0.01 34 | 0.00 1 | 0.00 1 | 0.06 85 | 0.03 46 |
|
| MM-Stereo_test3 |  | 5.71 279 | 1.22 184 | 5.59 191 | 5.84 362 | 5.43 512 | 4.74 155 | 6.54 455 | 19.30 373 | 23.72 443 | 8.53 250 | 11.36 255 | 7.15 243 | 2.84 134 | 8.62 181 | 2.51 222 | 0.05 298 | 0.07 253 | 0.00 1 | 0.00 1 | 0.45 378 | 0.17 253 |
|
| MM-Stereo_test1 |  | 5.04 235 | 1.17 173 | 6.08 214 | 5.38 329 | 0.80 145 | 4.99 179 | 7.07 473 | 13.43 260 | 12.00 284 | 12.94 314 | 10.20 232 | 5.92 211 | 6.69 312 | 11.26 304 | 2.19 201 | 0.01 137 | 0.11 348 | 0.00 1 | 0.00 1 | 0.42 371 | 0.07 131 |
|
| HART |  | 3.80 195 | 1.52 286 | 5.45 170 | 4.85 272 | 0.51 77 | 4.41 121 | 0.76 89 | 12.59 239 | 5.08 152 | 5.95 216 | 12.76 272 | 6.87 236 | 1.72 87 | 10.71 266 | 1.84 162 | 0.00 1 | 0.13 377 | 0.10 388 | 0.00 1 | 0.45 378 | 0.26 329 |
|
| FoundationStereo |  | 1.26 12 | 0.73 35 | 2.84 11 | 2.65 75 | 0.58 90 | 2.31 27 | 0.61 75 | 3.40 5 | 1.57 21 | 1.89 71 | 0.09 4 | 2.61 124 | 2.90 135 | 2.37 16 | 0.60 19 | 0.04 273 | 0.04 149 | 0.00 1 | 0.00 1 | 0.02 9 | 0.03 46 |
|
| StereoAnything_RVC |  | 2.31 79 | 11.20 610 | 4.65 115 | 2.23 31 | 0.14 1 | 1.49 12 | 0.17 38 | 4.50 10 | 1.24 10 | 1.03 15 | 0.06 1 | 0.20 2 | 3.60 166 | 8.05 161 | 0.59 17 | 0.02 214 | 0.11 348 | 0.00 1 | 0.00 1 | 6.97 611 | 0.03 46 |
|
| HUF |  | 2.75 113 | 1.32 222 | 5.28 156 | 2.83 91 | 0.55 85 | 5.23 199 | 2.19 269 | 8.97 160 | 4.23 120 | 1.97 74 | 4.39 108 | 5.03 187 | 2.64 127 | 6.86 126 | 1.44 126 | 0.73 525 | 0.63 565 | 0.09 369 | 0.00 1 | 0.17 215 | 0.44 398 |
|
| GIP-stereo |  | 2.66 107 | 1.00 123 | 4.00 80 | 4.99 282 | 3.41 382 | 3.38 70 | 0.77 91 | 8.73 157 | 5.69 172 | 2.08 84 | 5.38 149 | 4.13 164 | 3.21 143 | 5.21 88 | 1.05 94 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.07 109 | 0.04 73 |
|
| fffft |  | 2.58 102 | 0.86 83 | 5.15 149 | 3.15 122 | 1.32 213 | 4.44 122 | 4.17 370 | 8.04 127 | 3.29 99 | 3.03 128 | 2.20 50 | 1.88 95 | 1.45 73 | 10.41 253 | 1.80 156 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.31 313 | 0.10 164 |
| 1: 1. 1 |
| DEFOM-Stereo |  | 2.21 69 | 0.88 88 | 3.63 53 | 3.42 144 | 0.89 157 | 13.14 420 | 0.83 96 | 4.68 12 | 1.96 40 | 2.72 115 | 1.66 42 | 0.59 33 | 0.54 27 | 8.53 176 | 0.68 28 | 0.00 1 | 0.01 34 | 0.00 1 | 0.00 1 | 0.02 9 | 0.02 15 |
|
| SMoEStereo_RVC |  | 2.81 118 | 1.07 144 | 5.08 143 | 3.86 194 | 0.60 97 | 6.39 286 | 1.91 248 | 7.82 119 | 3.79 112 | 3.87 156 | 3.69 85 | 2.78 131 | 2.25 108 | 10.60 260 | 1.99 178 | 0.00 1 | 0.02 89 | 0.03 282 | 0.00 1 | 0.25 259 | 0.17 253 |
|
| 999 |  | 3.44 168 | 0.92 105 | 4.78 121 | 4.69 259 | 2.34 323 | 7.58 323 | 2.20 270 | 9.81 181 | 6.11 179 | 2.96 124 | 4.79 130 | 5.07 188 | 2.27 113 | 12.10 352 | 2.76 237 | 0.03 252 | 0.09 307 | 0.00 1 | 0.00 1 | 0.29 292 | 0.10 164 |
|
| mms |  | 2.86 120 | 1.38 240 | 5.26 154 | 3.68 176 | 1.84 276 | 4.23 108 | 4.01 364 | 8.01 124 | 4.29 122 | 2.43 100 | 5.53 163 | 3.05 135 | 1.35 69 | 9.22 213 | 2.06 186 | 0.00 1 | 0.06 224 | 0.00 1 | 0.00 1 | 0.36 343 | 0.44 398 |
|
| ours_stereo |  | 2.91 126 | 1.34 229 | 5.14 147 | 3.67 174 | 1.49 236 | 3.87 91 | 2.80 316 | 8.10 130 | 6.28 183 | 2.15 87 | 5.66 165 | 3.98 160 | 1.84 95 | 9.38 220 | 1.77 154 | 0.00 1 | 0.02 89 | 0.00 1 | 0.00 1 | 0.32 323 | 0.34 366 |
|
| fffy |  | 3.28 162 | 1.20 181 | 5.94 207 | 3.67 174 | 0.85 151 | 4.84 165 | 1.75 217 | 10.18 189 | 6.44 185 | 2.60 106 | 6.15 171 | 6.33 222 | 3.16 142 | 10.08 244 | 1.62 142 | 0.00 1 | 0.12 361 | 0.00 1 | 0.00 1 | 0.30 301 | 0.33 362 |
|
| tg |  | 5.09 239 | 1.48 269 | 6.73 239 | 4.83 268 | 1.23 202 | 7.57 322 | 0.49 64 | 18.35 353 | 11.87 280 | 9.28 259 | 14.61 284 | 7.15 243 | 4.12 181 | 10.58 257 | 2.74 236 | 0.00 1 | 0.04 149 | 0.00 1 | 0.00 1 | 0.45 378 | 0.36 375 |
|
| rvit_0105_6 |  | 5.74 282 | 2.76 479 | 14.29 505 | 9.83 540 | 1.73 264 | 5.18 195 | 5.24 400 | 10.21 191 | 20.31 397 | 6.26 219 | 6.78 179 | 10.10 293 | 6.43 303 | 11.20 301 | 3.33 276 | 0.18 375 | 0.29 495 | 0.00 1 | 0.00 1 | 0.51 410 | 0.14 216 |
|
| rvit_stereo_0081_aga |  | 3.72 192 | 2.39 461 | 8.60 342 | 5.27 320 | 2.99 368 | 5.02 181 | 1.94 253 | 8.12 132 | 6.24 181 | 6.74 223 | 6.85 184 | 5.85 210 | 3.28 149 | 7.31 138 | 3.04 258 | 0.02 214 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 437 | 0.22 301 |
|
| WCG-NET |  | 3.86 198 | 0.96 114 | 5.80 202 | 2.92 103 | 0.28 18 | 4.48 124 | 1.80 231 | 7.23 99 | 15.03 327 | 8.77 254 | 9.58 220 | 6.94 240 | 4.20 186 | 6.92 127 | 2.05 184 | 0.00 1 | 0.08 288 | 0.00 1 | 0.00 1 | 0.14 189 | 0.08 146 |
|
| IGEV-Stereo++ |  | 2.20 67 | 0.79 55 | 3.67 58 | 3.72 180 | 3.17 371 | 3.39 71 | 0.10 20 | 8.37 144 | 3.77 111 | 2.11 86 | 4.25 101 | 2.01 101 | 4.78 232 | 2.96 29 | 0.59 17 | 0.01 137 | 0.02 89 | 0.08 357 | 0.00 1 | 0.06 85 | 0.05 101 |
|
| RAStereo |  | 2.32 80 | 1.08 147 | 6.36 227 | 3.73 181 | 1.39 228 | 1.81 16 | 0.12 25 | 7.70 115 | 7.44 217 | 2.27 93 | 3.94 94 | 3.43 143 | 0.81 44 | 3.55 46 | 2.47 220 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 292 | 0.07 131 |
|
| rvit_stereo_0080 |  | 3.98 203 | 2.11 439 | 7.62 286 | 3.68 176 | 1.90 289 | 4.16 101 | 7.60 488 | 9.69 176 | 8.13 230 | 5.08 198 | 7.39 192 | 6.27 220 | 4.44 199 | 6.73 121 | 3.92 305 | 0.20 387 | 0.01 34 | 0.00 1 | 0.00 1 | 0.55 423 | 0.12 191 |
|
| rvit_stereo_ft |  | 4.73 231 | 2.68 478 | 9.30 382 | 11.34 581 | 2.74 351 | 4.18 105 | 8.45 498 | 9.77 180 | 9.90 262 | 4.04 164 | 6.26 173 | 6.73 231 | 4.72 227 | 8.99 205 | 5.03 348 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 284 | 0.09 152 |
|
| RAFT-Stereo-weight |  | 5.07 237 | 0.93 108 | 5.57 187 | 4.24 220 | 0.72 131 | 6.05 270 | 1.63 185 | 17.77 341 | 17.16 358 | 10.99 279 | 10.22 234 | 12.06 329 | 1.67 85 | 9.25 215 | 2.69 233 | 0.06 318 | 0.11 348 | 0.00 1 | 0.00 1 | 0.15 197 | 0.12 191 |
|
| CAS++ |  | 4.07 210 | 1.67 343 | 6.02 212 | 4.17 211 | 1.02 168 | 4.26 110 | 1.68 192 | 19.10 370 | 10.01 263 | 9.18 257 | 9.17 214 | 1.98 98 | 1.41 72 | 9.54 223 | 1.73 151 | 0.02 214 | 0.05 187 | 0.00 1 | 0.00 1 | 0.32 323 | 0.11 181 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| MGS-Stereo |  | 3.26 159 | 1.29 210 | 6.73 239 | 3.30 136 | 0.47 67 | 4.89 168 | 1.55 170 | 6.15 60 | 8.88 250 | 4.31 170 | 10.15 231 | 5.48 202 | 1.27 64 | 8.09 165 | 1.97 175 | 0.04 273 | 0.01 34 | 0.02 261 | 0.00 1 | 0.57 431 | 0.04 73 |
|
| Former-RAFT_DAM_RVC |  | 4.69 228 | 2.56 472 | 8.72 347 | 4.26 226 | 3.52 391 | 9.22 347 | 1.48 152 | 13.54 261 | 18.88 385 | 7.47 238 | 7.08 188 | 2.04 103 | 2.24 107 | 9.66 227 | 2.27 207 | 0.05 298 | 0.02 89 | 0.07 346 | 0.00 1 | 0.53 417 | 0.21 293 |
|
| whm_eth |  | 3.98 203 | 2.11 439 | 7.62 286 | 3.68 176 | 1.90 289 | 4.16 101 | 7.60 488 | 9.69 176 | 8.13 230 | 5.08 198 | 7.39 192 | 6.27 220 | 4.44 199 | 6.73 121 | 3.92 305 | 0.20 387 | 0.01 34 | 0.00 1 | 0.00 1 | 0.55 423 | 0.12 191 |
|
| MaDis-Stereo |  | 2.73 110 | 1.56 305 | 6.21 224 | 2.96 110 | 2.45 329 | 1.80 14 | 0.28 49 | 7.43 103 | 5.07 149 | 2.57 104 | 3.43 77 | 7.13 242 | 4.71 225 | 5.74 96 | 2.91 247 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.15 197 | 0.12 191 |
|
| GCAP-Stereo |  | 3.72 192 | 1.60 319 | 7.39 278 | 4.24 220 | 0.37 41 | 5.78 245 | 1.12 119 | 12.28 226 | 6.53 188 | 8.35 244 | 9.69 221 | 6.62 229 | 3.57 162 | 4.58 77 | 1.91 167 | 0.00 1 | 0.07 253 | 0.05 315 | 0.00 1 | 0.25 259 | 0.04 73 |
|
| Any-RAFT |  | 6.04 298 | 1.16 170 | 4.52 112 | 4.47 245 | 1.20 198 | 10.46 361 | 1.97 257 | 21.84 407 | 15.52 340 | 11.21 281 | 19.37 340 | 13.34 352 | 4.72 227 | 8.65 185 | 2.03 183 | 0.01 137 | 0.19 432 | 0.00 1 | 0.00 1 | 0.04 64 | 0.08 146 |
|
| HH |  | 5.47 257 | 2.08 435 | 9.00 362 | 4.88 275 | 1.07 177 | 4.93 172 | 3.60 354 | 16.68 326 | 6.83 194 | 8.39 247 | 12.14 266 | 15.05 381 | 9.06 368 | 12.68 379 | 1.93 170 | 0.02 214 | 0.17 417 | 0.18 443 | 0.00 1 | 0.28 284 | 0.48 409 |
|
| HanStereo |  | 5.47 257 | 2.08 435 | 9.00 362 | 4.88 275 | 1.07 177 | 4.93 172 | 3.60 354 | 16.68 326 | 6.83 194 | 8.39 247 | 12.14 266 | 15.05 381 | 9.06 368 | 12.68 379 | 1.93 170 | 0.02 214 | 0.17 417 | 0.18 443 | 0.00 1 | 0.28 284 | 0.48 409 |
|
| LoS_RVC |  | 3.72 192 | 2.57 473 | 3.90 73 | 4.27 227 | 7.61 583 | 5.39 209 | 2.90 321 | 7.29 102 | 3.84 113 | 3.67 148 | 10.20 232 | 3.66 154 | 4.48 203 | 6.19 107 | 2.14 198 | 0.01 137 | 0.03 128 | 0.00 1 | 0.00 1 | 0.06 85 | 6.15 610 |
|
| LoS |  | 3.59 181 | 1.07 144 | 3.81 66 | 2.80 87 | 0.52 81 | 4.98 176 | 1.18 123 | 10.35 195 | 12.97 301 | 4.54 179 | 10.75 247 | 3.89 159 | 3.27 147 | 8.78 191 | 2.63 231 | 0.03 252 | 0.03 128 | 0.09 369 | 0.00 1 | 0.12 174 | 0.04 73 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| CES |  | 3.85 197 | 1.14 165 | 2.91 17 | 3.05 117 | 11.37 623 | 5.37 208 | 1.02 113 | 9.52 172 | 8.82 247 | 3.50 143 | 9.21 216 | 1.78 85 | 0.90 49 | 6.53 112 | 2.37 212 | 0.02 214 | 0.04 149 | 0.01 236 | 0.00 1 | 1.62 527 | 7.74 631 |
|
| EGLCR-Stereo |  | 2.92 128 | 1.06 137 | 5.28 156 | 3.38 142 | 0.55 85 | 4.59 135 | 0.66 77 | 10.43 196 | 4.81 136 | 3.30 134 | 3.23 69 | 7.93 259 | 1.71 86 | 9.22 213 | 1.62 142 | 0.05 298 | 0.12 361 | 0.00 1 | 0.00 1 | 0.23 248 | 0.16 244 |
|
| knoymous |  | 6.19 303 | 1.49 275 | 4.49 110 | 3.81 188 | 1.87 284 | 5.84 249 | 5.76 419 | 14.51 280 | 14.18 318 | 13.31 324 | 21.59 383 | 12.64 333 | 6.49 306 | 12.41 367 | 4.03 315 | 0.12 351 | 0.13 377 | 0.12 405 | 0.00 1 | 0.71 462 | 0.35 371 |
|
| RCA-Stereo |  | 5.32 252 | 1.08 147 | 5.91 205 | 4.29 234 | 0.51 77 | 5.65 228 | 4.12 368 | 16.97 329 | 18.67 383 | 8.27 243 | 14.16 281 | 8.86 272 | 8.90 365 | 6.45 110 | 2.18 200 | 0.00 1 | 0.07 253 | 0.10 388 | 0.00 1 | 0.10 159 | 0.07 131 |
|
| CroCo-Stereo Lap2 |  | 4.01 206 | 2.03 429 | 8.14 315 | 9.82 538 | 6.03 540 | 1.11 4 | 0.79 93 | 9.71 178 | 7.98 226 | 3.26 133 | 4.99 137 | 9.08 276 | 5.80 273 | 6.08 103 | 4.39 325 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.71 462 | 0.30 348 |
|
| DCANet-4 |  | 6.41 308 | 1.02 127 | 9.66 400 | 3.41 143 | 0.68 111 | 4.73 150 | 1.70 196 | 17.70 339 | 24.33 453 | 15.10 358 | 20.25 355 | 6.45 226 | 8.65 358 | 8.47 174 | 5.31 358 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 136 | 0.63 439 |
|
| fff |  | 6.83 333 | 1.55 296 | 7.28 270 | 3.56 161 | 0.32 25 | 4.73 150 | 1.70 196 | 15.75 308 | 31.87 522 | 15.11 359 | 20.25 355 | 6.90 237 | 12.80 453 | 8.63 182 | 5.33 359 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 136 | 0.63 439 |
|
| ADStereo(finetuned) |  | 6.68 320 | 1.59 315 | 9.70 406 | 3.49 154 | 0.68 111 | 4.79 164 | 1.75 217 | 15.33 297 | 23.64 439 | 15.56 374 | 20.68 363 | 7.30 248 | 13.85 474 | 8.71 188 | 5.17 353 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.25 259 | 1.05 499 |
|
| Wz-Net-LNSev-Ref |  | 15.26 548 | 3.68 513 | 27.36 590 | 7.11 454 | 5.83 535 | 24.88 571 | 12.12 565 | 30.19 511 | 36.12 564 | 27.08 569 | 45.98 623 | 29.10 541 | 13.65 467 | 20.45 550 | 20.26 556 | 0.67 515 | 0.00 1 | 0.10 388 | 0.00 1 | 0.32 323 | 0.26 329 |
|
| NINENet |  | 10.74 476 | 2.29 456 | 10.44 431 | 8.03 490 | 5.09 486 | 17.62 518 | 2.79 314 | 38.69 613 | 33.24 540 | 18.35 447 | 26.31 437 | 14.49 370 | 9.40 378 | 15.88 470 | 10.57 471 | 0.41 466 | 0.21 446 | 0.29 487 | 0.00 1 | 0.42 371 | 0.23 311 |
|
| CSP-Net |  | 12.85 521 | 2.95 490 | 9.64 399 | 5.94 373 | 3.96 414 | 25.85 579 | 9.93 521 | 28.81 492 | 26.00 471 | 29.31 586 | 32.44 528 | 30.00 551 | 15.16 507 | 20.25 543 | 14.30 510 | 0.55 496 | 0.19 432 | 0.03 282 | 0.00 1 | 0.65 452 | 0.98 493 |
|
| GLC_STEREO |  | 3.40 166 | 1.06 137 | 3.44 45 | 6.52 417 | 0.20 5 | 4.76 158 | 1.66 190 | 8.97 160 | 6.59 189 | 5.39 204 | 9.04 210 | 5.23 195 | 2.03 99 | 9.76 232 | 2.77 238 | 0.01 137 | 0.03 128 | 0.21 459 | 0.00 1 | 0.23 248 | 0.06 115 |
|
| GMOStereo |  | 5.97 291 | 1.55 296 | 7.18 263 | 5.17 304 | 0.71 122 | 5.54 218 | 2.21 271 | 10.54 199 | 12.86 296 | 18.29 443 | 22.01 387 | 17.06 411 | 6.27 294 | 6.62 116 | 2.43 214 | 0.00 1 | 0.23 464 | 0.12 405 | 0.00 1 | 0.46 382 | 0.10 164 |
|
| error version |  | 5.97 291 | 1.55 296 | 7.18 263 | 5.17 304 | 0.71 122 | 5.54 218 | 2.21 271 | 10.54 199 | 12.86 296 | 18.29 443 | 22.01 387 | 17.06 411 | 6.27 294 | 6.62 116 | 2.43 214 | 0.00 1 | 0.23 464 | 0.12 405 | 0.00 1 | 0.46 382 | 0.10 164 |
|
| test-v |  | 5.97 291 | 1.55 296 | 7.18 263 | 5.17 304 | 0.71 122 | 5.54 218 | 2.21 271 | 10.54 199 | 12.86 296 | 18.29 443 | 22.01 387 | 17.06 411 | 6.27 294 | 6.62 116 | 2.43 214 | 0.00 1 | 0.23 464 | 0.12 405 | 0.00 1 | 0.46 382 | 0.10 164 |
|
| Patchmatch Stereo++ |  | 5.56 272 | 1.74 358 | 9.01 364 | 5.09 291 | 0.41 51 | 5.66 233 | 2.40 292 | 12.52 234 | 7.00 200 | 12.52 296 | 18.08 320 | 13.02 343 | 6.74 316 | 11.59 321 | 4.01 313 | 0.78 531 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.22 301 |
| 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 |
| IIG-Stereo |  | 7.41 357 | 2.13 444 | 8.55 339 | 10.02 546 | 1.76 268 | 6.82 304 | 1.53 166 | 17.17 333 | 15.84 347 | 18.74 456 | 20.30 359 | 18.01 436 | 8.39 355 | 12.89 390 | 5.22 354 | 0.27 425 | 0.03 128 | 0.03 282 | 0.00 1 | 0.16 205 | 0.30 348 |
|
| NRIStereo |  | 5.73 280 | 1.67 343 | 8.42 330 | 5.72 353 | 0.41 51 | 6.71 299 | 2.60 304 | 14.73 286 | 10.71 271 | 12.39 293 | 15.07 290 | 11.58 313 | 6.23 292 | 12.06 347 | 4.78 336 | 0.61 507 | 0.17 417 | 0.11 401 | 0.00 1 | 0.28 284 | 0.27 335 |
|
| PSM-adaLoss |  | 5.50 263 | 1.74 358 | 9.03 368 | 5.09 291 | 0.42 56 | 5.66 233 | 1.98 258 | 12.50 231 | 7.01 205 | 12.52 296 | 18.13 325 | 12.96 339 | 6.77 321 | 11.11 290 | 3.83 300 | 0.72 521 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.22 301 |
|
| ROB_FTStereo_v2 |  | 5.53 264 | 1.74 358 | 8.97 361 | 5.09 291 | 0.42 56 | 5.64 227 | 2.02 261 | 12.50 231 | 7.00 200 | 12.51 295 | 18.10 322 | 12.99 340 | 6.72 314 | 11.50 313 | 4.04 316 | 0.70 517 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.23 311 |
|
| ROB_FTStereo |  | 5.49 262 | 1.74 358 | 8.96 359 | 5.09 291 | 0.42 56 | 5.65 228 | 1.68 192 | 12.53 237 | 7.00 200 | 12.53 302 | 18.00 319 | 13.02 343 | 6.74 316 | 11.51 314 | 3.81 299 | 0.60 503 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.22 301 |
|
| HUI-Stereo |  | 5.48 260 | 1.74 358 | 9.01 364 | 5.08 290 | 0.42 56 | 5.65 228 | 2.77 313 | 12.55 238 | 7.03 207 | 12.54 304 | 18.10 322 | 13.07 347 | 6.71 313 | 9.92 238 | 3.74 293 | 0.61 507 | 0.08 288 | 0.09 369 | 0.00 1 | 0.22 233 | 0.23 311 |
|
| SST-Stereo |  | 6.60 317 | 1.46 262 | 8.37 325 | 6.68 430 | 0.77 139 | 6.01 265 | 1.93 251 | 14.68 285 | 9.24 253 | 19.09 461 | 20.43 360 | 16.86 409 | 8.59 357 | 13.49 414 | 3.80 298 | 0.22 398 | 0.05 187 | 0.13 417 | 0.00 1 | 0.08 126 | 0.05 101 |
|
| RAFT_R40 |  | 6.91 337 | 1.53 288 | 8.45 333 | 6.79 438 | 0.77 139 | 5.86 253 | 3.82 359 | 14.85 288 | 14.53 323 | 18.05 437 | 20.03 352 | 17.06 411 | 8.69 359 | 13.40 411 | 3.84 302 | 0.14 357 | 0.02 89 | 0.14 422 | 0.00 1 | 0.09 136 | 0.05 101 |
|
| DeepStereo_RVC |  | 5.65 278 | 1.65 338 | 9.06 370 | 5.21 315 | 0.56 87 | 5.55 222 | 1.84 239 | 12.16 224 | 7.22 210 | 13.94 333 | 14.96 289 | 12.58 332 | 10.27 394 | 11.25 303 | 5.81 371 | 0.39 461 | 0.10 327 | 0.11 401 | 0.00 1 | 0.18 218 | 0.22 301 |
|
| iGMRVC |  | 5.54 267 | 1.74 358 | 9.01 364 | 5.09 291 | 0.42 56 | 5.66 233 | 1.81 235 | 12.61 241 | 7.02 206 | 12.52 296 | 18.11 324 | 13.02 343 | 6.64 310 | 11.57 318 | 4.16 317 | 0.82 540 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.21 293 |
|
| iRAFT |  | 5.56 272 | 1.74 358 | 9.01 364 | 5.09 291 | 0.41 51 | 5.66 233 | 2.40 292 | 12.52 234 | 7.00 200 | 12.52 296 | 18.08 320 | 13.02 343 | 6.74 316 | 11.59 321 | 4.01 313 | 0.78 531 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.22 301 |
|
| CRE-IMP |  | 5.53 264 | 1.63 335 | 9.62 395 | 5.65 342 | 0.48 72 | 7.02 309 | 1.70 196 | 11.84 218 | 8.33 237 | 12.99 317 | 16.02 301 | 11.08 306 | 6.23 292 | 12.06 347 | 5.06 349 | 0.28 429 | 0.07 253 | 0.09 369 | 0.00 1 | 0.24 254 | 0.21 293 |
|
| CroCo-Stereo |   | 3.27 161 | 1.90 396 | 7.18 263 | 8.50 503 | 1.11 182 | 0.96 3 | 0.97 109 | 10.18 189 | 8.20 233 | 3.59 145 | 4.69 122 | 8.02 263 | 4.53 209 | 2.75 24 | 2.34 210 | 0.01 137 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 313 | 0.11 181 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| test-2 |  | 5.97 291 | 1.55 296 | 7.18 263 | 5.17 304 | 0.71 122 | 5.54 218 | 2.21 271 | 10.54 199 | 12.86 296 | 18.29 443 | 22.01 387 | 17.06 411 | 6.27 294 | 6.62 116 | 2.43 214 | 0.00 1 | 0.23 464 | 0.12 405 | 0.00 1 | 0.46 382 | 0.10 164 |
|
| RAFT-IKP |  | 5.53 264 | 1.74 358 | 8.95 356 | 5.09 291 | 0.41 51 | 5.45 212 | 2.08 266 | 12.52 234 | 7.00 200 | 12.52 296 | 18.13 325 | 12.93 338 | 6.79 322 | 11.59 321 | 3.99 311 | 0.80 537 | 0.09 307 | 0.09 369 | 0.00 1 | 0.22 233 | 0.22 301 |
|
| iRaftStereo_RVC |  | 4.68 226 | 1.51 282 | 6.89 252 | 4.91 278 | 0.72 131 | 5.26 201 | 0.46 62 | 17.60 337 | 10.47 267 | 9.53 261 | 15.13 291 | 5.75 206 | 3.24 146 | 8.93 201 | 2.22 204 | 0.00 1 | 0.09 307 | 0.00 1 | 0.00 1 | 0.46 382 | 0.41 389 |
|
| s12784h |  | 5.87 286 | 0.88 88 | 4.11 93 | 3.01 114 | 0.51 77 | 18.49 525 | 0.98 111 | 18.89 366 | 17.60 368 | 12.52 296 | 12.46 270 | 7.87 258 | 5.01 241 | 11.05 286 | 3.13 267 | 0.73 525 | 0.01 34 | 0.04 304 | 0.00 1 | 0.07 109 | 0.01 4 |
|
| TestStereo |  | 6.02 296 | 2.55 471 | 7.33 275 | 5.57 338 | 1.68 261 | 6.05 270 | 1.78 228 | 13.73 269 | 16.40 353 | 10.87 278 | 23.79 408 | 9.00 274 | 5.63 267 | 11.26 304 | 3.96 308 | 0.09 335 | 0.01 34 | 0.00 1 | 0.00 1 | 0.69 457 | 0.01 4 |
|
| raft+_RVC |  | 6.69 322 | 1.61 324 | 5.57 187 | 6.37 407 | 4.62 464 | 6.51 291 | 6.18 438 | 20.39 391 | 23.38 435 | 10.62 276 | 17.82 317 | 9.89 288 | 5.65 268 | 10.70 265 | 3.67 290 | 0.00 1 | 0.14 394 | 0.00 1 | 0.00 1 | 0.34 337 | 0.27 335 |
|
| XX-TBD |  | 4.45 218 | 10.67 603 | 3.01 21 | 10.28 555 | 0.57 89 | 5.84 249 | 0.07 12 | 7.57 110 | 12.24 289 | 11.43 282 | 14.74 287 | 4.07 162 | 1.66 84 | 4.51 76 | 2.05 184 | 0.01 137 | 0.01 34 | 0.00 1 | 0.00 1 | 0.26 270 | 0.01 4 |
|
| raftrobust |  | 5.56 272 | 1.42 249 | 6.00 210 | 7.04 449 | 5.11 489 | 4.90 171 | 1.88 243 | 17.13 332 | 13.72 313 | 11.87 284 | 11.58 259 | 7.82 256 | 9.21 371 | 10.28 248 | 2.92 248 | 0.02 214 | 0.05 187 | 0.00 1 | 0.00 1 | 0.22 233 | 0.11 181 |
|
| RALCasStereoNet |  | 5.95 290 | 2.02 426 | 7.09 262 | 7.06 450 | 5.10 488 | 6.36 284 | 5.44 411 | 13.97 276 | 13.25 307 | 9.93 264 | 17.45 313 | 10.37 296 | 3.89 172 | 11.64 326 | 4.24 321 | 0.02 214 | 0.46 538 | 0.10 388 | 0.00 1 | 0.20 226 | 0.31 356 |
|
| DCANet |  | 6.46 312 | 1.59 315 | 7.28 270 | 3.51 158 | 0.68 111 | 4.77 163 | 1.75 217 | 15.33 297 | 23.62 438 | 15.55 373 | 20.73 368 | 7.31 249 | 11.56 426 | 8.83 197 | 5.26 356 | 0.00 1 | 0.05 187 | 0.00 1 | 0.00 1 | 0.26 270 | 1.11 504 |
|
| csc |  | 6.83 333 | 1.55 296 | 7.28 270 | 3.56 161 | 0.32 25 | 4.73 150 | 1.70 196 | 15.75 308 | 31.87 522 | 15.11 359 | 20.25 355 | 6.90 237 | 12.80 453 | 8.63 182 | 5.33 359 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 136 | 0.63 439 |
|
| cscssc |  | 6.83 333 | 1.55 296 | 7.28 270 | 3.56 161 | 0.32 25 | 4.73 150 | 1.70 196 | 15.75 308 | 31.87 522 | 15.11 359 | 20.25 355 | 6.90 237 | 12.80 453 | 8.63 182 | 5.33 359 | 0.01 137 | 0.04 149 | 0.00 1 | 0.00 1 | 0.09 136 | 0.63 439 |
|
| 111 |  | 7.26 354 | 1.65 338 | 7.28 270 | 3.56 161 | 0.32 25 | 10.76 369 | 3.53 348 | 20.55 393 | 27.51 486 | 10.07 266 | 16.62 307 | 14.30 367 | 9.53 381 | 12.02 339 | 5.87 372 | 0.14 357 | 0.01 34 | 0.00 1 | 0.00 1 | 0.31 313 | 1.14 508 |
|
| ARAFT |  | 8.50 395 | 3.19 500 | 16.58 534 | 5.52 337 | 0.91 160 | 12.13 402 | 11.20 550 | 17.19 334 | 18.28 379 | 18.40 450 | 16.33 305 | 17.10 417 | 8.58 356 | 18.56 513 | 5.00 347 | 0.11 346 | 0.04 149 | 0.00 1 | 0.00 1 | 0.55 423 | 0.25 325 |
|
| RAFT-Stereo + iAFF |  | 5.48 260 | 1.66 342 | 7.56 282 | 3.49 154 | 0.40 48 | 2.75 41 | 0.67 78 | 16.07 317 | 14.76 325 | 12.27 289 | 18.67 333 | 11.95 324 | 8.08 350 | 7.84 155 | 2.89 244 | 0.01 137 | 0.06 224 | 0.00 1 | 0.00 1 | 0.37 350 | 0.04 73 |
|
| AFF-stereo |  | 6.17 302 | 1.61 324 | 7.02 259 | 4.08 203 | 0.64 104 | 3.53 80 | 0.76 89 | 16.00 316 | 13.14 303 | 12.86 311 | 25.42 425 | 15.67 390 | 7.86 344 | 11.12 291 | 3.21 272 | 0.02 214 | 0.06 224 | 0.00 1 | 0.00 1 | 0.40 364 | 0.08 146 |
|
| MMNet |  | 12.97 523 | 2.08 435 | 12.74 472 | 6.98 446 | 6.27 551 | 26.39 586 | 4.73 388 | 23.10 424 | 41.79 592 | 25.48 553 | 32.29 527 | 21.09 471 | 17.79 541 | 19.52 528 | 17.90 540 | 0.19 379 | 0.07 253 | 0.10 388 | 0.00 1 | 0.37 350 | 0.59 434 |
|
| CCAANet |  | 8.49 394 | 1.02 127 | 6.27 225 | 4.28 229 | 3.71 400 | 14.83 458 | 7.11 476 | 19.18 371 | 12.24 289 | 10.49 272 | 41.14 595 | 14.52 372 | 12.69 451 | 13.69 423 | 7.65 412 | 0.68 516 | 0.04 149 | 0.02 261 | 0.00 1 | 0.12 174 | 0.06 115 |
|
| DIP-Stereo |  | 6.74 327 | 1.93 406 | 10.02 423 | 4.28 229 | 1.64 255 | 13.54 428 | 1.52 164 | 15.16 293 | 6.63 190 | 14.30 342 | 26.81 444 | 10.90 302 | 5.19 249 | 14.78 447 | 7.56 405 | 0.00 1 | 0.06 224 | 0.05 315 | 0.00 1 | 0.17 215 | 0.17 253 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| R-Stereo Train |  | 7.04 344 | 1.34 229 | 7.89 299 | 6.23 399 | 2.30 319 | 7.51 318 | 5.54 413 | 23.96 429 | 6.94 197 | 16.26 391 | 33.57 545 | 12.04 327 | 5.61 263 | 7.67 147 | 3.74 293 | 0.01 137 | 0.05 187 | 0.01 236 | 0.00 1 | 0.10 159 | 0.12 191 |
|
| RAFT-Stereo |   | 7.04 344 | 1.34 229 | 7.89 299 | 6.23 399 | 2.30 319 | 7.51 318 | 5.54 413 | 23.96 429 | 6.94 197 | 16.26 391 | 33.57 545 | 12.04 327 | 5.61 263 | 7.67 147 | 3.74 293 | 0.01 137 | 0.05 187 | 0.01 236 | 0.00 1 | 0.10 159 | 0.12 191 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| HSM-Net_RVC |   | 10.88 482 | 1.23 189 | 5.46 171 | 5.57 338 | 2.63 343 | 20.12 536 | 6.06 435 | 27.67 478 | 28.35 493 | 20.63 490 | 25.51 426 | 34.01 587 | 14.38 488 | 16.18 481 | 9.29 452 | 0.11 346 | 0.07 253 | 0.01 236 | 0.00 1 | 0.13 183 | 0.14 216 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| AdaStereo |  | 10.22 459 | 3.63 510 | 9.14 377 | 9.15 516 | 3.24 377 | 15.79 479 | 5.39 410 | 31.94 537 | 25.42 463 | 18.39 449 | 26.47 439 | 19.44 456 | 9.50 380 | 16.60 492 | 8.59 439 | 0.44 473 | 0.05 187 | 0.40 505 | 0.00 1 | 0.57 431 | 0.16 244 |
| 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. |
| iResNetv2_ROB |  | 12.00 501 | 2.91 488 | 13.46 486 | 5.82 358 | 3.73 402 | 13.15 421 | 6.45 450 | 34.15 568 | 36.02 562 | 25.25 549 | 33.81 548 | 29.79 549 | 14.24 485 | 13.61 421 | 6.10 378 | 0.21 392 | 0.02 89 | 0.12 405 | 0.00 1 | 0.82 481 | 0.25 325 |
|
| HSM |  | 11.33 486 | 1.80 387 | 7.04 261 | 6.13 394 | 3.99 419 | 16.16 491 | 6.92 470 | 29.69 507 | 19.39 387 | 22.95 523 | 26.05 435 | 41.08 623 | 15.79 516 | 20.25 543 | 8.89 448 | 0.02 214 | 0.03 128 | 0.01 236 | 0.00 1 | 0.15 197 | 0.34 366 |
|
| iResNet_ROB |  | 11.71 494 | 1.96 410 | 10.77 439 | 6.01 381 | 3.68 398 | 15.13 465 | 2.34 283 | 31.72 534 | 37.58 571 | 26.16 560 | 32.77 531 | 25.88 525 | 15.34 511 | 16.35 487 | 7.94 422 | 0.19 379 | 0.01 34 | 0.00 1 | 0.00 1 | 0.31 313 | 0.12 191 |
|
| DN-CSS_ROB |  | 8.17 385 | 2.59 475 | 14.14 499 | 6.11 392 | 3.22 375 | 6.31 282 | 3.53 348 | 22.92 423 | 20.59 400 | 16.66 403 | 30.05 487 | 9.31 278 | 7.95 347 | 13.49 414 | 4.78 336 | 0.72 521 | 0.00 1 | 0.45 508 | 0.00 1 | 0.54 419 | 0.09 152 |
|
| pmcnn |  | 14.59 542 | 3.68 513 | 19.78 565 | 6.83 441 | 4.51 459 | 21.27 544 | 14.67 587 | 27.37 474 | 30.54 510 | 27.09 570 | 40.19 590 | 38.71 609 | 18.53 552 | 17.70 503 | 19.27 546 | 0.84 543 | 0.09 307 | 0.00 1 | 0.00 1 | 0.48 392 | 0.31 356 |
|
| aanet-new-60k |  | 2.64 105 | 1.31 218 | 9.62 395 | 2.69 80 | 0.91 160 | 6.94 307 | 1.66 190 | 6.67 82 | 1.57 21 | 1.53 46 | 3.90 92 | 2.64 127 | 3.38 153 | 8.81 196 | 0.90 63 | 0.00 1 | 0.07 253 | 0.01 236 | 0.01 187 | 0.04 64 | 0.20 282 |
|
| aanet-new-12k |  | 2.30 75 | 0.79 55 | 8.45 333 | 4.28 229 | 0.45 65 | 4.57 132 | 1.75 217 | 8.28 139 | 2.63 64 | 2.70 112 | 1.35 38 | 1.74 81 | 4.57 212 | 3.03 31 | 1.10 96 | 0.01 137 | 0.03 128 | 0.07 346 | 0.01 187 | 0.12 174 | 0.06 115 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 165 | 5.20 546 | 20.75 572 | 3.26 131 | 3.66 397 | 3.19 61 | 1.77 226 | 8.61 151 | 2.83 75 | 2.16 89 | 3.61 84 | 3.75 155 | 3.63 168 | 3.13 35 | 1.41 124 | 0.05 298 | 0.12 361 | 0.00 1 | 0.01 187 | 0.13 183 | 0.22 301 |
|
| WQFJA1++ |  | 2.38 86 | 0.59 9 | 4.21 99 | 2.66 78 | 1.85 279 | 2.47 32 | 0.29 51 | 7.02 92 | 2.10 41 | 3.41 140 | 2.43 52 | 0.68 42 | 1.63 80 | 7.27 134 | 1.00 86 | 0.01 137 | 0.05 187 | 0.01 236 | 0.01 187 | 9.83 627 | 0.09 152 |
|
| NLCSM |  | 4.99 234 | 1.39 242 | 5.75 197 | 5.86 363 | 5.86 537 | 11.21 385 | 3.80 357 | 10.71 205 | 8.54 241 | 8.36 245 | 5.25 146 | 4.57 180 | 6.65 311 | 13.57 418 | 7.59 408 | 0.29 431 | 0.01 34 | 0.00 1 | 0.01 187 | 0.24 254 | 0.13 206 |
|
| MonStereo |  | 1.76 43 | 0.75 40 | 3.64 54 | 2.27 36 | 1.61 250 | 6.04 269 | 0.14 28 | 6.02 51 | 2.88 79 | 1.35 31 | 2.11 46 | 0.30 14 | 0.36 13 | 6.84 125 | 0.83 48 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 187 | 0.02 9 | 0.02 15 |
|
| xyz-stereo |  | 13.23 528 | 0.83 67 | 38.70 618 | 2.53 67 | 0.83 150 | 41.19 646 | 4.82 396 | 13.68 265 | 26.28 474 | 22.98 524 | 37.78 573 | 29.35 545 | 18.53 552 | 18.11 510 | 7.85 419 | 0.22 398 | 0.03 128 | 0.64 528 | 0.01 187 | 0.13 183 | 0.06 115 |
|
| G2L-Stereo |  | 10.09 457 | 1.97 411 | 9.53 391 | 7.09 451 | 4.21 431 | 9.10 345 | 8.53 501 | 29.05 494 | 22.51 427 | 19.28 463 | 25.57 428 | 22.70 487 | 10.67 398 | 15.44 460 | 14.88 516 | 0.25 418 | 0.04 149 | 0.08 357 | 0.01 187 | 0.36 343 | 0.42 392 |
|
| tt45 |  | 3.20 154 | 0.95 109 | 4.36 105 | 3.73 181 | 1.86 281 | 8.19 332 | 2.05 265 | 9.12 165 | 3.36 104 | 5.60 206 | 4.42 109 | 4.61 181 | 2.39 118 | 11.00 284 | 1.96 172 | 0.00 1 | 0.04 149 | 0.00 1 | 0.01 187 | 0.32 323 | 0.10 164 |
|
| rvit_0105_4 |  | 6.69 322 | 2.81 481 | 15.46 518 | 10.22 552 | 1.58 245 | 5.99 260 | 5.81 420 | 13.77 272 | 23.65 440 | 7.16 236 | 9.46 219 | 12.64 333 | 7.78 342 | 12.03 340 | 3.83 300 | 0.19 379 | 0.47 540 | 0.00 1 | 0.01 187 | 0.60 438 | 0.37 376 |
|
| rvit_stereo_0083 |  | 4.53 219 | 1.94 407 | 9.94 414 | 7.12 455 | 1.67 258 | 4.98 176 | 2.80 316 | 8.25 137 | 18.22 378 | 4.76 189 | 7.78 199 | 6.41 224 | 4.87 234 | 7.54 146 | 3.74 293 | 0.11 346 | 0.04 149 | 0.00 1 | 0.01 187 | 0.24 254 | 0.16 244 |
|
| rvit_stereo_0081 |  | 3.93 200 | 1.78 382 | 8.60 342 | 6.26 401 | 1.73 264 | 3.48 75 | 2.36 284 | 7.71 116 | 15.81 345 | 4.41 176 | 5.39 151 | 5.14 191 | 3.94 173 | 7.95 158 | 3.57 281 | 0.01 137 | 0.01 34 | 0.00 1 | 0.01 187 | 0.39 359 | 0.10 164 |
|
| GCAP-BAT |  | 3.64 184 | 1.06 137 | 7.37 277 | 3.46 150 | 3.60 394 | 2.72 39 | 1.55 170 | 8.93 158 | 12.16 286 | 4.62 181 | 6.47 176 | 7.18 245 | 1.80 92 | 9.68 228 | 1.82 160 | 0.04 273 | 0.10 327 | 0.00 1 | 0.01 187 | 0.07 109 | 0.14 216 |
|
| rvit_stereo_0082 |  | 3.93 200 | 1.78 382 | 8.60 342 | 6.26 401 | 1.73 264 | 3.48 75 | 2.36 284 | 7.71 116 | 15.81 345 | 4.41 176 | 5.39 151 | 5.14 191 | 3.94 173 | 7.95 158 | 3.57 281 | 0.01 137 | 0.01 34 | 0.00 1 | 0.01 187 | 0.39 359 | 0.10 164 |
|
| WCG-NET(raft) |  | 4.57 224 | 1.16 170 | 6.01 211 | 2.95 107 | 0.19 4 | 5.09 191 | 2.01 260 | 10.28 192 | 15.34 335 | 8.64 252 | 11.43 257 | 9.63 284 | 5.06 244 | 10.96 282 | 2.19 201 | 0.00 1 | 0.13 377 | 0.00 1 | 0.01 187 | 0.14 189 | 0.12 191 |
|
| trnet |  | 3.62 183 | 0.95 109 | 3.30 36 | 2.21 30 | 0.56 87 | 5.67 238 | 0.42 57 | 10.62 204 | 13.30 309 | 6.89 227 | 10.45 239 | 5.78 207 | 3.69 169 | 5.80 97 | 2.61 227 | 0.00 1 | 0.02 89 | 0.03 282 | 0.01 187 | 0.04 64 | 0.02 15 |
|
| qqq1 |  | 9.96 450 | 1.37 235 | 13.37 482 | 4.41 240 | 1.30 207 | 14.40 449 | 3.29 333 | 30.25 512 | 29.81 502 | 19.55 466 | 29.37 470 | 18.06 437 | 14.40 489 | 15.42 456 | 3.18 269 | 0.38 452 | 0.21 446 | 0.00 1 | 0.01 187 | 0.29 292 | 0.18 263 |
|
| fff1 |  | 9.96 450 | 1.37 235 | 13.37 482 | 4.41 240 | 1.30 207 | 14.40 449 | 3.29 333 | 30.25 512 | 29.81 502 | 19.55 466 | 29.37 470 | 18.06 437 | 14.40 489 | 15.42 456 | 3.18 269 | 0.38 452 | 0.21 446 | 0.00 1 | 0.01 187 | 0.29 292 | 0.18 263 |
|
| 11t1 |  | 5.86 285 | 1.10 155 | 7.74 294 | 5.18 309 | 1.44 229 | 13.82 434 | 2.36 284 | 14.92 289 | 7.26 213 | 12.98 316 | 11.10 251 | 11.24 310 | 9.30 373 | 11.59 321 | 6.54 383 | 0.10 341 | 0.16 412 | 0.00 1 | 0.01 187 | 0.18 218 | 0.23 311 |
|
| GMStereo_Zeroshot |   | 10.83 481 | 7.81 581 | 19.95 567 | 9.55 529 | 2.47 331 | 11.83 392 | 1.31 135 | 20.84 394 | 20.52 398 | 22.73 520 | 35.93 560 | 24.76 515 | 5.94 278 | 19.68 529 | 7.04 391 | 0.45 475 | 0.02 89 | 0.25 471 | 0.01 187 | 5.38 603 | 0.19 277 |
|
| plain |  | 4.15 211 | 1.67 343 | 9.97 416 | 4.86 273 | 2.97 367 | 3.27 66 | 1.41 146 | 8.20 134 | 5.51 166 | 3.37 137 | 16.69 308 | 3.03 134 | 2.71 129 | 14.44 439 | 3.91 304 | 0.14 357 | 0.00 1 | 0.03 282 | 0.01 187 | 0.69 457 | 0.14 216 |
|
| UniTT-Stereo |  | 2.89 122 | 0.90 102 | 6.74 241 | 4.08 203 | 2.42 327 | 2.63 36 | 0.42 57 | 5.57 32 | 4.88 139 | 5.36 203 | 7.63 196 | 1.09 54 | 1.47 75 | 8.80 195 | 5.11 350 | 0.03 252 | 0.07 253 | 0.00 1 | 0.01 187 | 0.48 392 | 0.11 181 |
|
| MIM_Stereo |  | 7.02 343 | 1.55 296 | 10.78 440 | 4.17 211 | 0.58 90 | 5.25 200 | 1.32 138 | 19.03 367 | 12.59 295 | 16.74 407 | 28.83 466 | 13.20 349 | 5.53 260 | 12.89 390 | 7.11 393 | 0.00 1 | 0.23 464 | 0.00 1 | 0.01 187 | 0.38 356 | 0.28 340 |
|
| GCAPDPT-zeroshot |  | 3.64 184 | 1.06 137 | 7.35 276 | 3.46 150 | 3.60 394 | 2.72 39 | 1.55 170 | 8.93 158 | 12.16 286 | 4.62 181 | 6.47 176 | 7.18 245 | 1.80 92 | 9.68 228 | 1.81 158 | 0.04 273 | 0.10 327 | 0.00 1 | 0.01 187 | 0.07 109 | 0.14 216 |
|
| 4D-IteraStereo |  | 5.15 241 | 1.47 264 | 7.98 305 | 4.89 277 | 4.69 467 | 6.25 276 | 1.85 240 | 13.23 253 | 16.30 349 | 14.18 337 | 11.26 253 | 8.33 266 | 1.61 78 | 8.07 162 | 2.42 213 | 0.00 1 | 0.05 187 | 0.08 357 | 0.01 187 | 0.19 222 | 0.15 236 |
|
| CASS |  | 8.15 384 | 1.67 343 | 7.68 290 | 8.25 498 | 1.52 239 | 14.39 446 | 2.72 310 | 22.65 419 | 17.23 360 | 15.42 369 | 22.68 399 | 13.47 358 | 11.87 432 | 12.44 368 | 6.07 377 | 0.96 553 | 0.05 187 | 0.12 405 | 0.01 187 | 0.71 462 | 3.14 578 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| ProNet |  | 3.61 182 | 1.91 399 | 6.17 218 | 3.31 138 | 0.67 110 | 5.51 215 | 6.46 451 | 12.60 240 | 6.23 180 | 3.18 132 | 4.80 131 | 3.64 153 | 3.57 162 | 11.15 297 | 2.11 194 | 0.02 214 | 0.21 446 | 0.01 236 | 0.01 187 | 0.41 367 | 0.14 216 |
|
| DAS |  | 10.80 480 | 2.03 429 | 13.96 495 | 9.01 512 | 6.23 547 | 14.67 455 | 7.38 483 | 21.59 403 | 32.58 535 | 18.67 454 | 28.13 457 | 19.20 453 | 17.08 533 | 16.54 491 | 7.31 396 | 0.58 498 | 0.01 34 | 0.29 487 | 0.01 187 | 0.47 389 | 0.20 282 |
|
| SepStereo |  | 11.34 487 | 2.03 429 | 13.96 495 | 9.01 512 | 6.23 547 | 14.67 455 | 7.38 483 | 21.59 403 | 32.58 535 | 18.67 454 | 28.13 457 | 19.20 453 | 17.08 533 | 27.36 591 | 7.31 396 | 0.58 498 | 0.01 34 | 0.29 487 | 0.01 187 | 0.47 389 | 0.20 282 |
|
| GwcNet-ADL |  | 8.48 393 | 1.70 351 | 9.38 386 | 7.10 453 | 2.78 354 | 6.74 302 | 6.57 458 | 30.15 510 | 26.01 472 | 15.15 364 | 17.77 316 | 13.93 363 | 6.96 325 | 12.96 395 | 9.91 459 | 0.48 483 | 0.72 571 | 0.01 236 | 0.01 187 | 0.51 410 | 0.84 474 |
|
| AAGNet |  | 7.94 376 | 1.48 269 | 9.34 385 | 7.13 456 | 0.70 117 | 5.85 251 | 5.16 398 | 15.40 300 | 14.01 314 | 20.13 481 | 24.03 412 | 15.28 387 | 11.52 422 | 12.05 344 | 15.47 520 | 0.63 512 | 0.06 224 | 0.32 493 | 0.01 187 | 0.12 174 | 0.09 152 |
|
| STrans-v2 |  | 7.98 380 | 1.84 390 | 9.42 388 | 4.84 271 | 1.48 234 | 12.23 403 | 10.05 527 | 19.06 369 | 12.32 291 | 13.63 329 | 26.06 436 | 18.13 441 | 12.35 442 | 12.99 398 | 3.99 311 | 0.01 137 | 0.01 34 | 0.18 443 | 0.01 187 | 0.22 233 | 0.83 472 |
|
| TANstereo |  | 4.70 230 | 1.08 147 | 4.01 81 | 3.53 159 | 0.47 67 | 14.26 443 | 0.15 32 | 8.67 156 | 12.54 293 | 12.50 294 | 18.43 328 | 5.20 193 | 4.54 211 | 5.68 93 | 2.07 187 | 0.00 1 | 0.13 377 | 0.00 1 | 0.01 187 | 0.02 9 | 0.63 439 |
|
| HCRNet |  | 8.80 405 | 1.43 253 | 7.74 294 | 14.41 610 | 5.25 498 | 10.85 374 | 2.56 303 | 26.07 458 | 18.04 376 | 15.48 370 | 25.03 419 | 18.63 445 | 9.93 388 | 13.01 399 | 6.76 386 | 0.04 273 | 0.04 149 | 0.10 388 | 0.01 187 | 0.18 218 | 0.38 379 |
|
| psm_up |  | 13.18 527 | 1.91 399 | 8.81 349 | 9.59 532 | 5.84 536 | 15.17 466 | 11.37 554 | 38.74 614 | 30.81 514 | 20.66 491 | 30.32 490 | 30.00 551 | 23.12 575 | 19.19 523 | 16.02 523 | 0.58 498 | 0.10 327 | 0.17 438 | 0.01 187 | 0.65 452 | 0.55 424 |
|
| UNet |  | 12.64 517 | 2.02 426 | 13.36 481 | 6.85 443 | 7.76 586 | 25.31 578 | 4.74 389 | 34.10 567 | 28.19 491 | 20.03 478 | 31.07 504 | 27.02 535 | 17.36 536 | 20.18 540 | 13.87 505 | 0.06 318 | 0.05 187 | 0.27 476 | 0.01 187 | 0.23 248 | 0.39 382 |
|
| CREStereo |  | 3.58 180 | 1.05 136 | 3.35 39 | 2.17 26 | 0.59 93 | 5.61 225 | 0.40 55 | 10.50 198 | 13.34 311 | 6.93 229 | 10.44 238 | 5.29 198 | 3.47 157 | 5.82 98 | 2.62 230 | 0.01 137 | 0.01 34 | 0.02 261 | 0.01 187 | 0.04 64 | 0.01 4 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| GANet-RSSM |  | 9.48 430 | 1.32 222 | 6.45 230 | 6.72 434 | 5.51 516 | 12.78 415 | 6.03 433 | 26.55 463 | 18.96 386 | 14.92 352 | 27.95 455 | 25.41 521 | 14.69 497 | 13.52 417 | 7.60 409 | 0.10 341 | 0.10 327 | 0.16 436 | 0.01 187 | 0.51 410 | 0.39 382 |
|
| RASNet |  | 11.59 492 | 1.71 352 | 10.36 430 | 6.30 403 | 5.66 523 | 15.48 473 | 6.12 436 | 34.50 575 | 20.86 403 | 16.61 402 | 32.51 529 | 22.04 479 | 23.00 574 | 19.44 526 | 16.15 526 | 0.71 519 | 0.03 128 | 0.05 315 | 0.01 187 | 0.15 197 | 0.13 206 |
|
| SGM-Forest |  | 12.92 522 | 1.87 393 | 6.61 234 | 5.68 346 | 2.05 301 | 23.19 559 | 11.30 552 | 34.24 571 | 30.77 513 | 26.54 563 | 31.99 520 | 29.98 550 | 15.74 515 | 21.17 556 | 13.36 499 | 1.05 560 | 0.33 510 | 0.84 549 | 0.01 187 | 0.71 462 | 0.97 490 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| monster-pro |  | 1.75 41 | 0.74 37 | 3.64 54 | 2.27 36 | 1.62 251 | 5.99 260 | 0.14 28 | 6.02 51 | 2.87 77 | 1.35 31 | 2.11 46 | 0.30 14 | 0.36 13 | 6.78 124 | 0.83 48 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| PointNet |  | 1.43 19 | 0.63 18 | 3.11 28 | 2.08 20 | 0.29 22 | 2.64 37 | 0.19 40 | 5.26 25 | 3.30 100 | 1.94 72 | 0.68 25 | 2.46 119 | 0.28 7 | 4.68 78 | 0.83 48 | 0.01 137 | 0.09 307 | 0.00 1 | 0.02 227 | 0.02 9 | 0.03 46 |
|
| aanet-new-34k |  | 2.22 71 | 1.33 225 | 6.99 257 | 2.55 70 | 0.37 41 | 2.69 38 | 1.58 175 | 8.25 137 | 2.14 42 | 1.11 18 | 5.28 148 | 2.45 118 | 6.42 302 | 2.04 8 | 0.80 41 | 0.00 1 | 0.08 288 | 0.03 282 | 0.02 227 | 0.07 109 | 0.20 282 |
|
| GCAP-Stereo-cres-4k |  | 2.74 112 | 1.02 127 | 5.23 152 | 4.54 249 | 2.61 339 | 9.27 349 | 1.75 217 | 7.23 99 | 3.64 108 | 1.98 76 | 5.02 140 | 2.28 113 | 5.13 246 | 3.57 47 | 1.16 109 | 0.00 1 | 0.13 377 | 0.00 1 | 0.02 227 | 0.05 78 | 0.13 206 |
|
| BLMT-Stereo |  | 0.99 4 | 0.51 2 | 3.10 27 | 2.65 75 | 0.36 39 | 0.56 2 | 0.27 48 | 1.94 2 | 1.86 36 | 1.00 12 | 2.57 55 | 1.18 56 | 0.15 1 | 1.90 4 | 1.49 128 | 0.14 357 | 0.01 34 | 0.00 1 | 0.02 227 | 0.03 43 | 0.03 46 |
|
| Monster-pub-eth3d |  | 1.75 41 | 0.75 40 | 3.64 54 | 2.27 36 | 1.62 251 | 6.02 268 | 0.14 28 | 6.02 51 | 2.87 77 | 1.35 31 | 2.11 46 | 0.30 14 | 0.36 13 | 6.59 114 | 0.83 48 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| xyz-stereo-finetune |  | 5.39 256 | 1.47 264 | 5.53 180 | 2.65 75 | 0.30 23 | 11.94 396 | 3.28 331 | 12.96 246 | 21.28 411 | 8.14 240 | 12.32 269 | 6.19 216 | 3.62 167 | 11.80 334 | 5.98 373 | 0.01 137 | 0.02 89 | 0.00 1 | 0.02 227 | 0.16 205 | 0.04 73 |
|
| G2L-Stereo_test |  | 10.39 464 | 1.61 324 | 7.86 297 | 4.75 264 | 4.34 445 | 11.83 392 | 11.94 563 | 32.49 548 | 22.58 429 | 23.08 526 | 24.40 413 | 21.48 473 | 11.95 434 | 15.64 461 | 13.00 493 | 0.04 273 | 0.06 224 | 0.01 236 | 0.02 227 | 0.32 323 | 0.37 376 |
|
| MonSter |  | 1.74 40 | 0.74 37 | 3.64 54 | 2.27 36 | 1.62 251 | 6.01 265 | 0.13 26 | 6.02 51 | 2.88 79 | 1.35 31 | 2.11 46 | 0.30 14 | 0.36 13 | 6.50 111 | 0.83 48 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 227 | 0.02 9 | 0.02 15 |
|
| test_sample1 |  | 7.66 365 | 1.26 201 | 8.87 350 | 5.04 284 | 2.61 339 | 14.61 454 | 4.58 385 | 20.08 383 | 9.81 259 | 13.83 332 | 21.62 384 | 18.21 442 | 12.26 439 | 11.71 328 | 8.01 425 | 0.11 346 | 0.11 348 | 0.02 261 | 0.02 227 | 0.20 226 | 0.17 253 |
|
| CoDeX |  | 9.24 417 | 1.77 379 | 9.54 392 | 6.08 387 | 3.79 406 | 16.45 500 | 6.76 466 | 26.15 459 | 25.03 459 | 17.18 416 | 25.12 422 | 14.69 376 | 11.68 429 | 12.22 357 | 6.71 385 | 0.30 433 | 0.20 438 | 0.15 429 | 0.02 227 | 0.23 248 | 0.68 450 |
|
| CAS |  | 5.20 243 | 0.78 50 | 3.30 36 | 17.06 624 | 7.59 582 | 8.07 330 | 6.31 441 | 9.46 170 | 9.09 251 | 4.57 180 | 10.67 242 | 1.91 97 | 1.22 62 | 4.18 64 | 2.16 199 | 10.33 643 | 0.02 89 | 0.00 1 | 0.02 227 | 0.44 376 | 6.83 619 |
|
| Wz-Net-LNSev |  | 18.19 580 | 10.57 602 | 41.33 625 | 10.19 550 | 7.94 591 | 24.29 564 | 15.28 597 | 34.15 568 | 43.38 603 | 32.90 608 | 43.72 616 | 31.94 567 | 22.21 571 | 20.81 554 | 22.26 570 | 0.47 481 | 0.22 456 | 0.00 1 | 0.02 227 | 1.22 510 | 0.94 488 |
|
| PSMNet-ADL |  | 9.88 449 | 2.01 424 | 6.80 248 | 9.18 518 | 4.26 434 | 15.11 463 | 3.50 343 | 27.12 471 | 24.42 457 | 14.72 347 | 18.96 336 | 25.32 520 | 13.43 463 | 15.76 465 | 14.04 506 | 0.79 535 | 0.78 577 | 0.00 1 | 0.02 227 | 0.26 270 | 1.18 512 |
|
| OMP-Stereo |  | 6.93 339 | 2.57 473 | 9.03 368 | 10.63 561 | 1.72 263 | 4.89 168 | 1.91 248 | 17.84 343 | 15.56 341 | 16.69 405 | 14.16 281 | 17.70 429 | 7.33 332 | 12.93 393 | 4.83 342 | 0.24 412 | 0.03 128 | 0.06 335 | 0.02 227 | 0.19 222 | 0.39 382 |
|
| RAFT |  | 8.51 396 | 2.16 445 | 8.93 352 | 8.14 493 | 0.81 147 | 12.63 411 | 8.49 500 | 16.34 319 | 15.56 341 | 22.31 514 | 18.99 337 | 19.29 455 | 11.39 420 | 17.57 502 | 6.05 374 | 0.01 137 | 0.19 432 | 0.27 476 | 0.02 227 | 0.64 450 | 0.45 402 |
|
| LMCR-Stereo |   | 10.75 477 | 4.13 526 | 10.67 436 | 13.11 596 | 3.99 419 | 16.68 505 | 5.91 422 | 25.30 445 | 22.69 430 | 22.04 513 | 21.80 386 | 14.67 375 | 14.24 485 | 20.55 552 | 15.86 522 | 1.90 583 | 0.04 149 | 0.00 1 | 0.02 227 | 1.29 515 | 0.18 263 |
|
| xxxx |  | 11.74 497 | 1.16 170 | 7.88 298 | 5.61 340 | 1.99 297 | 20.46 538 | 3.12 329 | 33.99 566 | 23.76 446 | 15.53 372 | 30.67 493 | 26.88 532 | 14.50 493 | 12.98 397 | 35.48 634 | 0.19 379 | 0.18 425 | 0.01 236 | 0.02 227 | 0.22 233 | 0.27 335 |
|
| FENet |  | 7.94 376 | 1.01 124 | 6.72 238 | 5.87 364 | 2.07 302 | 11.11 383 | 2.03 262 | 21.39 400 | 20.81 402 | 17.14 415 | 22.65 398 | 14.43 369 | 11.54 425 | 12.97 396 | 7.89 420 | 0.15 366 | 0.24 475 | 0.03 282 | 0.02 227 | 0.14 189 | 0.62 438 |
|
| ac_64 |  | 11.10 484 | 1.49 275 | 9.88 411 | 8.24 497 | 5.45 514 | 19.12 528 | 6.46 451 | 24.10 434 | 14.34 320 | 22.80 522 | 23.87 410 | 33.28 580 | 15.54 513 | 18.87 517 | 17.26 535 | 0.28 429 | 0.12 361 | 0.02 261 | 0.02 227 | 0.26 270 | 0.63 439 |
|
| GwcNet-RSSM |  | 10.65 471 | 1.94 407 | 8.57 341 | 6.89 444 | 5.26 501 | 12.26 406 | 5.21 399 | 25.80 454 | 31.50 519 | 16.67 404 | 33.52 544 | 23.70 500 | 13.88 476 | 12.84 388 | 13.67 502 | 0.05 298 | 0.10 327 | 0.14 422 | 0.02 227 | 0.65 452 | 0.39 382 |
|
| PMTNet |  | 5.36 254 | 0.97 116 | 3.42 43 | 1.97 11 | 1.30 207 | 8.96 341 | 0.69 82 | 12.33 227 | 12.16 286 | 8.50 249 | 11.35 254 | 6.09 214 | 4.50 207 | 9.34 219 | 2.70 234 | 22.71 659 | 0.01 34 | 0.04 304 | 0.02 227 | 0.06 85 | 0.01 4 |
|
| AANet_RVC |  | 13.16 526 | 5.34 549 | 10.83 442 | 8.20 496 | 4.44 452 | 14.13 440 | 9.46 514 | 28.78 491 | 37.67 572 | 23.44 530 | 37.47 571 | 23.48 496 | 15.83 517 | 22.39 563 | 16.63 529 | 1.67 577 | 0.86 581 | 0.24 470 | 0.02 227 | 0.63 446 | 1.60 531 |
|
| HITNet |  | 7.83 371 | 2.93 489 | 8.39 326 | 4.76 265 | 1.48 234 | 12.75 414 | 4.64 387 | 20.97 395 | 14.37 321 | 15.14 363 | 22.15 396 | 14.57 374 | 10.62 397 | 14.38 438 | 8.14 429 | 0.04 273 | 0.01 34 | 0.48 511 | 0.02 227 | 0.57 431 | 0.10 164 |
| 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 |
| MLCV |  | 9.32 423 | 2.22 451 | 12.55 470 | 5.22 317 | 1.32 213 | 13.79 433 | 1.35 143 | 21.14 399 | 23.65 440 | 21.91 511 | 31.37 508 | 17.14 418 | 7.57 335 | 16.00 479 | 10.18 465 | 0.22 398 | 0.01 34 | 0.03 282 | 0.02 227 | 0.40 364 | 0.29 345 |
|
| aanet-new-22k |  | 2.41 89 | 1.25 198 | 5.47 174 | 3.25 130 | 0.40 48 | 4.44 122 | 2.00 259 | 8.36 143 | 5.01 142 | 1.72 59 | 4.75 125 | 1.55 72 | 4.99 239 | 3.65 49 | 1.01 89 | 0.00 1 | 0.07 253 | 0.01 236 | 0.03 252 | 0.09 136 | 0.10 164 |
|
| aanet-new-16k |  | 2.22 71 | 1.02 127 | 5.90 204 | 3.73 181 | 0.42 56 | 3.84 90 | 1.65 189 | 7.64 113 | 2.53 52 | 1.54 47 | 4.47 111 | 2.61 124 | 4.68 219 | 2.97 30 | 1.19 110 | 0.00 1 | 0.04 149 | 0.00 1 | 0.03 252 | 0.07 109 | 0.10 164 |
|
| Zero-FE251 |  | 2.73 110 | 1.57 309 | 5.05 141 | 4.17 211 | 1.92 291 | 7.26 313 | 0.75 88 | 7.75 118 | 3.01 86 | 4.88 194 | 2.40 51 | 5.44 201 | 4.17 185 | 4.39 69 | 1.31 117 | 0.27 425 | 0.06 224 | 0.04 304 | 0.03 252 | 0.03 43 | 0.12 191 |
|
| MLG-Stereo_test1 |  | 1.51 25 | 0.65 27 | 3.00 20 | 2.47 60 | 2.46 330 | 2.84 46 | 0.16 34 | 5.64 35 | 1.77 32 | 0.98 11 | 0.09 4 | 1.53 70 | 0.52 24 | 7.44 142 | 0.56 14 | 0.02 214 | 0.09 307 | 0.00 1 | 0.03 252 | 0.03 43 | 0.02 15 |
|
| MLG-Stereo |  | 1.48 21 | 0.65 27 | 3.04 23 | 2.52 64 | 0.79 142 | 3.11 57 | 0.16 34 | 6.26 63 | 1.80 34 | 0.84 5 | 0.10 8 | 1.51 69 | 0.65 36 | 7.44 142 | 0.53 10 | 0.02 214 | 0.09 307 | 0.00 1 | 0.03 252 | 0.03 43 | 0.02 15 |
|
| LG-Stereo |  | 2.43 92 | 1.44 259 | 7.64 288 | 3.73 181 | 0.82 148 | 3.64 84 | 1.24 128 | 6.41 74 | 5.30 159 | 1.97 74 | 7.31 190 | 0.84 48 | 0.74 37 | 4.85 81 | 2.21 203 | 0.05 298 | 0.04 149 | 0.01 236 | 0.03 252 | 0.33 331 | 0.10 164 |
|
| UGAM |  | 10.01 452 | 1.28 206 | 9.19 379 | 6.53 418 | 4.31 441 | 6.72 300 | 10.45 539 | 15.31 296 | 25.98 470 | 20.56 488 | 27.42 451 | 22.70 487 | 11.49 421 | 26.30 586 | 10.64 474 | 0.00 1 | 0.00 1 | 0.46 509 | 0.03 252 | 0.39 359 | 0.43 395 |
|
| test_sample4 |  | 9.10 413 | 1.65 338 | 9.91 413 | 5.19 312 | 2.57 337 | 16.59 504 | 5.38 405 | 27.37 474 | 19.80 393 | 17.80 428 | 27.52 452 | 15.01 380 | 11.21 413 | 12.69 382 | 8.15 431 | 0.21 392 | 0.07 253 | 0.06 335 | 0.03 252 | 0.43 373 | 0.30 348 |
|
| test_sample2 |  | 7.86 373 | 1.27 203 | 7.98 305 | 5.00 283 | 2.29 318 | 13.33 424 | 6.88 468 | 20.42 392 | 15.24 331 | 13.95 334 | 21.58 382 | 18.96 447 | 12.12 437 | 12.07 350 | 5.36 362 | 0.12 351 | 0.10 327 | 0.07 346 | 0.03 252 | 0.28 284 | 0.19 277 |
|
| SMFormer |  | 10.46 468 | 1.37 235 | 13.37 482 | 4.41 240 | 1.30 207 | 14.40 449 | 3.29 333 | 30.25 512 | 29.81 502 | 19.55 466 | 29.37 470 | 18.06 437 | 14.40 489 | 15.42 456 | 12.70 491 | 0.38 452 | 0.21 446 | 0.28 483 | 0.03 252 | 0.33 331 | 0.31 356 |
|
| tta |  | 10.45 466 | 1.37 235 | 13.37 482 | 4.41 240 | 1.30 207 | 14.39 446 | 3.29 333 | 30.25 512 | 29.81 502 | 19.55 466 | 29.37 470 | 18.06 437 | 14.40 489 | 15.42 456 | 12.69 490 | 0.38 452 | 0.21 446 | 0.28 483 | 0.03 252 | 0.29 292 | 0.18 263 |
|
| StereoVision |  | 7.21 353 | 2.17 446 | 9.29 381 | 9.43 523 | 3.91 413 | 5.09 191 | 1.91 248 | 20.04 382 | 17.37 364 | 8.57 251 | 29.59 479 | 11.08 306 | 6.76 320 | 12.44 368 | 4.71 333 | 0.54 494 | 0.05 187 | 0.16 436 | 0.03 252 | 0.82 481 | 0.30 348 |
|
| MIF-Stereo (partial) |  | 4.33 216 | 1.23 189 | 7.27 269 | 5.04 284 | 5.31 506 | 3.47 74 | 0.95 108 | 9.06 163 | 7.41 216 | 4.15 169 | 15.76 298 | 5.38 199 | 5.22 250 | 11.56 317 | 4.21 318 | 0.04 273 | 0.02 89 | 0.05 315 | 0.03 252 | 0.34 337 | 0.12 191 |
|
| riskmin |  | 6.42 309 | 1.29 210 | 6.76 245 | 3.95 197 | 2.25 316 | 10.49 362 | 2.53 299 | 15.11 291 | 17.60 368 | 9.77 263 | 12.91 275 | 15.25 386 | 12.04 436 | 11.58 319 | 5.11 350 | 0.14 357 | 0.24 475 | 0.13 417 | 0.03 252 | 0.61 440 | 0.69 452 |
|
| RAFT_CTSACE |  | 8.24 387 | 1.97 411 | 8.39 326 | 6.89 444 | 5.11 489 | 5.86 253 | 2.63 307 | 14.62 284 | 16.88 355 | 23.52 531 | 34.77 554 | 16.02 398 | 7.37 333 | 17.91 506 | 2.23 205 | 0.00 1 | 0.12 361 | 0.00 1 | 0.03 252 | 0.39 359 | 0.05 101 |
|
| AACVNet |  | 10.58 470 | 2.86 485 | 9.78 409 | 8.95 511 | 3.30 378 | 10.80 372 | 4.78 390 | 22.37 415 | 12.55 294 | 27.50 572 | 29.84 482 | 30.06 553 | 15.99 518 | 19.10 522 | 11.60 486 | 0.40 464 | 0.18 425 | 0.22 463 | 0.03 252 | 0.62 443 | 0.73 460 |
|
| rafts_anoy |  | 6.02 296 | 1.67 343 | 6.27 225 | 6.53 418 | 4.98 479 | 5.30 203 | 2.53 299 | 13.77 272 | 21.01 405 | 12.70 309 | 16.23 304 | 8.56 269 | 5.65 268 | 9.09 210 | 5.22 354 | 0.04 273 | 0.31 502 | 0.09 369 | 0.03 252 | 0.25 259 | 0.17 253 |
|
| sCroCo_RVC |  | 5.06 236 | 3.29 501 | 16.45 533 | 10.72 563 | 6.64 556 | 5.83 247 | 2.74 311 | 9.67 174 | 8.06 228 | 3.66 147 | 9.20 215 | 4.81 184 | 4.95 238 | 8.12 167 | 4.64 332 | 0.64 514 | 0.50 547 | 0.06 335 | 0.03 252 | 0.70 460 | 0.42 392 |
|
| 222 |  | 12.33 508 | 1.29 210 | 8.09 313 | 6.06 386 | 2.14 306 | 19.51 531 | 2.53 299 | 33.63 562 | 23.55 437 | 21.72 510 | 30.51 492 | 20.11 462 | 16.77 527 | 13.22 406 | 46.51 665 | 0.15 366 | 0.14 394 | 0.01 236 | 0.03 252 | 0.26 270 | 0.26 329 |
|
| test_xeample |   | 11.49 490 | 1.24 196 | 7.50 281 | 5.22 317 | 2.18 310 | 17.40 511 | 6.49 453 | 31.14 526 | 22.77 431 | 17.90 432 | 33.09 537 | 18.48 444 | 14.61 495 | 13.51 416 | 37.38 643 | 0.16 368 | 0.13 377 | 0.01 236 | 0.03 252 | 0.23 248 | 0.24 318 |
|
| UPFNet |  | 11.72 495 | 1.52 286 | 10.33 429 | 7.38 464 | 7.14 572 | 20.05 535 | 9.62 517 | 28.90 493 | 25.94 469 | 20.02 477 | 29.73 481 | 20.91 467 | 16.34 521 | 18.61 515 | 16.17 527 | 0.26 423 | 0.17 417 | 0.25 471 | 0.03 252 | 0.55 423 | 0.56 429 |
|
| cf-r |  | 10.06 454 | 1.60 319 | 7.99 307 | 5.82 358 | 5.70 527 | 12.92 417 | 4.78 390 | 24.18 436 | 27.47 485 | 16.91 410 | 31.02 503 | 25.12 517 | 14.05 479 | 11.63 325 | 11.01 481 | 0.03 252 | 0.03 128 | 0.05 315 | 0.03 252 | 0.43 373 | 0.39 382 |
|
| RYNet |  | 18.92 585 | 4.69 535 | 16.88 535 | 10.99 571 | 15.84 642 | 46.72 651 | 16.57 609 | 37.84 607 | 48.03 618 | 26.92 565 | 26.48 440 | 37.84 608 | 24.92 589 | 19.80 531 | 31.04 624 | 0.25 418 | 0.25 483 | 0.62 525 | 0.03 252 | 6.34 607 | 6.39 614 |
|
| aanet-new-40k |  | 2.30 75 | 1.29 210 | 8.15 316 | 2.62 74 | 2.23 313 | 5.47 213 | 1.80 231 | 6.79 85 | 1.59 26 | 1.14 20 | 4.71 123 | 1.12 55 | 5.55 261 | 2.35 14 | 0.85 56 | 0.00 1 | 0.06 224 | 0.02 261 | 0.04 275 | 0.04 64 | 0.18 263 |
|
| aanet-new-10k |  | 2.69 108 | 1.23 189 | 9.26 380 | 4.00 199 | 0.52 81 | 8.39 336 | 1.89 246 | 7.92 122 | 1.69 29 | 2.89 120 | 2.99 65 | 2.76 130 | 5.48 258 | 3.07 33 | 1.35 120 | 0.00 1 | 0.11 348 | 0.05 315 | 0.04 275 | 0.09 136 | 0.04 73 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 136 | 0.89 93 | 5.34 159 | 2.90 101 | 4.48 453 | 4.69 145 | 1.34 141 | 8.59 146 | 8.81 245 | 5.94 214 | 10.70 244 | 1.84 91 | 0.51 22 | 2.94 27 | 1.12 99 | 0.00 1 | 0.07 253 | 0.00 1 | 0.04 275 | 0.09 136 | 0.04 73 |
|
| 252Zero-FE |  | 1.52 26 | 0.84 73 | 3.49 49 | 2.85 95 | 0.54 83 | 1.97 19 | 0.08 13 | 6.14 59 | 4.11 117 | 1.76 64 | 3.45 79 | 0.16 1 | 0.27 5 | 3.61 48 | 0.82 46 | 0.01 137 | 0.10 327 | 0.08 357 | 0.04 275 | 0.04 64 | 0.03 46 |
|
| water-stereo |  | 3.66 187 | 0.84 73 | 4.79 124 | 3.60 170 | 0.79 142 | 5.03 186 | 0.89 103 | 12.93 245 | 5.45 165 | 5.82 210 | 14.74 287 | 6.51 228 | 4.76 231 | 3.37 38 | 3.26 274 | 0.03 252 | 0.13 377 | 0.09 369 | 0.04 275 | 0.06 85 | 0.07 131 |
|
| AIO_rvc |  | 2.81 118 | 1.10 155 | 4.88 128 | 3.63 173 | 2.59 338 | 5.36 207 | 1.85 240 | 8.21 136 | 4.37 125 | 1.60 51 | 4.74 124 | 4.74 182 | 1.16 60 | 10.10 245 | 1.13 103 | 0.47 481 | 0.04 149 | 0.00 1 | 0.04 275 | 0.15 197 | 0.12 191 |
|
| test_sample5 |  | 9.36 425 | 1.61 324 | 9.63 397 | 5.30 322 | 2.52 332 | 15.42 471 | 6.00 429 | 27.25 472 | 19.96 394 | 18.36 448 | 31.81 518 | 15.99 396 | 11.29 415 | 13.21 404 | 7.66 413 | 0.23 407 | 0.08 288 | 0.07 346 | 0.04 275 | 0.48 392 | 0.34 366 |
|
| test_sample3 |  | 8.76 403 | 1.62 330 | 9.99 418 | 5.21 315 | 2.61 339 | 17.43 512 | 5.37 403 | 26.91 469 | 19.77 391 | 17.13 414 | 20.82 370 | 16.55 406 | 9.70 384 | 12.52 377 | 8.59 439 | 0.21 392 | 0.07 253 | 0.05 315 | 0.04 275 | 0.39 359 | 0.30 348 |
|
| test_for_model |  | 3.02 136 | 0.89 93 | 5.34 159 | 2.90 101 | 4.48 453 | 4.69 145 | 1.34 141 | 8.59 146 | 8.81 245 | 5.94 214 | 10.70 244 | 1.84 91 | 0.51 22 | 2.94 27 | 1.12 99 | 0.00 1 | 0.07 253 | 0.00 1 | 0.04 275 | 0.09 136 | 0.04 73 |
|
| MyStereo07 |  | 4.38 217 | 1.92 403 | 5.06 142 | 6.09 388 | 4.31 441 | 6.54 292 | 9.96 524 | 15.35 299 | 5.15 154 | 4.34 173 | 5.65 164 | 3.15 138 | 5.77 272 | 11.33 306 | 1.81 158 | 0.06 318 | 0.10 327 | 0.03 282 | 0.04 275 | 0.63 446 | 0.30 348 |
|
| MyStereo06 |  | 6.40 307 | 1.76 373 | 13.15 479 | 6.19 397 | 4.40 449 | 7.09 310 | 9.95 522 | 16.68 326 | 6.98 199 | 12.91 312 | 10.76 248 | 17.84 432 | 5.71 270 | 9.97 241 | 3.39 279 | 0.06 318 | 0.10 327 | 0.02 261 | 0.04 275 | 0.73 468 | 0.29 345 |
|
| MyStereo05 |  | 9.29 422 | 1.76 373 | 8.95 356 | 6.19 397 | 4.40 449 | 7.09 310 | 9.95 522 | 31.21 527 | 40.82 587 | 17.31 418 | 12.93 276 | 10.33 295 | 12.52 448 | 13.93 426 | 7.05 392 | 0.06 318 | 0.10 327 | 0.02 261 | 0.04 275 | 0.73 468 | 0.29 345 |
|
| MyStereo04 |  | 9.24 417 | 1.92 403 | 8.78 348 | 6.09 388 | 4.31 441 | 6.54 292 | 9.96 524 | 32.24 547 | 41.99 595 | 14.26 341 | 11.98 265 | 12.00 326 | 12.01 435 | 13.93 426 | 7.53 403 | 0.06 318 | 0.10 327 | 0.03 282 | 0.04 275 | 0.63 446 | 0.30 348 |
|
| ACVNet-DCA |  | 5.28 249 | 2.00 416 | 4.99 136 | 5.89 365 | 0.26 10 | 10.85 374 | 5.38 405 | 20.20 384 | 11.88 281 | 6.95 230 | 10.01 223 | 4.49 174 | 9.78 385 | 10.79 270 | 1.59 137 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.25 259 | 0.20 282 |
|
| 1test111 |  | 5.59 275 | 2.00 416 | 4.99 136 | 5.89 365 | 0.26 10 | 10.85 374 | 5.38 405 | 20.20 384 | 11.88 281 | 6.95 230 | 10.01 223 | 4.49 174 | 9.78 385 | 11.09 288 | 7.45 401 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.25 259 | 0.20 282 |
|
| cc1 |  | 5.34 253 | 2.00 416 | 4.99 136 | 5.89 365 | 0.26 10 | 10.85 374 | 5.38 405 | 17.85 345 | 15.48 338 | 6.95 230 | 10.01 223 | 4.49 174 | 9.78 385 | 10.79 270 | 1.59 137 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.30 301 | 0.13 206 |
|
| DualNet |  | 9.49 432 | 1.61 324 | 9.63 397 | 5.30 322 | 2.52 332 | 15.42 471 | 6.00 429 | 27.25 472 | 19.96 394 | 19.40 464 | 33.22 538 | 15.99 396 | 11.29 415 | 13.21 404 | 7.66 413 | 0.23 407 | 0.08 288 | 0.07 346 | 0.04 275 | 0.48 392 | 0.34 366 |
|
| tt1 |  | 5.27 248 | 1.99 414 | 5.11 144 | 6.02 384 | 0.26 10 | 10.59 367 | 4.22 374 | 18.45 355 | 16.31 350 | 6.75 224 | 8.95 209 | 4.75 183 | 9.15 370 | 10.82 275 | 1.61 140 | 0.00 1 | 0.05 187 | 0.00 1 | 0.04 275 | 0.26 270 | 0.14 216 |
|
| x |  | 6.80 331 | 1.36 233 | 6.94 255 | 4.58 254 | 1.88 285 | 10.78 371 | 4.55 383 | 19.79 379 | 10.62 268 | 12.69 308 | 19.54 347 | 14.87 379 | 10.11 391 | 9.52 222 | 8.03 427 | 0.07 329 | 0.15 401 | 0.04 304 | 0.04 275 | 0.24 254 | 0.22 301 |
|
| BUS |  | 9.20 415 | 1.48 269 | 7.93 301 | 6.74 435 | 3.96 414 | 17.62 518 | 2.79 314 | 33.06 556 | 21.58 415 | 17.99 434 | 21.34 377 | 14.49 370 | 9.40 378 | 14.18 431 | 10.57 471 | 0.19 379 | 0.13 377 | 0.14 422 | 0.04 275 | 0.30 301 | 0.09 152 |
|
| BSDual-CNN |  | 9.70 438 | 1.48 269 | 7.93 301 | 6.74 435 | 3.96 414 | 16.10 487 | 7.13 477 | 33.06 556 | 21.58 415 | 17.99 434 | 21.34 377 | 22.28 482 | 11.53 423 | 14.18 431 | 7.81 416 | 0.19 379 | 0.13 377 | 0.14 422 | 0.04 275 | 0.30 301 | 0.09 152 |
|
| hknet |  | 10.13 458 | 1.56 305 | 10.27 428 | 6.74 435 | 3.72 401 | 16.10 487 | 7.13 477 | 33.06 556 | 21.12 408 | 17.99 434 | 21.34 377 | 23.11 490 | 14.95 500 | 16.43 488 | 8.34 435 | 0.14 357 | 0.13 377 | 0.14 422 | 0.04 275 | 0.30 301 | 0.09 152 |
|
| psmg |  | 9.80 443 | 1.48 269 | 7.93 301 | 5.18 309 | 3.96 414 | 15.85 480 | 7.93 492 | 29.11 495 | 21.58 415 | 20.93 494 | 25.06 420 | 22.28 482 | 11.53 423 | 14.18 431 | 7.81 416 | 0.19 379 | 0.13 377 | 0.17 438 | 0.04 275 | 0.36 343 | 0.21 293 |
|
| CrosDoStereo |  | 9.24 417 | 1.29 210 | 8.16 318 | 4.56 252 | 1.04 172 | 7.52 320 | 15.00 592 | 15.85 313 | 24.31 451 | 24.27 534 | 33.44 542 | 13.37 353 | 13.82 472 | 12.23 358 | 8.86 445 | 0.01 137 | 0.11 348 | 0.09 369 | 0.04 275 | 0.36 343 | 0.53 419 |
|
| TransformOpticalFlow |  | 7.76 369 | 1.90 396 | 9.31 383 | 5.50 336 | 1.18 196 | 6.97 308 | 8.27 494 | 17.86 347 | 13.21 305 | 14.58 344 | 29.13 468 | 19.01 448 | 10.85 401 | 12.51 375 | 3.69 291 | 0.01 137 | 0.04 149 | 0.20 454 | 0.04 275 | 0.17 215 | 0.84 474 |
|
| DeepStereo_LL |  | 9.24 417 | 1.29 210 | 8.16 318 | 4.56 252 | 1.04 172 | 7.52 320 | 15.00 592 | 15.85 313 | 24.31 451 | 24.27 534 | 33.44 542 | 13.37 353 | 13.82 472 | 12.23 358 | 8.86 445 | 0.01 137 | 0.11 348 | 0.09 369 | 0.04 275 | 0.36 343 | 0.53 419 |
|
| delet |  | 12.65 518 | 1.85 392 | 11.36 450 | 7.71 481 | 6.22 546 | 22.52 553 | 10.22 536 | 28.14 483 | 37.67 572 | 19.66 470 | 29.24 469 | 21.00 469 | 15.99 518 | 21.97 559 | 17.77 538 | 0.03 252 | 0.07 253 | 0.19 451 | 0.04 275 | 0.60 438 | 0.75 463 |
|
| DISCO |  | 16.36 556 | 1.88 395 | 16.15 526 | 7.78 483 | 4.19 430 | 26.92 589 | 10.21 535 | 30.31 516 | 44.26 607 | 21.35 506 | 33.91 550 | 35.80 598 | 22.40 572 | 35.65 626 | 33.87 628 | 0.18 375 | 0.08 288 | 0.04 304 | 0.04 275 | 1.71 533 | 0.54 422 |
|
| Hybrid-DGEV-2 |  | 8.17 385 | 2.51 470 | 8.34 322 | 8.55 504 | 1.17 195 | 11.10 382 | 1.08 118 | 30.90 523 | 27.91 487 | 12.92 313 | 15.67 295 | 11.91 321 | 14.50 493 | 11.71 328 | 4.55 329 | 0.05 298 | 0.08 288 | 0.00 1 | 0.05 303 | 0.28 284 | 0.13 206 |
|
| BridgeDepth_RVC |   | 1.46 20 | 0.72 33 | 2.76 9 | 1.47 5 | 0.75 137 | 4.05 99 | 0.01 1 | 5.97 50 | 1.58 25 | 1.29 29 | 1.19 35 | 1.02 51 | 2.98 137 | 3.52 44 | 0.87 61 | 0.79 535 | 0.08 288 | 0.12 405 | 0.05 303 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| zero-FE |  | 3.01 134 | 1.06 137 | 4.57 113 | 4.18 215 | 4.04 423 | 3.24 65 | 1.51 161 | 6.17 61 | 1.87 37 | 1.00 12 | 2.52 53 | 1.72 79 | 4.92 237 | 6.19 107 | 2.77 238 | 0.27 425 | 0.10 327 | 0.00 1 | 0.05 303 | 13.94 644 | 0.09 152 |
|
| HI |  | 8.30 388 | 2.00 416 | 6.75 242 | 4.58 254 | 5.15 494 | 4.16 101 | 0.50 65 | 17.99 349 | 9.24 253 | 25.03 545 | 28.22 459 | 20.23 463 | 12.47 445 | 17.93 507 | 11.49 484 | 0.00 1 | 0.10 327 | 0.00 1 | 0.05 303 | 0.08 126 | 0.05 101 |
|
| CoSv |  | 8.30 388 | 2.00 416 | 6.75 242 | 4.58 254 | 5.15 494 | 4.16 101 | 0.50 65 | 17.99 349 | 9.24 253 | 25.03 545 | 28.22 459 | 20.23 463 | 12.47 445 | 17.93 507 | 11.49 484 | 0.00 1 | 0.10 327 | 0.00 1 | 0.05 303 | 0.08 126 | 0.05 101 |
|
| xx1 |  | 5.99 295 | 2.00 416 | 4.99 136 | 5.89 365 | 0.26 10 | 10.85 374 | 5.38 405 | 17.84 343 | 15.48 338 | 6.95 230 | 10.01 223 | 16.02 398 | 11.15 411 | 10.79 270 | 1.59 137 | 0.00 1 | 0.05 187 | 0.02 261 | 0.05 303 | 0.25 259 | 0.20 282 |
|
| iinet-f |  | 13.51 535 | 4.29 527 | 45.90 634 | 6.01 381 | 3.96 414 | 21.00 541 | 13.40 576 | 27.40 476 | 21.12 408 | 21.11 501 | 30.72 495 | 21.49 474 | 16.96 530 | 15.33 453 | 19.50 549 | 0.12 351 | 0.42 525 | 0.09 369 | 0.05 303 | 0.89 488 | 0.39 382 |
|
| ssnet_v2 |  | 13.23 528 | 2.43 462 | 11.25 447 | 7.34 461 | 2.92 363 | 23.05 558 | 12.95 570 | 35.93 590 | 32.92 539 | 21.23 504 | 25.38 424 | 28.81 539 | 15.22 508 | 22.57 564 | 19.81 551 | 0.18 375 | 0.08 288 | 0.19 451 | 0.05 303 | 1.24 512 | 1.06 501 |
|
| TestStereo1 |  | 7.62 362 | 1.62 330 | 7.60 284 | 10.47 557 | 1.86 281 | 4.76 158 | 2.48 296 | 19.73 377 | 22.33 425 | 16.79 408 | 26.02 432 | 9.33 279 | 9.30 373 | 15.92 473 | 3.37 277 | 0.01 137 | 0.02 89 | 0.02 261 | 0.05 303 | 0.55 423 | 0.28 340 |
|
| qqq |  | 6.96 341 | 1.40 244 | 8.15 316 | 4.50 246 | 1.03 169 | 8.55 338 | 6.93 471 | 20.20 384 | 11.88 281 | 12.00 287 | 18.19 327 | 16.02 398 | 11.15 411 | 11.09 288 | 7.45 401 | 0.06 318 | 0.13 377 | 0.02 261 | 0.05 303 | 0.25 259 | 0.20 282 |
|
| SA-5K |  | 7.62 362 | 1.62 330 | 7.60 284 | 10.47 557 | 1.86 281 | 4.76 158 | 2.48 296 | 19.73 377 | 22.33 425 | 16.79 408 | 26.02 432 | 9.33 279 | 9.30 373 | 15.92 473 | 3.37 277 | 0.01 137 | 0.02 89 | 0.02 261 | 0.05 303 | 0.55 423 | 0.28 340 |
|
| AASNet |  | 12.49 513 | 2.46 465 | 10.49 432 | 9.82 538 | 6.86 564 | 17.33 510 | 6.73 463 | 41.09 627 | 37.86 574 | 22.53 518 | 29.11 467 | 16.68 407 | 13.48 466 | 14.54 445 | 17.87 539 | 0.20 387 | 0.02 89 | 0.78 538 | 0.05 303 | 1.18 507 | 0.76 464 |
|
| THIR-Stereo |  | 9.38 427 | 1.78 382 | 8.50 338 | 4.74 261 | 0.71 122 | 15.92 481 | 11.93 562 | 16.39 320 | 21.56 414 | 24.27 534 | 32.07 522 | 14.40 368 | 14.14 482 | 11.49 312 | 8.39 436 | 0.05 298 | 0.25 483 | 0.10 388 | 0.05 303 | 0.33 331 | 0.58 432 |
|
| IRAFT_RVC |  | 8.76 403 | 1.47 264 | 9.55 393 | 7.31 460 | 1.77 270 | 6.49 290 | 10.43 537 | 25.94 456 | 27.33 482 | 17.50 423 | 19.85 350 | 17.93 434 | 10.21 393 | 12.88 389 | 5.44 363 | 0.17 372 | 0.30 498 | 0.19 451 | 0.05 303 | 0.22 233 | 0.12 191 |
|
| HGLStereo |  | 12.72 519 | 2.66 477 | 12.34 466 | 9.93 542 | 7.55 580 | 16.16 491 | 7.45 486 | 31.48 532 | 27.01 481 | 20.01 476 | 35.31 557 | 26.98 534 | 18.90 555 | 17.87 505 | 18.90 545 | 0.33 439 | 0.16 412 | 0.07 346 | 0.05 303 | 0.48 392 | 0.70 456 |
|
| DMCA |  | 8.51 396 | 1.90 396 | 9.96 415 | 5.16 303 | 4.14 429 | 10.29 358 | 4.46 380 | 25.52 447 | 19.55 388 | 16.33 393 | 20.69 364 | 17.59 427 | 11.26 414 | 10.42 254 | 11.36 483 | 0.50 487 | 0.08 288 | 0.35 497 | 0.05 303 | 0.36 343 | 0.31 356 |
|
| BEATNet_4x |  | 9.37 426 | 4.85 537 | 12.05 465 | 5.48 335 | 1.35 224 | 13.15 421 | 6.15 437 | 25.06 442 | 16.74 354 | 16.18 387 | 24.65 417 | 17.29 424 | 12.51 447 | 16.91 496 | 10.92 476 | 0.38 452 | 0.18 425 | 0.81 547 | 0.05 303 | 1.95 541 | 0.65 447 |
|
| CFNet |  | 10.67 472 | 2.33 459 | 8.90 351 | 6.66 429 | 4.09 426 | 16.05 483 | 4.26 375 | 30.44 518 | 31.01 515 | 18.53 451 | 26.48 440 | 23.69 499 | 13.68 468 | 15.27 451 | 10.59 473 | 0.05 298 | 0.02 89 | 0.44 506 | 0.05 303 | 0.73 468 | 0.23 311 |
|
| PWCDC_ROB |   | 17.80 576 | 9.62 592 | 18.38 553 | 17.95 626 | 7.74 585 | 24.61 568 | 5.56 415 | 34.41 574 | 52.79 636 | 29.66 587 | 50.20 638 | 20.63 465 | 19.69 560 | 29.85 605 | 20.87 557 | 6.18 626 | 0.26 486 | 0.10 388 | 0.05 303 | 5.36 602 | 2.00 546 |
|
| DCVSM-stereo |  | 9.70 438 | 1.83 389 | 11.36 450 | 5.81 357 | 3.59 393 | 10.57 365 | 3.00 323 | 18.71 360 | 22.11 423 | 23.79 532 | 19.02 338 | 29.73 547 | 17.68 540 | 13.33 409 | 9.11 450 | 0.21 392 | 1.14 594 | 0.27 476 | 0.06 322 | 0.75 474 | 1.89 542 |
|
| test_sample6 |  | 9.79 442 | 1.61 324 | 9.84 410 | 5.35 328 | 2.35 324 | 15.59 475 | 6.60 460 | 28.40 485 | 20.96 404 | 19.40 464 | 33.22 538 | 17.17 419 | 11.58 427 | 13.43 413 | 8.82 443 | 0.26 423 | 0.10 327 | 0.10 388 | 0.06 322 | 0.50 406 | 0.41 389 |
|
| gcap-zeroshot |  | 2.89 122 | 0.89 93 | 5.46 171 | 2.84 92 | 4.48 453 | 4.56 129 | 1.32 138 | 8.66 153 | 7.60 218 | 5.67 207 | 10.03 228 | 1.78 85 | 0.45 19 | 2.69 22 | 1.04 91 | 0.00 1 | 0.07 253 | 0.00 1 | 0.06 322 | 0.10 159 | 0.04 73 |
|
| 1111x |  | 11.32 485 | 1.34 229 | 8.95 356 | 5.20 313 | 1.96 293 | 14.46 452 | 7.75 491 | 35.65 587 | 28.23 492 | 15.66 375 | 26.66 443 | 26.65 527 | 14.76 499 | 15.88 470 | 22.27 571 | 0.24 412 | 0.13 377 | 0.04 304 | 0.06 322 | 0.30 301 | 0.24 318 |
|
| testlalala |  | 2.89 122 | 0.89 93 | 5.46 171 | 2.84 92 | 4.48 453 | 4.56 129 | 1.32 138 | 8.66 153 | 7.60 218 | 5.67 207 | 10.03 228 | 1.78 85 | 0.45 19 | 2.69 22 | 1.04 91 | 0.00 1 | 0.07 253 | 0.00 1 | 0.06 322 | 0.10 159 | 0.04 73 |
|
| IPLGR |  | 7.14 348 | 1.31 218 | 13.14 478 | 4.24 220 | 1.15 193 | 9.78 352 | 0.98 111 | 23.98 431 | 21.70 418 | 16.22 389 | 18.43 328 | 8.45 268 | 7.66 336 | 9.26 216 | 5.45 364 | 0.21 392 | 0.05 187 | 0.04 304 | 0.06 322 | 0.32 323 | 0.38 379 |
|
| RAFT-345 |  | 6.79 330 | 1.29 210 | 6.80 248 | 5.06 287 | 0.91 160 | 5.61 225 | 3.32 339 | 13.36 259 | 10.17 264 | 13.73 330 | 43.66 615 | 9.12 277 | 5.38 255 | 12.29 361 | 4.44 326 | 0.32 437 | 0.05 187 | 0.09 369 | 0.06 322 | 0.06 85 | 0.03 46 |
|
| Anonymous3 |  | 9.60 434 | 3.45 506 | 29.83 599 | 9.58 531 | 4.75 468 | 24.51 566 | 10.20 534 | 24.04 433 | 18.77 384 | 10.42 270 | 14.64 285 | 7.97 260 | 8.75 363 | 14.05 430 | 5.80 370 | 2.44 596 | 1.39 600 | 0.08 357 | 0.06 322 | 0.73 468 | 0.48 409 |
|
| ACVNet |  | 10.36 463 | 1.68 349 | 5.49 176 | 6.01 381 | 2.75 352 | 12.78 415 | 3.56 350 | 21.89 409 | 34.81 552 | 14.96 353 | 30.78 497 | 24.72 513 | 13.88 476 | 15.81 467 | 17.20 533 | 0.13 355 | 0.01 34 | 0.06 335 | 0.06 322 | 0.51 410 | 0.15 236 |
|
| acv_ft |  | 12.16 504 | 1.68 349 | 11.97 462 | 7.70 479 | 6.20 544 | 19.61 532 | 5.52 412 | 25.78 452 | 34.81 552 | 25.62 555 | 30.78 497 | 24.72 513 | 13.20 461 | 15.81 467 | 18.80 544 | 0.13 355 | 0.01 34 | 0.06 335 | 0.06 322 | 0.63 446 | 0.15 236 |
|
| DLCB_ROB |  | 13.35 532 | 3.00 493 | 9.12 373 | 9.43 523 | 5.68 524 | 21.80 548 | 10.12 531 | 29.19 498 | 29.92 507 | 27.71 573 | 31.45 516 | 32.37 571 | 19.50 558 | 19.02 519 | 16.73 530 | 0.22 398 | 0.04 149 | 0.38 503 | 0.06 322 | 0.49 401 | 0.85 477 |
|
| quiztm |  | 4.28 215 | 1.71 352 | 5.37 163 | 4.86 273 | 5.11 489 | 4.60 137 | 2.84 319 | 13.08 252 | 7.79 224 | 8.37 246 | 11.40 256 | 6.75 233 | 2.57 126 | 7.18 133 | 2.59 226 | 0.80 537 | 0.03 128 | 0.00 1 | 0.07 333 | 0.41 367 | 0.11 181 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 147 | 0.89 93 | 5.41 166 | 2.73 82 | 4.54 461 | 4.68 144 | 1.28 131 | 9.18 166 | 9.89 261 | 5.93 212 | 11.97 264 | 1.79 89 | 0.42 18 | 3.06 32 | 0.85 56 | 0.00 1 | 0.07 253 | 0.00 1 | 0.07 333 | 0.09 136 | 0.04 73 |
|
| depthmonostereo |  | 4.02 207 | 1.64 336 | 5.29 158 | 4.40 239 | 1.19 197 | 8.04 329 | 1.16 122 | 15.24 295 | 12.52 292 | 4.62 181 | 7.49 195 | 4.11 163 | 4.80 233 | 6.61 115 | 2.71 235 | 0.04 273 | 0.21 446 | 0.11 401 | 0.07 333 | 0.07 109 | 0.02 15 |
|
| IPLG |  | 7.20 352 | 1.43 253 | 12.55 470 | 5.17 304 | 4.32 444 | 11.11 383 | 1.48 152 | 21.79 406 | 15.10 329 | 19.16 462 | 20.23 354 | 5.26 197 | 5.61 263 | 11.68 327 | 8.14 429 | 0.05 298 | 0.06 224 | 0.03 282 | 0.07 333 | 0.33 331 | 0.50 414 |
|
| hitnet-ft |   | 12.04 502 | 2.11 439 | 6.14 217 | 7.27 459 | 3.90 411 | 25.98 581 | 3.56 350 | 22.56 416 | 23.74 444 | 20.55 486 | 33.81 548 | 31.59 564 | 18.67 554 | 19.47 527 | 17.20 533 | 0.42 470 | 1.36 599 | 0.35 497 | 0.07 333 | 1.11 503 | 0.86 478 |
|
| iResNet |  | 10.26 461 | 3.10 497 | 15.72 523 | 7.35 462 | 2.13 305 | 13.86 436 | 7.07 473 | 22.80 421 | 28.01 488 | 20.10 480 | 30.40 491 | 16.79 408 | 11.06 409 | 14.46 441 | 10.29 470 | 0.39 461 | 0.05 187 | 0.00 1 | 0.07 333 | 0.73 468 | 0.73 460 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 139 | 0.86 83 | 5.37 163 | 2.84 92 | 4.43 451 | 4.03 97 | 1.27 130 | 7.50 106 | 7.27 214 | 6.46 221 | 12.28 268 | 2.19 111 | 0.60 30 | 4.86 82 | 0.90 63 | 0.00 1 | 0.07 253 | 0.00 1 | 0.08 339 | 0.09 136 | 0.05 101 |
|
| rvit_stereo_0075_2 |  | 9.10 413 | 3.87 521 | 19.26 560 | 11.81 586 | 8.82 605 | 5.75 244 | 4.40 376 | 22.77 420 | 17.68 370 | 11.90 285 | 28.34 461 | 16.05 401 | 6.35 301 | 14.30 435 | 7.67 415 | 0.52 492 | 0.34 513 | 0.51 515 | 0.08 339 | 0.38 356 | 1.14 508 |
|
| IGEV-BASED-STEREO- |  | 7.61 361 | 27.25 652 | 41.87 628 | 2.73 82 | 0.41 51 | 4.25 109 | 1.50 157 | 6.63 80 | 3.87 114 | 4.31 170 | 3.78 88 | 2.48 120 | 1.39 71 | 5.67 92 | 1.56 135 | 25.09 661 | 0.05 187 | 0.01 236 | 0.08 339 | 4.67 593 | 14.58 652 |
|
| IGEV++ |  | 2.98 132 | 1.27 203 | 5.17 150 | 5.41 333 | 0.47 67 | 4.63 140 | 1.71 208 | 9.97 185 | 4.75 133 | 2.58 105 | 6.27 174 | 4.35 170 | 4.44 199 | 4.98 85 | 3.05 260 | 0.00 1 | 0.07 253 | 0.00 1 | 0.08 339 | 0.24 254 | 0.18 263 |
|
| ffm |  | 8.12 383 | 1.43 253 | 9.67 401 | 5.70 348 | 3.44 384 | 11.96 397 | 6.35 442 | 18.45 355 | 16.31 350 | 15.83 379 | 31.44 512 | 17.22 420 | 10.87 403 | 10.82 275 | 1.61 140 | 0.00 1 | 0.05 187 | 0.80 542 | 0.08 339 | 0.26 270 | 0.14 216 |
|
| ff1 |  | 9.41 428 | 1.43 253 | 9.67 401 | 5.70 348 | 3.44 384 | 11.96 397 | 6.35 442 | 18.45 355 | 16.31 350 | 15.83 379 | 31.44 512 | 17.22 420 | 10.87 403 | 16.19 482 | 21.98 566 | 0.00 1 | 0.05 187 | 0.80 542 | 0.08 339 | 0.26 270 | 0.14 216 |
|
| mmx |  | 10.71 474 | 1.43 253 | 9.67 401 | 5.70 348 | 3.44 384 | 11.96 397 | 6.35 442 | 32.18 541 | 28.03 489 | 15.83 379 | 31.44 512 | 17.22 420 | 10.87 403 | 16.19 482 | 21.98 566 | 0.22 398 | 0.06 224 | 0.80 542 | 0.08 339 | 0.48 392 | 0.21 293 |
|
| xxx |   | 10.71 474 | 1.43 253 | 9.67 401 | 5.70 348 | 3.44 384 | 11.96 397 | 6.35 442 | 32.18 541 | 28.03 489 | 15.83 379 | 31.44 512 | 17.22 420 | 10.87 403 | 16.19 482 | 21.98 566 | 0.22 398 | 0.06 224 | 0.80 542 | 0.08 339 | 0.48 392 | 0.21 293 |
|
| LL-Strereo |  | 10.79 479 | 3.52 508 | 12.54 469 | 8.77 507 | 5.44 513 | 7.49 317 | 9.26 511 | 35.15 582 | 28.70 494 | 16.47 397 | 15.85 300 | 21.06 470 | 17.42 538 | 21.62 558 | 9.72 455 | 0.21 392 | 0.22 456 | 0.74 536 | 0.08 339 | 0.98 494 | 0.60 435 |
|
| gwcnet-sp |  | 9.81 444 | 2.82 482 | 13.47 487 | 5.99 378 | 4.27 435 | 16.20 493 | 5.91 422 | 25.55 448 | 24.34 454 | 21.01 496 | 20.69 364 | 15.22 383 | 14.96 501 | 14.50 442 | 9.97 460 | 0.05 298 | 0.15 401 | 0.02 261 | 0.08 339 | 0.49 401 | 0.51 415 |
|
| scenet |  | 9.81 444 | 2.82 482 | 13.47 487 | 5.99 378 | 4.27 435 | 16.20 493 | 5.91 422 | 25.55 448 | 24.34 454 | 21.01 496 | 20.69 364 | 15.22 383 | 14.96 501 | 14.50 442 | 9.97 460 | 0.05 298 | 0.15 401 | 0.02 261 | 0.08 339 | 0.49 401 | 0.51 415 |
|
| ssnet |  | 9.81 444 | 2.82 482 | 13.47 487 | 5.99 378 | 4.27 435 | 16.20 493 | 5.91 422 | 25.55 448 | 24.34 454 | 21.01 496 | 20.69 364 | 15.22 383 | 14.96 501 | 14.50 442 | 9.97 460 | 0.05 298 | 0.15 401 | 0.02 261 | 0.08 339 | 0.49 401 | 0.51 415 |
|
| test_5 |  | 8.51 396 | 1.50 279 | 8.19 321 | 11.06 573 | 5.00 482 | 6.91 305 | 5.67 417 | 17.50 336 | 22.09 422 | 16.07 385 | 29.63 480 | 15.28 387 | 10.78 400 | 15.94 475 | 3.65 288 | 0.00 1 | 0.00 1 | 0.26 474 | 0.08 339 | 0.31 313 | 0.35 371 |
|
| ADLNet2 |  | 12.44 511 | 2.17 446 | 12.84 474 | 9.17 517 | 5.82 533 | 20.00 534 | 10.13 532 | 32.53 550 | 36.22 565 | 18.62 453 | 19.39 341 | 21.96 477 | 17.07 532 | 21.43 557 | 19.42 547 | 0.24 412 | 0.15 401 | 0.06 335 | 0.08 339 | 0.86 485 | 0.57 430 |
|
| DNS |  | 3.17 148 | 1.01 124 | 5.78 200 | 4.37 238 | 1.53 240 | 4.89 168 | 0.23 44 | 9.46 170 | 5.04 143 | 6.04 218 | 5.88 168 | 8.57 270 | 3.10 140 | 3.80 52 | 1.82 160 | 0.76 528 | 0.07 253 | 0.00 1 | 0.09 353 | 0.72 466 | 0.35 371 |
|
| gcap_with_dpt |  | 2.78 116 | 0.83 67 | 5.55 183 | 3.02 115 | 4.35 447 | 5.14 194 | 1.31 135 | 7.11 94 | 4.14 118 | 5.93 212 | 11.93 263 | 2.05 104 | 0.57 28 | 2.55 18 | 0.80 41 | 0.00 1 | 0.08 288 | 0.01 236 | 0.09 353 | 0.11 169 | 0.05 101 |
|
| BStereo |   | 3.05 138 | 1.51 282 | 15.51 519 | 2.95 107 | 1.03 169 | 5.97 259 | 3.41 341 | 6.02 51 | 5.56 168 | 2.75 117 | 1.76 44 | 2.49 121 | 0.78 40 | 7.72 150 | 3.07 261 | 0.01 137 | 0.03 128 | 0.04 304 | 0.09 353 | 0.09 136 | 0.17 253 |
|
| Wave_Phase_stereo |  | 3.68 188 | 1.51 282 | 15.51 519 | 2.95 107 | 1.03 169 | 12.63 411 | 3.41 341 | 11.91 219 | 5.56 168 | 2.75 117 | 1.76 44 | 2.49 121 | 0.78 40 | 7.72 150 | 3.07 261 | 0.01 137 | 0.03 128 | 0.04 304 | 0.09 353 | 0.09 136 | 0.17 253 |
|
| DFGA-Net |  | 9.06 412 | 3.56 509 | 17.96 550 | 5.71 352 | 3.89 409 | 10.76 369 | 3.08 327 | 25.17 444 | 29.50 496 | 16.21 388 | 18.47 331 | 9.49 282 | 6.31 299 | 15.80 466 | 12.54 489 | 0.05 298 | 0.00 1 | 0.06 335 | 0.09 353 | 1.76 535 | 0.83 472 |
|
| MM-Stereo_test2 |  | 4.03 208 | 1.20 181 | 7.42 279 | 5.18 309 | 0.76 138 | 7.24 312 | 2.26 279 | 14.57 282 | 8.19 232 | 6.89 227 | 5.13 145 | 4.85 186 | 3.80 170 | 10.49 256 | 1.96 172 | 0.00 1 | 0.12 361 | 0.00 1 | 0.09 353 | 0.33 331 | 0.08 146 |
|
| AIO_test |  | 2.59 103 | 0.89 93 | 4.07 88 | 3.70 179 | 2.35 324 | 5.35 206 | 2.39 291 | 8.10 130 | 4.33 123 | 1.35 31 | 4.60 116 | 4.27 168 | 1.35 69 | 7.29 137 | 0.71 35 | 0.76 528 | 0.07 253 | 0.00 1 | 0.09 353 | 0.06 85 | 0.03 46 |
|
| ACV-stereo |  | 11.65 493 | 5.15 544 | 28.84 592 | 6.80 439 | 3.33 380 | 20.38 537 | 6.59 459 | 21.03 396 | 20.57 399 | 17.67 427 | 20.95 372 | 26.81 530 | 16.69 525 | 20.19 541 | 13.26 497 | 0.72 521 | 1.11 593 | 0.15 429 | 0.09 353 | 0.65 452 | 2.13 551 |
|
| ToySt |  | 10.51 469 | 2.00 416 | 15.67 521 | 5.33 325 | 0.95 165 | 14.97 459 | 9.51 515 | 24.02 432 | 27.37 483 | 14.61 345 | 24.67 418 | 24.56 507 | 14.70 498 | 16.86 495 | 13.35 498 | 0.06 318 | 0.23 464 | 0.03 282 | 0.09 353 | 0.62 443 | 0.67 449 |
|
| IER |  | 9.78 441 | 1.55 296 | 9.97 416 | 4.51 247 | 5.23 496 | 13.78 431 | 5.11 397 | 26.66 465 | 22.79 432 | 19.69 471 | 29.45 477 | 16.42 403 | 18.52 551 | 13.64 422 | 7.57 406 | 0.06 318 | 0.03 128 | 0.18 443 | 0.09 353 | 0.18 218 | 0.23 311 |
|
| iRaft-Stereo_5w |  | 8.70 402 | 1.81 388 | 9.33 384 | 5.83 360 | 3.78 404 | 4.87 167 | 11.12 549 | 15.86 315 | 14.80 326 | 15.23 367 | 26.36 438 | 21.49 474 | 12.91 457 | 15.94 475 | 12.73 492 | 0.58 498 | 0.05 187 | 0.08 357 | 0.09 353 | 0.85 484 | 0.33 362 |
|
| MIPNet |  | 6.75 329 | 1.67 343 | 12.34 466 | 4.67 258 | 1.47 231 | 10.01 354 | 2.24 277 | 26.43 462 | 17.22 359 | 14.72 347 | 12.75 271 | 7.02 241 | 9.68 383 | 8.44 173 | 5.26 356 | 0.01 137 | 0.04 149 | 0.05 315 | 0.09 353 | 0.35 341 | 0.55 424 |
|
| DEmStereo |  | 8.85 406 | 1.36 233 | 9.99 418 | 4.24 220 | 1.05 175 | 11.49 387 | 5.91 422 | 13.76 271 | 26.68 478 | 22.03 512 | 32.92 535 | 11.86 320 | 15.27 509 | 11.48 311 | 8.08 428 | 0.16 368 | 0.15 401 | 0.02 261 | 0.09 353 | 0.09 136 | 0.44 398 |
|
| coex_refinement |  | 11.56 491 | 1.53 288 | 7.45 280 | 8.18 494 | 5.09 486 | 17.10 508 | 7.07 473 | 31.05 525 | 32.20 531 | 18.57 452 | 30.81 499 | 25.84 524 | 12.31 441 | 13.41 412 | 19.47 548 | 0.23 407 | 0.04 149 | 0.02 261 | 0.10 366 | 0.44 376 | 0.37 376 |
|
| EKT-Stereo |  | 5.73 280 | 1.42 249 | 7.85 296 | 7.16 457 | 5.35 508 | 5.22 197 | 4.41 378 | 18.13 352 | 14.05 315 | 8.77 254 | 12.85 274 | 9.55 283 | 4.26 189 | 11.19 299 | 2.45 219 | 0.45 475 | 0.23 464 | 0.07 346 | 0.10 366 | 0.16 205 | 0.87 480 |
|
| LL-Strereo2 |  | 5.54 267 | 2.17 446 | 9.12 373 | 5.65 342 | 2.54 335 | 6.48 288 | 2.27 280 | 15.08 290 | 7.79 224 | 10.99 279 | 10.26 235 | 15.94 395 | 3.50 160 | 13.25 408 | 3.63 285 | 0.00 1 | 0.13 377 | 1.34 578 | 0.10 366 | 0.30 301 | 0.19 277 |
|
| Wz-Net-MNSev |  | 18.98 586 | 6.53 567 | 33.16 608 | 10.15 549 | 7.26 576 | 38.37 638 | 16.45 607 | 34.19 570 | 43.20 601 | 30.65 593 | 40.76 592 | 40.51 620 | 19.24 557 | 27.56 592 | 28.06 616 | 0.81 539 | 0.26 486 | 0.05 315 | 0.10 366 | 1.45 523 | 0.84 474 |
|
| Pruner-Stereo |  | 6.59 314 | 1.51 282 | 8.71 346 | 6.34 406 | 0.85 151 | 5.66 233 | 4.15 369 | 13.74 270 | 11.02 272 | 18.11 438 | 22.09 392 | 15.86 394 | 5.80 273 | 11.75 332 | 5.15 352 | 0.60 503 | 0.02 89 | 0.18 443 | 0.10 366 | 0.07 109 | 0.16 244 |
|
| test-1 |  | 5.62 277 | 1.53 288 | 14.78 514 | 7.44 468 | 1.11 182 | 7.99 328 | 1.19 124 | 13.03 250 | 12.04 285 | 9.39 260 | 15.23 293 | 11.15 309 | 5.56 262 | 7.06 130 | 3.57 281 | 0.07 329 | 0.50 547 | 0.00 1 | 0.10 366 | 0.16 205 | 0.47 405 |
|
| ICVP |  | 10.07 456 | 1.73 355 | 6.11 216 | 9.08 514 | 3.31 379 | 12.25 405 | 6.56 457 | 26.30 461 | 22.52 428 | 16.49 398 | 31.80 517 | 26.94 533 | 12.42 443 | 11.35 307 | 10.92 476 | 1.17 567 | 0.57 560 | 0.17 438 | 0.10 366 | 0.58 435 | 1.07 503 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| RALAANet |  | 6.49 313 | 2.49 468 | 9.69 405 | 7.09 451 | 4.98 479 | 6.23 275 | 1.68 192 | 19.90 381 | 14.26 319 | 15.04 357 | 14.56 283 | 12.69 335 | 4.38 192 | 12.91 392 | 3.07 261 | 0.02 214 | 0.07 253 | 0.00 1 | 0.10 366 | 0.51 410 | 0.15 236 |
|
| ADLNet |  | 12.34 509 | 2.22 451 | 10.14 425 | 8.38 500 | 6.78 562 | 17.56 514 | 9.05 505 | 33.21 559 | 26.28 474 | 27.06 568 | 26.01 431 | 26.80 529 | 13.76 471 | 16.99 497 | 18.74 543 | 0.24 412 | 0.39 517 | 0.23 467 | 0.10 366 | 0.64 450 | 2.16 556 |
|
| PSMNet-RSSM |  | 9.71 440 | 1.73 355 | 6.09 215 | 7.47 471 | 4.27 435 | 10.06 355 | 6.00 429 | 29.14 496 | 21.74 419 | 15.76 377 | 32.88 534 | 22.63 485 | 13.18 459 | 12.94 394 | 9.12 451 | 0.09 335 | 0.02 89 | 0.07 346 | 0.10 366 | 0.70 460 | 0.24 318 |
|
| z-mn7 |  | 21.05 602 | 9.91 594 | 45.96 635 | 11.27 578 | 5.23 496 | 33.41 621 | 15.27 596 | 35.65 587 | 57.07 655 | 26.62 564 | 53.08 645 | 32.21 570 | 24.80 588 | 35.65 626 | 30.93 623 | 0.49 484 | 0.25 483 | 0.55 519 | 0.11 376 | 1.62 527 | 0.90 483 |
|
| rvit_0105_5 |  | 7.60 360 | 3.13 499 | 16.37 532 | 9.97 545 | 1.59 247 | 7.41 316 | 6.27 440 | 17.78 342 | 25.62 465 | 10.30 269 | 10.39 237 | 14.79 377 | 8.95 367 | 12.51 375 | 4.87 343 | 0.17 372 | 0.42 525 | 0.00 1 | 0.11 376 | 0.62 443 | 0.71 457 |
|
| CBMV |   | 13.69 537 | 3.63 510 | 8.02 310 | 5.93 372 | 2.69 346 | 22.57 554 | 12.44 567 | 29.81 508 | 31.57 520 | 31.20 596 | 33.79 547 | 31.04 558 | 17.41 537 | 25.28 581 | 14.11 508 | 0.71 519 | 0.60 562 | 0.60 524 | 0.11 376 | 1.11 503 | 1.13 507 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| test_sample7 |  | 10.45 466 | 2.24 454 | 9.90 412 | 5.32 324 | 2.01 299 | 14.98 460 | 7.44 485 | 28.75 488 | 23.91 447 | 24.38 539 | 21.03 373 | 24.64 509 | 17.82 543 | 13.58 419 | 9.82 456 | 0.59 502 | 0.87 583 | 0.39 504 | 0.12 379 | 0.66 456 | 0.47 405 |
|
| DispNO |  | 9.33 424 | 1.78 382 | 15.84 524 | 5.73 354 | 5.74 530 | 12.24 404 | 4.81 395 | 25.06 442 | 21.10 407 | 16.70 406 | 20.86 371 | 17.78 430 | 11.76 430 | 16.74 494 | 8.85 444 | 0.22 398 | 0.15 401 | 0.03 282 | 0.12 379 | 0.41 367 | 0.64 445 |
|
| CASnet |  | 3.91 199 | 1.03 133 | 4.68 116 | 4.98 280 | 0.27 16 | 4.99 179 | 2.95 322 | 11.02 211 | 11.02 272 | 10.61 274 | 11.76 260 | 4.15 165 | 1.65 83 | 5.85 99 | 1.91 167 | 0.50 487 | 0.00 1 | 0.59 523 | 0.12 379 | 0.13 183 | 0.02 15 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| GANet-ADL |  | 8.36 391 | 2.31 458 | 8.44 332 | 7.39 466 | 2.65 345 | 12.58 410 | 5.24 400 | 29.55 505 | 25.24 461 | 14.19 339 | 16.70 309 | 17.07 416 | 6.91 324 | 10.65 263 | 6.26 380 | 0.38 452 | 0.39 517 | 0.10 388 | 0.12 379 | 0.75 474 | 0.28 340 |
|
| Prome-Stereo |  | 8.10 381 | 1.28 206 | 5.48 175 | 6.50 415 | 1.51 238 | 6.70 298 | 9.42 513 | 21.08 397 | 9.13 252 | 20.88 493 | 32.84 533 | 11.95 324 | 11.86 431 | 11.75 332 | 3.97 310 | 0.01 137 | 0.02 89 | 0.18 443 | 0.12 379 | 0.41 367 | 7.01 622 |
|
| Reg-Stereo(zero) |  | 4.54 220 | 0.68 30 | 4.39 107 | 3.20 125 | 1.30 207 | 3.29 68 | 0.89 103 | 16.64 325 | 12.89 300 | 10.01 265 | 10.70 244 | 10.29 294 | 4.51 208 | 8.83 197 | 2.63 231 | 0.01 137 | 0.14 394 | 0.00 1 | 0.13 384 | 0.03 43 | 0.17 253 |
|
| AIO-test1 |  | 6.38 306 | 1.41 248 | 5.70 195 | 9.77 536 | 5.61 519 | 9.09 344 | 1.79 229 | 21.63 405 | 20.69 401 | 6.75 224 | 17.68 315 | 8.19 264 | 4.99 239 | 10.38 252 | 3.16 268 | 0.01 137 | 0.01 34 | 0.00 1 | 0.13 384 | 0.28 284 | 0.26 329 |
|
| IPLGR_C |  | 7.16 350 | 2.48 466 | 12.98 476 | 7.52 473 | 4.91 473 | 10.56 364 | 4.59 386 | 15.63 307 | 14.12 316 | 17.42 420 | 18.87 335 | 8.00 261 | 4.59 215 | 10.76 269 | 8.81 442 | 0.32 437 | 0.32 505 | 0.03 282 | 0.13 384 | 0.36 343 | 0.76 464 |
|
| HHNet |  | 7.39 355 | 1.75 367 | 7.24 268 | 3.26 131 | 3.18 372 | 5.04 187 | 6.40 448 | 19.04 368 | 15.70 343 | 20.71 492 | 32.13 524 | 10.69 300 | 5.91 276 | 10.45 255 | 4.60 331 | 0.40 464 | 0.07 253 | 0.21 459 | 0.13 384 | 0.54 419 | 0.41 389 |
|
| RAFT-RH_RVC |  | 7.73 368 | 1.25 198 | 6.99 257 | 4.83 268 | 0.90 159 | 11.76 391 | 1.53 166 | 13.00 249 | 14.43 322 | 17.51 424 | 46.41 628 | 11.02 305 | 6.30 298 | 12.68 379 | 4.93 346 | 0.51 490 | 0.04 149 | 0.12 405 | 0.13 384 | 0.09 136 | 0.09 152 |
|
| GEStereo_RVC |  | 12.81 520 | 2.49 468 | 13.64 490 | 9.68 534 | 4.97 477 | 18.16 520 | 11.30 552 | 31.26 528 | 47.47 617 | 19.84 473 | 26.97 446 | 19.03 449 | 13.19 460 | 20.14 539 | 14.86 515 | 0.83 542 | 0.51 551 | 0.10 388 | 0.13 384 | 0.54 419 | 0.99 494 |
|
| Selective-IGEV-i32 |  | 3.06 139 | 1.11 158 | 4.98 134 | 3.56 161 | 1.63 254 | 4.72 149 | 2.15 268 | 10.74 208 | 4.55 128 | 2.94 123 | 4.60 116 | 5.53 203 | 1.78 90 | 10.82 275 | 1.69 147 | 0.00 1 | 0.01 34 | 0.00 1 | 0.14 390 | 0.06 85 | 0.13 206 |
|
| DDF-Stereo |  | 3.17 148 | 1.08 147 | 4.40 108 | 4.63 257 | 4.02 422 | 3.40 73 | 1.51 161 | 5.27 26 | 1.78 33 | 0.85 7 | 2.57 55 | 1.68 78 | 4.63 218 | 8.01 160 | 2.80 241 | 0.27 425 | 0.13 377 | 0.00 1 | 0.14 390 | 16.19 650 | 0.09 152 |
|
| xyz-stereo-finetune2 |  | 5.60 276 | 1.64 336 | 5.87 203 | 2.44 56 | 0.32 25 | 15.39 469 | 1.90 247 | 10.59 203 | 5.28 158 | 10.58 273 | 17.82 317 | 7.37 252 | 8.93 366 | 14.86 448 | 8.46 437 | 0.01 137 | 0.02 89 | 0.08 357 | 0.14 390 | 0.23 248 | 0.04 73 |
|
| Selective-IGEV |  | 3.06 139 | 1.11 158 | 4.98 134 | 3.56 161 | 1.66 256 | 4.73 150 | 2.14 267 | 10.73 207 | 4.56 129 | 2.93 121 | 4.60 116 | 5.54 204 | 1.77 89 | 10.82 275 | 1.69 147 | 0.00 1 | 0.01 34 | 0.00 1 | 0.14 390 | 0.06 85 | 0.13 206 |
|
| test_4 |  | 5.47 257 | 0.98 117 | 5.56 186 | 6.55 421 | 0.62 100 | 5.53 217 | 1.88 243 | 11.68 216 | 6.00 176 | 12.60 306 | 30.86 500 | 7.48 254 | 3.87 171 | 12.25 360 | 2.97 250 | 0.00 1 | 0.07 253 | 0.03 282 | 0.14 390 | 0.34 337 | 0.04 73 |
|
| CIPLG |  | 7.15 349 | 2.44 463 | 12.82 473 | 7.38 464 | 4.93 474 | 10.51 363 | 4.56 384 | 15.17 294 | 13.25 307 | 17.45 422 | 19.75 348 | 8.42 267 | 4.60 216 | 11.41 310 | 8.31 433 | 0.33 439 | 0.32 505 | 0.03 282 | 0.14 390 | 0.37 350 | 0.72 459 |
|
| ACRE |  | 7.07 346 | 2.38 460 | 13.26 480 | 7.36 463 | 4.86 470 | 10.28 357 | 4.40 376 | 15.51 302 | 13.69 312 | 17.22 417 | 19.23 339 | 8.00 261 | 4.20 186 | 10.64 262 | 8.50 438 | 0.33 439 | 0.32 505 | 0.03 282 | 0.14 390 | 0.37 350 | 0.77 467 |
|
| GES |  | 8.51 396 | 1.98 413 | 11.82 458 | 6.39 409 | 1.77 270 | 12.36 407 | 6.22 439 | 21.55 402 | 21.34 412 | 19.02 460 | 26.02 432 | 8.79 271 | 9.34 376 | 13.94 428 | 7.24 395 | 0.38 452 | 0.10 327 | 0.30 491 | 0.14 390 | 0.69 457 | 0.73 460 |
|
| StereoDRNet |  | 15.30 549 | 4.47 531 | 14.35 507 | 10.71 562 | 8.69 600 | 25.02 574 | 11.03 547 | 39.66 618 | 35.62 560 | 29.17 583 | 28.81 465 | 34.05 588 | 17.80 542 | 18.80 516 | 23.77 581 | 0.41 466 | 0.30 498 | 0.15 429 | 0.14 390 | 1.64 529 | 1.42 522 |
|
| DisPM |  | 6.43 310 | 1.31 218 | 8.36 324 | 6.61 427 | 1.06 176 | 5.83 247 | 3.82 359 | 13.04 251 | 11.63 278 | 16.38 394 | 23.88 411 | 12.80 337 | 6.50 307 | 13.03 402 | 3.04 258 | 0.51 490 | 0.01 34 | 0.08 357 | 0.15 399 | 0.10 159 | 0.42 392 |
|
| CRFU-Net |  | 12.56 515 | 2.89 486 | 11.77 457 | 8.18 494 | 5.80 532 | 24.84 569 | 10.46 543 | 24.56 438 | 13.12 302 | 30.06 590 | 29.37 470 | 29.09 540 | 19.64 559 | 19.96 534 | 18.53 542 | 0.82 540 | 0.48 542 | 0.27 476 | 0.15 399 | 0.53 417 | 0.68 450 |
|
| DeepPruner_ROB |  | 10.77 478 | 4.56 532 | 13.13 477 | 6.37 407 | 4.28 440 | 10.14 356 | 6.86 467 | 36.42 594 | 19.59 389 | 17.87 430 | 27.37 450 | 23.19 492 | 12.26 439 | 19.09 521 | 10.23 468 | 1.05 560 | 0.48 542 | 0.23 467 | 0.15 399 | 0.89 488 | 1.17 510 |
|
| w-ln-seven |  | 21.04 601 | 9.30 586 | 55.15 654 | 11.32 580 | 9.98 612 | 30.27 606 | 18.05 620 | 37.06 602 | 55.12 647 | 36.70 623 | 43.26 613 | 33.73 584 | 22.90 573 | 22.63 565 | 29.52 619 | 0.39 461 | 0.18 425 | 0.85 550 | 0.16 402 | 2.75 559 | 1.47 525 |
|
| CBFPSM |  | 12.42 510 | 2.59 475 | 28.96 595 | 4.74 261 | 3.20 374 | 22.33 551 | 16.31 606 | 21.13 398 | 21.03 406 | 21.04 499 | 27.81 453 | 30.24 554 | 15.99 518 | 14.59 446 | 14.80 512 | 0.04 273 | 0.49 545 | 0.10 388 | 0.16 402 | 0.51 410 | 2.34 560 |
|
| PSM-AAD |  | 8.62 400 | 1.22 184 | 5.69 194 | 6.31 405 | 1.12 184 | 12.74 413 | 10.01 526 | 19.29 372 | 15.25 332 | 21.54 508 | 25.11 421 | 14.24 366 | 13.47 464 | 12.15 355 | 3.93 307 | 0.01 137 | 0.06 224 | 2.48 598 | 0.16 402 | 0.38 356 | 7.28 627 |
|
| FTStereo |  | 8.67 401 | 1.13 163 | 6.04 213 | 6.04 385 | 2.39 326 | 7.86 327 | 12.05 564 | 17.72 340 | 8.33 237 | 20.16 482 | 41.41 598 | 16.10 402 | 12.64 450 | 10.80 273 | 4.37 324 | 0.18 375 | 0.01 34 | 0.09 369 | 0.16 402 | 0.15 197 | 5.71 605 |
|
| DMCA-RVC |   | 11.41 488 | 3.32 502 | 11.68 456 | 10.12 548 | 4.81 469 | 11.92 395 | 4.11 366 | 24.67 440 | 23.66 442 | 20.06 479 | 28.51 464 | 26.71 528 | 24.96 590 | 15.95 478 | 14.82 513 | 0.41 466 | 0.34 513 | 0.56 521 | 0.16 402 | 0.72 466 | 0.69 452 |
|
| w-ln-seven-2 |  | 17.58 571 | 7.62 580 | 41.78 627 | 11.29 579 | 6.55 555 | 23.49 560 | 14.08 581 | 29.64 506 | 39.85 583 | 28.44 579 | 42.38 606 | 30.45 555 | 27.66 601 | 22.16 561 | 22.15 569 | 0.44 473 | 0.49 545 | 0.65 529 | 0.17 407 | 1.58 525 | 0.81 469 |
|
| ASMatch |  | 7.40 356 | 1.42 249 | 8.49 337 | 5.09 291 | 2.00 298 | 4.74 155 | 2.62 306 | 16.54 324 | 13.17 304 | 17.08 412 | 34.75 553 | 13.13 348 | 10.33 396 | 12.04 343 | 4.82 341 | 0.05 298 | 0.24 475 | 0.21 459 | 0.17 407 | 0.16 205 | 0.97 490 |
|
| dual_stereo |  | 1.57 30 | 0.64 21 | 2.56 4 | 2.33 48 | 0.47 67 | 2.62 35 | 0.08 13 | 4.85 18 | 1.95 39 | 1.01 14 | 0.69 26 | 1.90 96 | 0.61 32 | 10.34 250 | 0.96 74 | 0.01 137 | 0.20 438 | 0.00 1 | 0.18 409 | 0.01 1 | 0.03 46 |
|
| RSM++ |  | 3.08 142 | 1.04 134 | 5.27 155 | 4.25 225 | 0.50 75 | 5.04 187 | 2.63 307 | 10.11 187 | 4.34 124 | 3.16 131 | 4.66 121 | 6.73 231 | 1.87 97 | 9.96 240 | 1.69 147 | 0.00 1 | 0.00 1 | 0.01 236 | 0.18 409 | 0.14 189 | 0.10 164 |
|
| RSM |  | 3.10 144 | 0.98 117 | 4.86 127 | 4.17 211 | 1.08 180 | 4.76 158 | 1.83 237 | 10.14 188 | 4.21 119 | 3.38 138 | 4.34 103 | 7.82 256 | 1.75 88 | 10.69 264 | 1.64 145 | 0.00 1 | 0.03 128 | 0.00 1 | 0.18 409 | 0.13 183 | 0.07 131 |
|
| ff7 |  | 3.48 171 | 1.76 373 | 6.20 219 | 3.45 146 | 1.13 186 | 5.02 181 | 1.70 196 | 13.26 254 | 5.04 143 | 4.66 185 | 5.47 158 | 3.49 145 | 4.70 221 | 11.14 292 | 2.01 179 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 301 | 0.14 216 |
|
| IGEVStereo-DCA |  | 3.31 163 | 1.57 309 | 6.20 219 | 3.36 140 | 0.60 97 | 4.93 172 | 1.70 196 | 13.26 254 | 5.04 143 | 3.79 151 | 4.58 114 | 4.53 177 | 4.00 177 | 10.13 246 | 2.09 190 | 0.00 1 | 0.06 224 | 0.00 1 | 0.18 409 | 0.12 174 | 0.14 216 |
|
| ffff |  | 3.48 171 | 1.76 373 | 6.20 219 | 3.45 146 | 1.13 186 | 5.02 181 | 1.70 196 | 13.26 254 | 5.04 143 | 4.66 185 | 5.47 158 | 3.49 145 | 4.70 221 | 11.14 292 | 2.01 179 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 301 | 0.14 216 |
|
| 11t |  | 3.48 171 | 1.76 373 | 6.20 219 | 3.45 146 | 1.13 186 | 5.02 181 | 1.70 196 | 13.26 254 | 5.04 143 | 4.66 185 | 5.47 158 | 3.49 145 | 4.70 221 | 11.14 292 | 2.01 179 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 301 | 0.14 216 |
|
| anonymousdsp2 |  | 5.93 288 | 1.54 293 | 8.34 322 | 4.43 244 | 0.38 46 | 9.24 348 | 4.11 366 | 21.92 412 | 17.36 363 | 12.28 291 | 10.08 230 | 10.05 290 | 4.42 194 | 11.04 285 | 2.54 224 | 0.01 137 | 0.02 89 | 0.30 491 | 0.18 409 | 0.21 230 | 0.18 263 |
|
| anonymousdsp |  | 3.51 176 | 1.75 367 | 5.66 192 | 3.49 154 | 1.13 186 | 5.04 187 | 1.74 214 | 13.69 266 | 5.07 149 | 4.83 190 | 5.42 153 | 4.25 167 | 4.44 199 | 11.14 292 | 1.98 176 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.31 313 | 0.13 206 |
|
| anonymousa |  | 9.03 410 | 1.62 330 | 8.03 311 | 4.19 216 | 5.53 517 | 15.37 468 | 3.81 358 | 18.55 358 | 21.20 410 | 18.28 442 | 30.99 502 | 20.79 466 | 13.42 462 | 10.58 257 | 7.57 406 | 0.00 1 | 0.05 187 | 0.29 487 | 0.18 409 | 0.10 159 | 0.11 181 |
|
| ccc-4 |  | 3.48 171 | 1.76 373 | 6.20 219 | 3.45 146 | 1.13 186 | 5.02 181 | 1.70 196 | 13.26 254 | 5.04 143 | 4.66 185 | 5.47 158 | 3.49 145 | 4.70 221 | 11.14 292 | 2.01 179 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.30 301 | 0.14 216 |
|
| IGEV-Stereo |   | 3.52 177 | 1.75 367 | 5.67 193 | 3.49 154 | 1.12 184 | 5.04 187 | 1.73 210 | 13.70 267 | 5.07 149 | 4.83 190 | 5.42 153 | 4.27 168 | 4.43 198 | 11.15 297 | 1.98 176 | 0.00 1 | 0.04 149 | 0.00 1 | 0.18 409 | 0.31 313 | 0.12 191 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| FADNet-RVC |  | 13.27 531 | 11.57 612 | 39.71 620 | 7.94 487 | 4.50 458 | 15.41 470 | 6.95 472 | 27.96 479 | 22.98 433 | 20.37 485 | 30.73 496 | 26.86 531 | 11.31 418 | 20.50 551 | 14.28 509 | 0.14 357 | 0.14 394 | 0.13 417 | 0.18 409 | 2.83 561 | 0.86 478 |
|
| zh-mn7 |  | 21.99 611 | 13.21 616 | 53.55 646 | 10.73 564 | 5.68 524 | 27.38 591 | 14.94 591 | 34.53 576 | 56.55 653 | 40.02 632 | 57.13 657 | 31.28 560 | 23.73 578 | 35.83 628 | 30.28 621 | 0.95 552 | 0.44 531 | 0.22 463 | 0.19 422 | 1.26 513 | 1.86 539 |
|
| LG-Stereo_Zeroshot |  | 2.77 114 | 0.90 102 | 5.49 176 | 4.91 278 | 1.75 267 | 3.75 87 | 0.85 98 | 7.14 95 | 3.33 101 | 3.51 144 | 10.67 242 | 2.03 102 | 5.26 253 | 3.11 34 | 1.80 156 | 0.00 1 | 0.06 224 | 0.00 1 | 0.19 422 | 0.43 373 | 0.19 277 |
|
| DEFOM-Stereo_RVC |  | 3.18 151 | 6.90 575 | 3.85 68 | 10.48 559 | 1.59 247 | 4.71 148 | 0.47 63 | 8.39 145 | 2.76 70 | 2.34 96 | 3.12 67 | 0.74 44 | 7.20 331 | 9.02 209 | 1.62 142 | 0.00 1 | 0.14 394 | 0.00 1 | 0.19 422 | 0.02 9 | 0.03 46 |
|
| Occ-G |  | 3.68 188 | 1.07 144 | 4.68 116 | 3.11 119 | 1.26 205 | 3.63 83 | 6.75 465 | 7.88 120 | 4.90 140 | 4.37 175 | 8.36 201 | 9.68 286 | 4.39 193 | 9.65 226 | 3.23 273 | 0.00 1 | 0.11 348 | 0.00 1 | 0.19 422 | 0.19 222 | 0.07 131 |
|
| PFNet |  | 7.91 374 | 1.44 259 | 11.60 454 | 7.03 447 | 2.42 327 | 7.60 324 | 6.03 433 | 23.36 426 | 17.24 361 | 20.29 484 | 17.67 314 | 15.44 389 | 7.71 339 | 13.02 401 | 5.71 369 | 0.24 412 | 0.20 438 | 0.12 405 | 0.19 422 | 0.31 313 | 0.61 437 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 168 | 0.76 45 | 17.99 551 | 1.92 9 | 2.08 303 | 4.60 137 | 1.60 179 | 7.55 108 | 3.25 94 | 2.62 108 | 5.03 141 | 3.50 149 | 4.57 212 | 1.99 5 | 0.60 19 | 0.04 273 | 0.16 412 | 0.00 1 | 0.20 427 | 0.89 488 | 9.42 641 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 168 | 0.76 45 | 17.99 551 | 1.92 9 | 2.08 303 | 4.60 137 | 1.60 179 | 7.55 108 | 3.25 94 | 2.62 108 | 5.03 141 | 3.50 149 | 4.57 212 | 1.99 5 | 0.60 19 | 0.04 273 | 0.16 412 | 0.00 1 | 0.20 427 | 0.89 488 | 9.42 641 |
|
| mmm |  | 7.72 367 | 1.50 279 | 8.56 340 | 5.29 321 | 1.89 286 | 14.14 441 | 5.70 418 | 18.42 354 | 11.02 272 | 16.04 384 | 23.78 407 | 17.00 410 | 10.03 390 | 12.03 340 | 7.54 404 | 0.12 351 | 0.07 253 | 0.50 514 | 0.20 427 | 0.31 313 | 0.18 263 |
|
| RAFT + AFF |  | 10.27 462 | 3.77 515 | 17.13 536 | 10.24 553 | 4.97 477 | 13.08 419 | 11.52 556 | 25.69 451 | 25.80 466 | 14.72 347 | 16.12 303 | 19.16 452 | 11.35 419 | 16.24 486 | 9.04 449 | 0.30 433 | 1.46 602 | 0.66 530 | 0.20 427 | 2.03 547 | 1.94 544 |
|
| DDVS |  | 10.70 473 | 3.00 493 | 11.95 461 | 6.84 442 | 3.80 407 | 15.73 476 | 2.83 318 | 23.57 428 | 17.37 364 | 20.98 495 | 29.89 483 | 31.40 563 | 8.70 360 | 19.22 525 | 13.19 496 | 0.74 527 | 1.53 604 | 0.07 346 | 0.21 431 | 0.84 483 | 2.11 550 |
|
| MyStereo8 |  | 7.13 347 | 2.48 466 | 10.86 443 | 6.81 440 | 4.98 479 | 10.73 368 | 1.42 148 | 14.58 283 | 9.73 257 | 15.75 376 | 23.16 403 | 12.17 331 | 7.96 348 | 9.85 235 | 10.21 467 | 0.04 273 | 0.19 432 | 0.08 357 | 0.21 431 | 0.58 435 | 0.82 471 |
|
| MSMDNet |  | 9.64 436 | 1.77 379 | 10.63 435 | 4.83 268 | 2.90 359 | 16.35 498 | 2.37 287 | 29.33 500 | 34.29 549 | 17.43 421 | 22.10 393 | 19.05 450 | 7.79 343 | 12.11 354 | 6.87 388 | 0.23 407 | 0.46 538 | 0.67 531 | 0.21 431 | 2.77 560 | 0.60 435 |
|
| Pointernet |  | 3.22 157 | 0.84 73 | 5.79 201 | 3.22 129 | 0.35 37 | 5.27 202 | 0.37 54 | 16.46 322 | 5.96 175 | 4.11 166 | 6.81 182 | 4.84 185 | 2.73 130 | 4.78 79 | 2.52 223 | 0.00 1 | 0.15 401 | 0.00 1 | 0.22 434 | 0.04 64 | 0.02 15 |
|
| rrr |  | 3.26 159 | 1.57 309 | 7.72 292 | 3.36 140 | 0.60 97 | 4.93 172 | 1.59 176 | 10.72 206 | 5.11 153 | 3.79 151 | 4.58 114 | 4.53 177 | 4.00 177 | 10.13 246 | 2.09 190 | 0.00 1 | 0.06 224 | 0.00 1 | 0.22 434 | 0.12 174 | 0.18 263 |
|
| PCWNet_CMD |  | 9.64 436 | 1.77 379 | 10.59 434 | 4.80 267 | 2.90 359 | 16.25 497 | 2.42 294 | 29.37 502 | 34.10 545 | 17.41 419 | 22.04 391 | 19.10 451 | 7.70 338 | 12.05 344 | 6.86 387 | 0.22 398 | 0.45 536 | 0.80 542 | 0.22 434 | 3.11 569 | 0.69 452 |
|
| CFNet_ucs |  | 10.25 460 | 1.91 399 | 11.88 459 | 4.98 280 | 4.08 424 | 15.11 463 | 3.57 352 | 28.02 481 | 31.98 528 | 18.21 441 | 25.20 423 | 23.27 493 | 9.38 377 | 13.38 410 | 7.22 394 | 0.23 407 | 0.81 578 | 1.65 583 | 0.22 434 | 3.01 565 | 0.93 487 |
|
| cross-raft |  | 5.37 255 | 1.23 189 | 6.66 237 | 5.91 370 | 1.25 203 | 6.00 262 | 1.48 152 | 15.82 312 | 7.70 222 | 12.95 315 | 20.80 369 | 11.63 314 | 4.42 194 | 8.59 178 | 2.23 205 | 0.01 137 | 0.21 446 | 0.00 1 | 0.22 434 | 0.21 230 | 0.10 164 |
|
| SFCPSM |  | 8.85 406 | 1.40 244 | 11.34 449 | 5.23 319 | 3.47 389 | 16.55 503 | 7.18 480 | 30.71 521 | 25.24 461 | 16.45 396 | 19.45 342 | 11.10 308 | 9.61 382 | 11.88 336 | 5.52 365 | 0.22 398 | 0.17 417 | 0.36 500 | 0.22 434 | 0.29 292 | 0.58 432 |
|
| CFNet-ft |   | 9.87 447 | 2.18 449 | 5.49 176 | 7.45 469 | 5.25 498 | 15.76 477 | 5.98 427 | 21.89 409 | 21.87 420 | 14.96 353 | 30.02 485 | 25.68 522 | 13.68 468 | 12.46 371 | 10.94 478 | 0.08 333 | 0.06 224 | 1.83 584 | 0.22 434 | 1.09 500 | 0.43 395 |
|
| GANet |  | 16.92 564 | 4.32 529 | 12.46 468 | 10.84 568 | 4.24 432 | 23.04 557 | 15.36 599 | 39.91 621 | 34.47 550 | 32.42 605 | 45.10 622 | 40.04 618 | 27.54 599 | 23.61 572 | 20.20 555 | 1.02 559 | 0.08 288 | 0.67 531 | 0.22 434 | 1.87 539 | 0.97 490 |
|
| CFNet_RVC |  | 9.87 447 | 2.18 449 | 5.49 176 | 7.45 469 | 5.25 498 | 15.76 477 | 5.98 427 | 21.89 409 | 21.87 420 | 14.96 353 | 30.02 485 | 25.68 522 | 13.68 468 | 12.46 371 | 10.94 478 | 0.08 333 | 0.06 224 | 1.83 584 | 0.22 434 | 1.09 500 | 0.43 395 |
|
| AdaDepth |  | 2.20 67 | 0.82 63 | 4.90 130 | 3.27 133 | 2.91 361 | 3.54 82 | 0.70 83 | 5.30 30 | 3.05 88 | 1.73 60 | 3.31 72 | 0.49 28 | 1.60 77 | 10.91 280 | 0.96 74 | 0.03 252 | 0.11 348 | 0.00 1 | 0.23 443 | 0.04 64 | 0.03 46 |
|
| DilatedVolume-Stereo |   | 4.23 214 | 1.38 240 | 5.58 190 | 3.85 193 | 1.58 245 | 10.80 372 | 1.02 113 | 11.59 215 | 5.65 170 | 11.75 283 | 9.98 222 | 4.54 179 | 3.29 150 | 9.83 234 | 3.01 253 | 0.05 298 | 0.18 425 | 0.08 357 | 0.23 443 | 0.08 126 | 0.06 115 |
|
| SCV_C0 |  | 3.23 158 | 1.31 218 | 6.44 229 | 3.20 125 | 0.82 148 | 4.84 165 | 1.61 182 | 10.34 194 | 6.85 196 | 2.74 116 | 4.91 134 | 6.26 219 | 1.81 94 | 11.06 287 | 1.50 129 | 0.11 346 | 0.06 224 | 0.00 1 | 0.23 443 | 0.33 331 | 0.11 181 |
|
| Sa-1000 |  | 8.38 392 | 1.50 279 | 8.13 314 | 7.56 475 | 0.89 157 | 14.39 446 | 2.47 295 | 24.31 437 | 23.74 444 | 15.18 366 | 28.35 462 | 11.42 312 | 8.85 364 | 16.20 485 | 3.28 275 | 0.17 372 | 0.23 464 | 0.15 429 | 0.23 443 | 0.46 382 | 0.19 277 |
|
| NF-Stereo |  | 6.72 324 | 1.59 315 | 8.93 352 | 6.60 425 | 0.73 136 | 6.27 279 | 3.38 340 | 20.21 390 | 18.01 374 | 13.22 323 | 19.46 344 | 11.82 318 | 6.16 288 | 12.39 366 | 4.74 335 | 0.33 439 | 0.06 224 | 0.20 454 | 0.23 443 | 0.08 126 | 0.05 101 |
|
| OCTAStereo |  | 6.74 327 | 1.59 315 | 8.96 359 | 6.60 425 | 0.72 131 | 6.25 276 | 3.50 343 | 20.20 384 | 18.03 375 | 13.21 320 | 19.45 342 | 12.07 330 | 6.16 288 | 12.36 365 | 4.78 336 | 0.35 446 | 0.06 224 | 0.20 454 | 0.23 443 | 0.09 136 | 0.05 101 |
|
| RE-Stereo |  | 6.73 325 | 1.58 312 | 8.94 354 | 6.59 422 | 0.71 122 | 6.27 279 | 3.51 345 | 20.20 384 | 17.99 372 | 13.21 320 | 19.46 344 | 11.94 322 | 6.20 290 | 12.34 363 | 4.79 339 | 0.34 443 | 0.05 187 | 0.20 454 | 0.23 443 | 0.09 136 | 0.05 101 |
|
| TVStereo |  | 6.73 325 | 1.58 312 | 8.94 354 | 6.59 422 | 0.71 122 | 6.27 279 | 3.51 345 | 20.20 384 | 17.99 372 | 13.21 320 | 19.46 344 | 11.94 322 | 6.20 290 | 12.34 363 | 4.79 339 | 0.34 443 | 0.05 187 | 0.20 454 | 0.23 443 | 0.09 136 | 0.05 101 |
|
| Syn2CoEx |  | 17.03 565 | 10.40 600 | 25.65 586 | 20.35 632 | 8.02 593 | 26.28 583 | 11.27 551 | 37.16 603 | 32.69 537 | 28.89 580 | 40.17 589 | 29.27 544 | 26.63 594 | 19.19 523 | 17.63 537 | 0.98 554 | 0.54 556 | 1.23 576 | 0.23 443 | 1.82 536 | 2.24 557 |
|
| UCFNet_RVC |  | 9.48 430 | 2.12 442 | 4.89 129 | 7.03 447 | 3.78 404 | 16.05 483 | 6.37 446 | 28.25 484 | 20.00 396 | 15.93 383 | 23.07 402 | 25.21 518 | 12.79 452 | 12.57 378 | 8.01 425 | 0.07 329 | 0.04 149 | 1.17 568 | 0.23 443 | 1.31 518 | 0.69 452 |
|
| GREAT-IGEV |   | 2.18 66 | 1.15 169 | 4.04 84 | 2.89 100 | 0.69 115 | 2.95 50 | 0.20 41 | 5.82 46 | 5.88 173 | 0.92 10 | 5.07 144 | 1.08 53 | 1.46 74 | 9.60 225 | 0.86 60 | 0.00 1 | 0.13 377 | 0.00 1 | 0.24 453 | 0.14 189 | 0.46 404 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| SCV |  | 3.20 154 | 1.40 244 | 5.96 208 | 4.71 260 | 0.71 122 | 4.21 107 | 1.70 196 | 10.94 209 | 6.06 177 | 1.85 68 | 4.80 131 | 6.16 215 | 2.74 131 | 9.82 233 | 1.74 152 | 0.05 298 | 0.09 307 | 0.00 1 | 0.24 453 | 0.50 406 | 0.30 348 |
|
| IGEV-Stereo+ |  | 2.77 114 | 0.92 105 | 4.09 90 | 3.14 121 | 4.62 464 | 2.57 34 | 0.70 83 | 4.34 8 | 2.29 45 | 1.76 64 | 0.59 21 | 0.77 46 | 3.49 159 | 8.65 185 | 0.68 28 | 0.03 252 | 0.10 327 | 0.00 1 | 0.24 453 | 5.77 605 | 10.68 645 |
|
| MC-Stereo |  | 3.99 205 | 0.95 109 | 4.70 120 | 5.09 291 | 0.44 64 | 3.77 88 | 1.79 229 | 9.86 183 | 7.05 208 | 6.34 220 | 13.35 278 | 6.83 235 | 6.34 300 | 10.80 273 | 1.75 153 | 0.00 1 | 0.11 348 | 0.06 335 | 0.24 453 | 0.12 174 | 0.14 216 |
|
| CFNet_pseudo |  | 9.58 433 | 1.91 399 | 10.73 438 | 4.53 248 | 2.91 361 | 14.26 443 | 2.75 312 | 26.73 467 | 32.14 529 | 17.10 413 | 23.02 401 | 22.14 481 | 8.74 362 | 12.17 356 | 7.43 398 | 0.20 387 | 0.45 536 | 1.24 577 | 0.24 453 | 2.49 554 | 0.49 413 |
|
| pcwnet_v2 |  | 12.32 507 | 2.00 416 | 17.53 541 | 7.79 484 | 5.69 526 | 17.06 507 | 3.69 356 | 36.52 595 | 46.17 614 | 20.55 486 | 29.39 475 | 16.50 404 | 13.00 458 | 15.70 463 | 9.32 453 | 0.50 487 | 1.00 590 | 0.34 496 | 0.24 453 | 2.00 544 | 1.38 520 |
|
| aanet-new-24k |  | 2.30 75 | 1.22 184 | 5.12 145 | 2.70 81 | 1.53 240 | 5.69 240 | 1.70 196 | 6.27 65 | 1.48 16 | 2.45 101 | 5.91 169 | 2.25 112 | 4.48 203 | 3.69 51 | 1.10 96 | 0.00 1 | 0.03 128 | 0.01 236 | 0.25 459 | 0.11 169 | 0.02 15 |
|
| model_zeroshot |  | 5.12 240 | 1.53 288 | 9.70 406 | 5.33 325 | 1.54 244 | 8.71 340 | 2.23 276 | 15.60 306 | 8.29 236 | 13.74 331 | 10.02 227 | 10.57 298 | 2.97 136 | 8.47 174 | 2.61 227 | 0.02 214 | 0.18 425 | 0.14 422 | 0.25 459 | 0.06 85 | 0.34 366 |
|
| MoCha-V2 |  | 3.20 154 | 0.92 105 | 4.82 125 | 5.09 291 | 0.40 48 | 4.63 140 | 1.37 145 | 9.81 181 | 5.41 162 | 5.58 205 | 5.26 147 | 2.63 126 | 6.48 305 | 9.90 237 | 1.15 105 | 0.02 214 | 0.24 475 | 0.00 1 | 0.25 459 | 0.07 109 | 0.04 73 |
|
| ccs_rob |  | 9.61 435 | 1.92 403 | 10.72 437 | 4.55 250 | 2.89 358 | 14.33 445 | 2.86 320 | 26.85 468 | 32.36 532 | 17.05 411 | 22.91 400 | 22.12 480 | 8.70 360 | 12.10 352 | 7.44 399 | 0.19 379 | 0.44 531 | 1.38 579 | 0.25 459 | 2.68 557 | 0.57 430 |
|
| XPNet_ROB |  | 17.33 570 | 4.84 536 | 15.44 517 | 11.15 574 | 6.64 556 | 20.88 540 | 16.10 603 | 36.26 593 | 39.54 579 | 31.80 602 | 41.32 597 | 41.30 625 | 23.91 579 | 24.67 576 | 27.40 605 | 1.07 563 | 0.74 573 | 0.79 540 | 0.25 459 | 1.10 502 | 1.31 516 |
|
| GCAP-Stereo-DPT26K |  | 2.09 58 | 1.04 134 | 5.75 197 | 2.56 72 | 0.65 108 | 2.75 41 | 1.75 217 | 8.35 142 | 1.65 28 | 2.30 95 | 3.44 78 | 1.73 80 | 3.12 141 | 5.03 86 | 1.14 104 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 464 | 0.09 136 | 0.11 181 |
|
| IGEV-FE |  | 5.28 249 | 2.03 429 | 14.26 503 | 6.10 391 | 1.33 218 | 4.32 112 | 1.03 116 | 14.46 278 | 6.50 186 | 13.33 325 | 11.86 261 | 11.00 303 | 3.47 157 | 10.71 266 | 3.65 288 | 0.03 252 | 0.22 456 | 0.15 429 | 0.26 464 | 0.80 479 | 0.20 282 |
|
| castereo |  | 3.96 202 | 1.45 261 | 4.33 102 | 3.73 181 | 1.04 172 | 6.35 283 | 7.23 482 | 9.95 184 | 15.86 348 | 3.01 127 | 7.69 197 | 3.59 152 | 7.43 334 | 5.17 87 | 1.88 163 | 0.03 252 | 0.13 377 | 0.00 1 | 0.26 464 | 0.07 109 | 0.03 46 |
|
| IGEV_Zeroshot_test |  | 5.28 249 | 2.03 429 | 14.26 503 | 6.09 388 | 1.33 218 | 4.32 112 | 1.03 116 | 14.46 278 | 6.50 186 | 13.33 325 | 11.89 262 | 11.01 304 | 3.45 154 | 10.71 266 | 3.64 286 | 0.03 252 | 0.22 456 | 0.15 429 | 0.26 464 | 0.80 479 | 0.20 282 |
|
| Selective-RAFT |  | 5.78 284 | 0.83 67 | 10.24 427 | 6.70 432 | 0.72 131 | 15.49 474 | 1.13 121 | 13.82 275 | 15.41 336 | 6.97 234 | 6.97 187 | 11.63 314 | 8.27 353 | 12.32 362 | 4.73 334 | 0.10 341 | 0.01 34 | 0.00 1 | 0.26 464 | 0.07 109 | 0.03 46 |
|
| DRaft |  | 9.27 421 | 1.23 189 | 9.08 371 | 3.62 172 | 0.78 141 | 13.27 423 | 5.89 421 | 16.97 329 | 29.57 498 | 21.15 503 | 38.46 580 | 10.09 292 | 13.98 478 | 11.58 319 | 7.91 421 | 0.43 471 | 0.30 498 | 0.06 335 | 0.26 464 | 0.26 270 | 0.45 402 |
|
| PWC_ROB |   | 18.37 581 | 10.55 601 | 25.19 584 | 10.21 551 | 6.29 552 | 23.75 561 | 4.79 392 | 35.93 590 | 48.75 623 | 32.56 606 | 44.46 621 | 34.68 593 | 24.78 587 | 30.99 607 | 25.72 598 | 1.38 574 | 0.08 288 | 1.57 581 | 0.26 464 | 2.18 550 | 3.17 579 |
|
| test_xeample3 |  | 3.34 164 | 1.54 293 | 7.67 289 | 3.33 139 | 0.68 111 | 5.74 243 | 1.63 185 | 12.05 222 | 3.88 115 | 6.71 222 | 3.81 89 | 3.17 139 | 3.34 152 | 10.59 259 | 2.07 187 | 0.00 1 | 0.02 89 | 0.00 1 | 0.27 471 | 0.13 183 | 0.16 244 |
|
| FINET |  | 15.49 550 | 6.08 557 | 24.99 583 | 8.12 492 | 7.69 584 | 21.80 548 | 22.35 636 | 33.76 564 | 48.27 619 | 25.99 557 | 32.27 526 | 19.48 457 | 16.83 528 | 19.07 520 | 16.38 528 | 1.37 572 | 0.70 570 | 0.95 557 | 0.27 471 | 2.61 556 | 0.90 483 |
|
| TDLM |  | 12.98 525 | 3.78 516 | 9.77 408 | 10.75 566 | 4.94 475 | 16.10 487 | 14.08 581 | 35.05 580 | 31.87 522 | 22.36 515 | 26.51 442 | 26.09 526 | 14.97 504 | 24.73 578 | 13.11 495 | 1.05 560 | 0.05 187 | 1.21 572 | 0.27 471 | 1.83 537 | 1.00 496 |
|
| qqai |  | 1.38 17 | 0.60 12 | 3.39 42 | 2.92 103 | 0.35 37 | 1.60 13 | 0.11 23 | 5.17 24 | 3.33 101 | 1.10 17 | 0.34 11 | 3.06 137 | 0.27 5 | 4.38 68 | 0.57 15 | 0.02 214 | 0.06 224 | 0.00 1 | 0.28 474 | 0.02 9 | 0.03 46 |
|
| sAnonymous2 |  | 6.59 314 | 6.21 562 | 19.05 558 | 8.91 509 | 5.27 502 | 4.58 133 | 6.69 461 | 15.56 304 | 11.12 275 | 4.86 192 | 8.71 206 | 3.81 156 | 7.93 345 | 7.38 140 | 2.89 244 | 0.09 335 | 0.07 253 | 0.05 315 | 0.28 474 | 11.25 635 | 7.10 624 |
|
| CroCo_RVC |  | 6.59 314 | 6.21 562 | 19.05 558 | 8.91 509 | 5.27 502 | 4.58 133 | 6.69 461 | 15.56 304 | 11.12 275 | 4.86 192 | 8.71 206 | 3.81 156 | 7.93 345 | 7.38 140 | 2.89 244 | 0.09 335 | 0.07 253 | 0.05 315 | 0.28 474 | 11.25 635 | 7.10 624 |
|
| DRN-Test |  | 15.88 551 | 3.83 519 | 14.70 512 | 9.96 544 | 8.02 593 | 28.93 599 | 14.65 586 | 42.34 632 | 38.25 577 | 28.18 577 | 34.31 552 | 29.22 543 | 18.35 549 | 20.01 535 | 22.68 575 | 0.37 451 | 0.41 521 | 0.46 509 | 0.28 474 | 1.28 514 | 1.34 517 |
|
| aanet-new-28k |  | 2.16 64 | 1.14 165 | 7.58 283 | 2.96 110 | 0.49 73 | 4.51 127 | 1.81 235 | 6.35 71 | 2.32 46 | 1.74 61 | 4.46 110 | 1.54 71 | 4.71 225 | 2.29 12 | 0.81 44 | 0.00 1 | 0.04 149 | 0.00 1 | 0.29 478 | 0.07 109 | 0.08 146 |
|
| IGEV-RUCA |  | 3.00 133 | 1.12 162 | 4.51 111 | 4.78 266 | 2.30 319 | 6.18 273 | 1.80 231 | 7.24 101 | 4.79 134 | 2.63 110 | 4.91 134 | 4.06 161 | 2.44 122 | 9.70 230 | 1.50 129 | 0.14 357 | 0.26 486 | 0.21 459 | 0.29 478 | 0.74 473 | 0.35 371 |
|
| ITSA-stereo |  | 11.44 489 | 2.03 429 | 10.92 445 | 5.90 369 | 1.78 272 | 12.05 401 | 4.17 370 | 36.77 597 | 49.15 624 | 18.17 439 | 18.53 332 | 21.79 476 | 12.59 449 | 15.74 464 | 14.05 507 | 0.45 475 | 0.39 517 | 0.28 483 | 0.29 478 | 0.98 494 | 2.81 566 |
|
| MSKI-zero shot |  | 4.76 232 | 1.56 305 | 5.98 209 | 5.14 302 | 1.13 186 | 6.55 294 | 1.55 170 | 12.76 244 | 8.06 228 | 10.44 271 | 11.50 258 | 13.47 358 | 2.38 116 | 12.07 350 | 1.90 165 | 0.01 137 | 0.20 438 | 0.02 261 | 0.29 478 | 0.14 189 | 0.14 216 |
|
| SACVNet |  | 13.38 534 | 4.08 524 | 11.41 452 | 11.67 583 | 5.79 531 | 17.28 509 | 9.39 512 | 32.77 552 | 22.29 424 | 28.11 576 | 33.35 540 | 32.48 572 | 21.86 570 | 19.75 530 | 10.28 469 | 1.00 556 | 0.48 542 | 0.85 550 | 0.29 478 | 1.31 518 | 3.08 572 |
|
| XX-Stereo |  | 6.14 301 | 1.47 264 | 9.11 372 | 11.87 588 | 6.76 560 | 3.27 66 | 0.93 106 | 15.13 292 | 5.43 163 | 8.79 256 | 28.46 463 | 13.71 361 | 2.22 106 | 11.51 314 | 2.07 187 | 0.20 387 | 0.24 475 | 0.08 357 | 0.29 478 | 1.04 498 | 0.13 206 |
|
| Gwc-CoAtRS |  | 5.54 267 | 1.22 184 | 8.40 328 | 4.28 229 | 1.36 226 | 6.93 306 | 1.31 135 | 15.48 301 | 15.03 327 | 12.62 307 | 13.32 277 | 12.74 336 | 5.71 270 | 8.61 179 | 2.98 252 | 0.01 137 | 0.22 456 | 0.00 1 | 0.29 478 | 0.28 284 | 0.07 131 |
|
| Pro-Stereo |  | 1.58 32 | 0.49 1 | 3.02 22 | 2.86 96 | 0.49 73 | 5.49 214 | 0.77 91 | 2.05 4 | 1.90 38 | 1.48 45 | 1.19 35 | 1.46 65 | 0.15 1 | 8.09 165 | 1.54 132 | 0.16 368 | 0.03 128 | 0.00 1 | 0.30 485 | 0.04 64 | 0.02 15 |
|
| FACV-RUCA |  | 7.66 365 | 1.94 407 | 9.40 387 | 7.72 482 | 6.03 540 | 12.99 418 | 3.10 328 | 19.47 374 | 18.51 380 | 12.27 289 | 18.43 328 | 8.28 265 | 10.16 392 | 11.38 308 | 5.62 366 | 0.36 448 | 0.62 564 | 4.36 613 | 0.30 485 | 1.72 534 | 0.55 424 |
|
| DCRE |  | 6.07 300 | 1.75 367 | 8.41 329 | 7.20 458 | 3.82 408 | 6.48 288 | 4.18 373 | 15.52 303 | 10.42 266 | 9.24 258 | 22.47 397 | 11.71 316 | 5.46 256 | 10.62 261 | 3.02 256 | 0.02 214 | 0.26 486 | 0.05 315 | 0.30 485 | 0.15 197 | 0.24 318 |
|
| SA |  | 7.93 375 | 1.54 293 | 9.13 375 | 7.98 489 | 0.64 104 | 5.85 251 | 2.29 281 | 22.27 414 | 24.54 458 | 13.17 319 | 31.07 504 | 8.87 273 | 10.32 395 | 16.49 490 | 3.12 265 | 0.04 273 | 0.12 361 | 0.17 438 | 0.30 485 | 0.45 378 | 0.17 253 |
|
| PFNet+ |  | 6.68 320 | 1.40 244 | 9.60 394 | 5.64 341 | 0.85 151 | 5.79 246 | 1.74 214 | 13.63 264 | 15.30 333 | 17.88 431 | 21.38 380 | 14.52 372 | 6.07 283 | 12.74 385 | 4.89 344 | 0.63 512 | 0.20 438 | 0.11 401 | 0.30 485 | 0.05 78 | 0.91 486 |
|
| test_3 |  | 5.55 270 | 1.02 127 | 8.07 312 | 6.18 396 | 0.54 83 | 9.00 342 | 3.28 331 | 13.55 262 | 18.66 382 | 11.97 286 | 8.89 208 | 13.98 364 | 4.05 179 | 8.96 203 | 2.10 193 | 0.00 1 | 0.05 187 | 0.00 1 | 0.31 490 | 0.26 270 | 0.18 263 |
|
| GMStereo |   | 5.94 289 | 3.84 520 | 10.86 443 | 5.13 301 | 0.71 122 | 7.27 314 | 2.66 309 | 12.38 228 | 25.14 460 | 12.01 288 | 10.66 241 | 5.12 190 | 3.46 156 | 11.39 309 | 6.16 379 | 0.45 475 | 0.02 89 | 0.05 315 | 0.31 490 | 0.86 485 | 0.25 325 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| RTSC |  | 19.64 590 | 9.36 588 | 31.06 604 | 10.99 571 | 6.24 549 | 28.10 594 | 10.14 533 | 37.50 606 | 58.34 659 | 31.74 600 | 36.70 565 | 32.50 574 | 21.03 569 | 36.00 631 | 37.24 642 | 1.23 569 | 0.44 531 | 0.12 405 | 0.31 490 | 1.98 542 | 1.69 536 |
|
| DN |  | 3.83 196 | 1.19 179 | 4.90 130 | 4.27 227 | 3.75 403 | 6.26 278 | 0.71 85 | 11.51 214 | 11.19 277 | 3.90 157 | 5.72 166 | 10.08 291 | 2.26 112 | 7.28 135 | 1.96 172 | 0.00 1 | 0.20 438 | 0.32 493 | 0.32 493 | 0.32 323 | 0.53 419 |
|
| AEACV |  | 3.17 148 | 1.11 158 | 5.39 165 | 4.55 250 | 5.35 508 | 4.29 111 | 1.60 179 | 6.21 62 | 5.43 163 | 3.08 130 | 7.85 200 | 4.23 166 | 6.55 309 | 5.51 89 | 1.56 135 | 0.00 1 | 0.09 307 | 0.03 282 | 0.32 493 | 0.20 226 | 0.12 191 |
|
| test-3 |  | 5.21 245 | 1.06 137 | 7.71 291 | 4.19 216 | 0.59 93 | 6.72 300 | 3.01 324 | 12.96 246 | 17.49 366 | 12.53 302 | 8.65 203 | 13.20 349 | 4.14 183 | 9.00 207 | 2.11 194 | 0.00 1 | 0.05 187 | 0.00 1 | 0.32 493 | 0.25 259 | 0.18 263 |
|
| test_1 |  | 5.20 243 | 1.06 137 | 7.72 292 | 4.21 218 | 0.59 93 | 6.69 297 | 3.03 326 | 12.98 248 | 17.51 367 | 12.35 292 | 8.66 205 | 13.20 349 | 4.12 181 | 9.00 207 | 2.11 194 | 0.00 1 | 0.05 187 | 0.00 1 | 0.32 493 | 0.25 259 | 0.18 263 |
|
| StereoDRNet-Refined |  | 13.36 533 | 2.80 480 | 10.82 441 | 7.94 487 | 3.10 370 | 18.95 527 | 4.45 379 | 28.47 486 | 29.65 500 | 29.11 582 | 41.47 599 | 24.44 506 | 17.64 539 | 23.34 569 | 21.66 562 | 0.16 368 | 0.07 253 | 0.53 517 | 0.32 493 | 0.77 477 | 1.64 533 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| DF |  | 3.48 171 | 1.24 196 | 6.65 235 | 4.11 207 | 1.07 177 | 4.50 125 | 1.71 208 | 8.04 127 | 4.39 126 | 3.91 160 | 9.37 217 | 9.95 289 | 1.48 76 | 9.73 231 | 2.61 227 | 0.01 137 | 0.22 456 | 0.00 1 | 0.33 498 | 0.06 85 | 0.16 244 |
|
| AE-Stereo |  | 5.15 241 | 1.56 305 | 7.99 307 | 8.70 506 | 2.18 310 | 9.12 346 | 3.02 325 | 11.78 217 | 13.30 309 | 4.34 173 | 12.84 273 | 10.83 301 | 4.53 209 | 8.71 188 | 2.82 242 | 0.04 273 | 0.44 531 | 0.05 315 | 0.33 498 | 0.20 226 | 0.17 253 |
|
| SGM_RVC |   | 19.52 589 | 2.12 442 | 6.79 247 | 6.59 422 | 1.33 218 | 38.20 637 | 15.74 601 | 38.13 609 | 34.07 544 | 45.71 647 | 41.91 604 | 51.41 655 | 38.10 639 | 38.77 642 | 27.80 610 | 0.61 507 | 0.36 515 | 0.51 515 | 0.33 498 | 1.03 497 | 0.90 483 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| DLNR-FE |  | 27.66 642 | 51.31 668 | 91.55 700 | 98.52 709 | 97.91 707 | 3.10 55 | 0.50 65 | 31.55 533 | 7.66 221 | 8.18 242 | 15.67 295 | 7.31 249 | 1.63 80 | 11.88 336 | 4.21 318 | 40.23 669 | 0.89 586 | 0.06 335 | 0.34 501 | 80.38 696 | 0.24 318 |
|
| DLNR_Zeroshot_test |   | 27.62 641 | 51.32 669 | 91.46 698 | 98.51 708 | 98.03 708 | 3.10 55 | 0.50 65 | 30.95 524 | 7.65 220 | 8.16 241 | 15.68 297 | 7.31 249 | 1.63 80 | 11.87 335 | 4.21 318 | 40.37 670 | 0.87 583 | 0.06 335 | 0.34 501 | 80.23 695 | 0.24 318 |
|
| zh-sn7 |  | 23.03 620 | 15.48 625 | 50.25 639 | 14.08 607 | 7.77 587 | 26.71 588 | 23.32 644 | 36.59 596 | 48.43 621 | 33.80 613 | 51.71 641 | 33.34 581 | 33.77 628 | 39.91 646 | 37.07 640 | 0.60 503 | 0.86 581 | 0.54 518 | 0.35 503 | 3.18 571 | 2.85 567 |
|
| castereo++ |  | 3.52 177 | 1.28 206 | 3.96 77 | 3.76 186 | 2.61 339 | 16.87 506 | 1.95 256 | 7.57 110 | 8.51 240 | 2.26 92 | 4.54 113 | 5.10 189 | 2.04 101 | 8.75 190 | 0.74 36 | 0.00 1 | 0.15 401 | 0.00 1 | 0.35 503 | 0.05 78 | 0.02 15 |
|
| NLCA_NET_v2_RVC |  | 12.05 503 | 3.43 505 | 16.25 529 | 7.62 477 | 5.58 518 | 14.57 453 | 6.00 429 | 32.98 555 | 27.41 484 | 21.69 509 | 31.40 510 | 25.21 518 | 13.47 464 | 14.96 449 | 15.60 521 | 0.84 543 | 0.33 510 | 0.35 497 | 0.35 503 | 1.29 515 | 1.78 538 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| AIO-Stereo |   | 2.91 126 | 1.19 179 | 5.14 147 | 4.15 210 | 0.79 142 | 4.67 142 | 1.76 223 | 9.59 173 | 5.19 155 | 2.66 111 | 4.76 128 | 5.40 200 | 0.78 40 | 10.30 249 | 1.23 113 | 0.00 1 | 0.06 224 | 0.00 1 | 0.36 506 | 0.09 136 | 0.15 236 |
|
| TRStereo |  | 6.22 304 | 6.09 560 | 11.30 448 | 9.19 519 | 7.41 578 | 4.75 157 | 1.74 214 | 19.70 376 | 11.74 279 | 10.61 274 | 8.65 203 | 10.67 299 | 3.22 145 | 13.81 425 | 3.60 284 | 0.31 436 | 0.23 464 | 0.12 405 | 0.36 506 | 0.48 392 | 0.38 379 |
|
| CFNet-RSSM |  | 5.55 270 | 1.08 147 | 8.60 342 | 4.30 235 | 1.21 200 | 6.42 287 | 1.25 129 | 16.12 318 | 17.84 371 | 13.12 318 | 11.14 252 | 11.84 319 | 5.52 259 | 9.14 212 | 2.35 211 | 0.01 137 | 0.20 438 | 0.00 1 | 0.36 506 | 0.34 337 | 0.07 131 |
|
| PS-NSSS |  | 13.70 538 | 7.41 579 | 14.68 511 | 6.70 432 | 5.63 521 | 18.43 524 | 12.59 568 | 38.89 616 | 25.56 464 | 20.27 483 | 35.71 559 | 21.11 472 | 16.35 522 | 17.16 499 | 17.56 536 | 2.28 589 | 0.53 555 | 5.37 616 | 0.36 506 | 4.28 590 | 3.09 573 |
|
| RT-IGEV |  | 10.44 465 | 1.62 330 | 11.92 460 | 5.95 374 | 2.23 313 | 21.30 545 | 14.50 585 | 29.47 503 | 24.30 450 | 21.51 507 | 20.17 353 | 23.81 502 | 12.18 438 | 13.13 403 | 4.90 345 | 0.10 341 | 0.27 490 | 0.05 315 | 0.37 510 | 0.52 416 | 0.55 424 |
|
| raft_robust |  | 7.97 379 | 2.26 455 | 6.75 242 | 5.83 360 | 0.72 131 | 5.57 223 | 0.84 97 | 33.59 561 | 34.21 548 | 18.17 439 | 19.88 351 | 6.50 227 | 5.62 266 | 15.33 453 | 2.83 243 | 0.03 252 | 0.23 464 | 0.00 1 | 0.37 510 | 0.32 323 | 0.39 382 |
|
| FADNet |  | 14.18 539 | 10.92 606 | 37.56 615 | 7.79 484 | 6.64 556 | 17.48 513 | 6.91 469 | 34.73 577 | 34.03 543 | 18.85 458 | 27.02 447 | 28.26 537 | 14.24 485 | 17.77 504 | 10.09 464 | 0.41 466 | 0.67 569 | 0.37 501 | 0.37 510 | 8.13 619 | 1.34 517 |
|
| FE-Mocha |  | 4.54 220 | 2.08 435 | 9.99 418 | 4.36 237 | 2.16 309 | 4.76 158 | 0.81 94 | 13.59 263 | 4.81 136 | 13.39 328 | 11.04 250 | 11.38 311 | 3.45 154 | 5.97 101 | 2.12 197 | 0.03 252 | 0.14 394 | 0.14 422 | 0.38 513 | 0.12 174 | 0.18 263 |
|
| RAFT-Test |  | 5.75 283 | 1.32 222 | 6.77 246 | 4.07 201 | 1.71 262 | 9.95 353 | 1.56 174 | 15.78 311 | 8.34 239 | 12.73 310 | 23.83 409 | 11.80 317 | 4.69 220 | 8.99 205 | 2.57 225 | 0.01 137 | 0.29 495 | 0.00 1 | 0.38 513 | 0.16 205 | 0.07 131 |
|
| DSFCA |  | 11.85 499 | 2.01 424 | 12.93 475 | 5.40 332 | 6.87 565 | 15.36 467 | 10.45 539 | 30.68 520 | 31.84 521 | 25.99 557 | 23.52 405 | 22.03 478 | 14.05 479 | 20.28 546 | 12.46 488 | 0.57 497 | 0.41 521 | 0.28 483 | 0.38 513 | 1.02 496 | 0.47 405 |
|
| GSStereo |  | 2.16 64 | 0.95 109 | 3.61 51 | 4.08 203 | 0.64 104 | 4.39 118 | 1.50 157 | 8.60 149 | 4.56 129 | 2.71 113 | 2.61 57 | 1.86 93 | 2.25 108 | 3.50 41 | 1.15 105 | 0.00 1 | 0.07 253 | 0.00 1 | 0.39 516 | 0.22 233 | 0.15 236 |
|
| GS-Stereo |  | | | | | | | 1.50 157 | 8.60 149 | 4.56 129 | 2.71 113 | 2.61 57 | 1.86 93 | 2.25 108 | 3.50 41 | 1.15 105 | 0.00 1 | 0.07 253 | 0.00 1 | 0.39 516 | 0.22 233 | 0.15 236 |
|
| iRaft-Stereo_20w |  | 6.06 299 | 1.84 390 | 12.04 464 | 4.23 219 | 1.67 258 | 6.77 303 | 2.22 275 | 18.73 361 | 6.08 178 | 14.72 347 | 10.33 236 | 13.42 357 | 8.14 351 | 15.88 470 | 3.08 264 | 0.01 137 | 0.24 475 | 0.13 417 | 0.39 516 | 0.61 440 | 0.71 457 |
|
| GwcNet |   | 16.48 557 | 5.23 547 | 20.03 568 | 10.24 553 | 8.48 597 | 28.79 596 | 10.09 529 | 38.60 612 | 44.51 608 | 23.29 529 | 36.95 567 | 31.29 561 | 19.79 562 | 20.42 548 | 25.70 597 | 0.54 494 | 0.72 571 | 0.57 522 | 0.39 516 | 1.37 521 | 2.64 563 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 211 | 9.32 587 | 33.97 610 | 2.49 63 | 3.65 396 | 2.87 47 | 1.51 161 | 8.07 129 | 2.71 67 | 2.04 83 | 4.75 125 | 3.05 135 | 3.21 143 | 2.20 10 | 0.66 26 | 0.03 252 | 0.19 432 | 0.00 1 | 0.41 520 | 0.75 474 | 1.05 499 |
|
| rvit_0105_3 |  | 9.23 416 | 3.67 512 | 17.68 546 | 11.75 584 | 1.89 286 | 9.37 351 | 8.48 499 | 18.68 359 | 30.64 512 | 15.02 356 | 14.72 286 | 17.87 433 | 9.94 389 | 15.66 462 | 6.54 383 | 0.36 448 | 0.43 529 | 0.01 236 | 0.41 520 | 0.50 406 | 1.01 497 |
|
| NaN_ROB |  | 16.51 558 | 6.51 566 | 16.22 528 | 10.53 560 | 4.64 466 | 31.76 613 | 17.78 618 | 37.00 601 | 43.37 602 | 29.68 588 | 31.29 507 | 32.67 577 | 20.32 563 | 28.00 597 | 16.06 524 | 0.38 452 | 0.41 521 | 0.32 493 | 0.41 520 | 0.87 487 | 1.94 544 |
|
| PAM_32 |  | 6.82 332 | 1.73 355 | 14.16 500 | 5.34 327 | 1.47 231 | 13.84 435 | 0.88 102 | 14.75 287 | 6.34 184 | 14.22 340 | 9.14 213 | 24.94 516 | 11.87 432 | 12.50 374 | 2.79 240 | 0.14 357 | 0.27 490 | 0.09 369 | 0.42 523 | 0.54 419 | 0.89 482 |
|
| PAM |  | 6.94 340 | 1.65 338 | 14.88 515 | 5.38 329 | 1.98 296 | 14.76 457 | 1.28 131 | 14.54 281 | 6.77 193 | 15.52 371 | 9.10 211 | 24.15 503 | 11.60 428 | 12.46 371 | 2.33 209 | 0.04 273 | 0.28 494 | 0.07 346 | 0.42 523 | 0.57 431 | 0.99 494 |
|
| SANet |  | 20.96 599 | 6.60 568 | 29.81 598 | 8.83 508 | 3.19 373 | 31.27 612 | 20.56 629 | 41.86 631 | 56.09 651 | 39.30 631 | 43.62 614 | 44.95 635 | 31.93 623 | 27.83 593 | 23.67 580 | 0.94 550 | 0.52 554 | 0.99 559 | 0.42 523 | 4.72 594 | 2.03 548 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 101 | 0.89 93 | 4.37 106 | 3.28 134 | 3.42 383 | 3.39 71 | 1.45 151 | 7.88 120 | 3.22 92 | 2.29 94 | 7.74 198 | 3.46 144 | 5.13 246 | 2.00 7 | 0.75 38 | 0.02 214 | 0.30 498 | 0.00 1 | 0.43 526 | 0.11 169 | 0.27 335 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 61 | 0.85 80 | 4.64 114 | 2.77 86 | 1.97 295 | 3.66 85 | 1.64 187 | 8.33 141 | 3.33 101 | 1.46 42 | 3.30 71 | 0.63 37 | 4.15 184 | 2.05 9 | 0.67 27 | 0.02 214 | 0.17 417 | 0.00 1 | 0.43 526 | 0.26 270 | 2.07 549 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 93 | 0.84 73 | 4.09 90 | 2.41 55 | 1.89 286 | 3.98 95 | 1.61 182 | 11.16 212 | 5.53 167 | 2.00 80 | 4.92 136 | 2.56 123 | 3.54 161 | 2.27 11 | 0.68 28 | 0.02 214 | 0.17 417 | 0.00 1 | 0.43 526 | 0.12 174 | 0.81 469 |
|
| AANet |  | 25.23 635 | 25.90 650 | 70.86 678 | 8.25 498 | 6.82 563 | 24.45 565 | 10.96 545 | 32.18 541 | 56.29 652 | 56.40 661 | 51.41 640 | 47.70 646 | 40.20 646 | 25.76 583 | 35.38 633 | 2.68 599 | 0.32 505 | 0.99 559 | 0.43 526 | 3.80 584 | 3.92 587 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 209 | 10.05 596 | 27.86 591 | 2.06 18 | 3.89 409 | 3.82 89 | 1.73 210 | 8.20 134 | 3.20 91 | 2.36 98 | 4.75 125 | 2.89 133 | 2.70 128 | 4.26 66 | 0.58 16 | 0.04 273 | 0.14 394 | 0.00 1 | 0.44 530 | 0.47 389 | 1.52 528 |
|
| SDNR |  | 16.15 554 | 5.23 547 | 28.92 594 | 5.73 354 | 6.05 543 | 56.85 666 | 3.26 330 | 23.18 425 | 29.73 501 | 20.62 489 | 36.48 563 | 13.59 360 | 16.97 531 | 18.43 512 | 13.44 500 | 10.56 644 | 13.84 661 | 3.10 607 | 0.44 530 | 7.80 615 | 8.81 636 |
|
| dd |  | 7.96 378 | 4.08 524 | 11.49 453 | 6.53 418 | 0.93 163 | 8.28 335 | 4.03 365 | 16.53 323 | 33.82 541 | 15.17 365 | 16.50 306 | 6.79 234 | 5.96 280 | 14.30 435 | 9.90 458 | 1.13 564 | 0.42 525 | 0.17 438 | 0.44 530 | 2.01 545 | 0.79 468 |
|
| GASNet |  | 17.30 568 | 19.38 638 | 30.46 603 | 20.66 634 | 9.36 610 | 16.06 485 | 9.06 506 | 43.89 644 | 40.04 584 | 25.35 552 | 23.73 406 | 32.90 578 | 15.37 512 | 28.91 600 | 17.05 531 | 3.04 604 | 0.27 490 | 1.88 586 | 0.45 533 | 6.73 608 | 1.37 519 |
|
| RAFT+CT+SA |  | 7.44 358 | 1.46 262 | 6.46 231 | 10.73 564 | 3.34 381 | 4.70 147 | 7.45 486 | 16.45 321 | 25.89 468 | 10.18 268 | 27.15 449 | 7.27 247 | 8.00 349 | 15.11 450 | 3.19 271 | 0.02 214 | 0.00 1 | 0.18 443 | 0.46 534 | 0.30 301 | 0.47 405 |
|
| AIO-test2 |  | 7.01 342 | 2.23 453 | 6.87 250 | 8.42 501 | 5.28 504 | 9.03 343 | 5.32 402 | 25.92 455 | 23.54 436 | 6.78 226 | 20.55 362 | 5.25 196 | 3.58 165 | 9.56 224 | 2.50 221 | 3.96 612 | 0.04 149 | 0.03 282 | 0.47 535 | 0.56 429 | 0.33 362 |
|
| fast-acv-ft |  | 14.25 540 | 4.00 523 | 16.20 527 | 7.51 472 | 5.14 493 | 26.38 585 | 9.77 519 | 24.62 439 | 34.84 554 | 25.30 551 | 37.27 569 | 32.09 569 | 20.38 564 | 18.32 511 | 19.50 549 | 0.36 448 | 0.32 505 | 0.63 526 | 0.47 535 | 1.18 507 | 0.76 464 |
|
| CVANet_RVC |  | 13.24 530 | 3.39 504 | 8.43 331 | 8.42 501 | 5.04 484 | 18.52 526 | 11.72 560 | 32.03 539 | 33.85 542 | 23.17 527 | 32.77 531 | 29.78 548 | 16.51 524 | 23.20 568 | 11.28 482 | 0.94 550 | 0.04 149 | 1.19 571 | 0.47 535 | 3.13 570 | 1.01 497 |
|
| MDST_ROB |  | 17.92 577 | 1.60 319 | 13.68 492 | 13.88 605 | 6.44 553 | 43.05 648 | 14.86 589 | 42.74 636 | 41.66 590 | 43.25 642 | 42.85 610 | 28.43 538 | 17.28 535 | 29.35 602 | 16.06 524 | 0.88 548 | 0.11 348 | 0.63 526 | 0.47 535 | 0.50 406 | 0.64 445 |
|
| FADNet-RVC-Resample |  | 11.72 495 | 4.35 530 | 30.33 602 | 9.46 527 | 3.90 411 | 14.11 438 | 7.17 479 | 25.78 452 | 23.31 434 | 23.27 528 | 29.52 478 | 19.50 458 | 15.00 505 | 15.38 455 | 8.33 434 | 0.53 493 | 0.50 547 | 0.49 512 | 0.50 539 | 1.38 522 | 1.67 535 |
|
| DANet |  | 16.85 560 | 8.00 583 | 26.04 587 | 14.56 612 | 7.25 574 | 20.59 539 | 5.37 403 | 26.22 460 | 26.02 473 | 32.17 604 | 36.00 561 | 37.20 603 | 29.77 613 | 30.75 606 | 24.62 589 | 1.14 566 | 1.34 597 | 2.21 593 | 0.51 540 | 3.18 571 | 4.07 590 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| ISRNet |  | 12.26 506 | 2.02 426 | 17.38 537 | 12.71 593 | 6.24 549 | 7.39 315 | 1.62 184 | 29.23 499 | 31.94 527 | 22.65 519 | 35.28 556 | 24.62 508 | 15.27 509 | 15.28 452 | 13.76 504 | 0.78 531 | 1.00 590 | 2.30 595 | 0.52 541 | 0.92 493 | 4.29 592 |
|
| APVNet |  | 17.75 575 | 5.46 551 | 20.35 570 | 12.31 591 | 8.40 596 | 30.16 605 | 24.10 645 | 41.14 628 | 30.12 508 | 25.08 547 | 41.09 594 | 31.24 559 | 23.12 575 | 27.07 590 | 27.86 611 | 0.34 443 | 0.56 559 | 3.02 605 | 0.52 541 | 1.68 532 | 1.45 524 |
|
| Selective-IGEV-i16pc |  | 10.06 454 | 1.72 354 | 15.71 522 | 5.65 342 | 1.66 256 | 36.81 631 | 11.67 558 | 18.83 364 | 26.73 479 | 10.16 267 | 21.57 381 | 15.78 392 | 7.07 326 | 14.19 434 | 8.16 432 | 2.15 587 | 0.94 589 | 0.26 474 | 0.53 543 | 0.77 477 | 0.87 480 |
|
| H2IRNET |  | 5.89 287 | 1.14 165 | 6.65 235 | 4.13 209 | 2.24 315 | 4.15 100 | 0.73 87 | 12.10 223 | 13.21 305 | 7.09 235 | 20.45 361 | 15.74 391 | 10.74 399 | 10.36 251 | 7.84 418 | 0.06 318 | 0.00 1 | 0.07 346 | 0.53 543 | 0.37 350 | 0.16 244 |
|
| LE_ROB |  | 22.93 619 | 3.07 495 | 14.02 497 | 7.70 479 | 2.86 356 | 31.99 615 | 17.35 615 | 28.10 482 | 67.19 676 | 70.51 679 | 55.61 656 | 49.07 649 | 47.62 658 | 24.76 579 | 36.49 636 | 0.35 446 | 0.20 438 | 0.27 476 | 0.55 545 | 0.48 392 | 0.44 398 |
|
| PSM-softLoss |  | 6.61 318 | 1.60 319 | 9.42 388 | 6.48 413 | 0.88 155 | 5.65 228 | 2.04 263 | 22.64 417 | 8.77 243 | 13.95 334 | 22.11 394 | 13.01 341 | 5.22 250 | 12.73 383 | 6.05 374 | 0.49 484 | 0.06 224 | 0.27 476 | 0.56 546 | 0.16 205 | 0.06 115 |
|
| KMStereo |  | 6.61 318 | 1.60 319 | 9.42 388 | 6.48 413 | 0.88 155 | 5.65 228 | 2.04 263 | 22.64 417 | 8.77 243 | 13.95 334 | 22.11 394 | 13.01 341 | 5.22 250 | 12.73 383 | 6.05 374 | 0.49 484 | 0.06 224 | 0.27 476 | 0.56 546 | 0.16 205 | 0.06 115 |
|
| UGAM-zero |  | 6.91 337 | 1.47 264 | 13.65 491 | 4.24 220 | 1.67 258 | 5.51 215 | 0.72 86 | 17.44 335 | 6.74 192 | 14.56 343 | 15.84 299 | 24.16 504 | 14.20 483 | 12.79 386 | 3.96 308 | 0.00 1 | 0.22 456 | 0.02 261 | 0.58 548 | 0.14 189 | 0.27 335 |
|
| NVstereo2D |  | 15.15 546 | 2.97 491 | 16.28 530 | 9.23 520 | 7.56 581 | 30.03 603 | 9.53 516 | 42.80 637 | 42.72 597 | 15.11 359 | 27.03 448 | 23.16 491 | 16.93 529 | 24.28 574 | 15.45 519 | 3.07 605 | 0.43 529 | 1.44 580 | 0.61 549 | 6.74 609 | 7.60 629 |
|
| SGM-ForestM |  | 23.72 623 | 2.44 463 | 9.13 375 | 7.43 467 | 2.25 316 | 44.80 650 | 19.11 625 | 44.90 646 | 49.97 630 | 50.74 654 | 51.18 639 | 62.06 668 | 45.83 656 | 44.96 654 | 33.88 629 | 1.00 556 | 0.84 580 | 0.78 538 | 0.62 550 | 1.29 515 | 1.11 504 |
|
| MSCF |  | 3.01 134 | 1.87 393 | 5.23 152 | 3.98 198 | 0.70 117 | 5.42 210 | 1.48 152 | 8.59 146 | 4.59 132 | 5.05 197 | 6.40 175 | 1.76 84 | 7.07 326 | 5.69 94 | 1.36 122 | 0.00 1 | 0.02 89 | 0.00 1 | 0.63 551 | 0.16 205 | 0.24 318 |
|
| GASTEREO |  | 3.18 151 | 1.99 414 | 5.13 146 | 4.28 229 | 0.70 117 | 5.59 224 | 1.49 156 | 8.66 153 | 4.94 141 | 5.17 200 | 6.84 183 | 1.58 74 | 7.14 328 | 7.72 150 | 1.38 123 | 0.00 1 | 0.02 89 | 0.00 1 | 0.64 552 | 0.08 126 | 0.23 311 |
|
| FlowAnything_test |  | 3.13 145 | 1.42 249 | 6.59 233 | 8.69 505 | 1.35 224 | 8.70 339 | 2.51 298 | 7.60 112 | 3.03 87 | 4.10 165 | 2.67 60 | 3.52 151 | 0.75 38 | 5.86 100 | 4.48 328 | 0.06 318 | 0.03 128 | 0.15 429 | 0.66 553 | 0.16 205 | 0.18 263 |
|
| DPSNet |  | 24.40 629 | 6.97 576 | 33.14 607 | 11.16 575 | 6.54 554 | 53.33 660 | 43.32 672 | 51.28 661 | 59.37 662 | 30.89 594 | 39.36 584 | 40.35 619 | 34.30 630 | 32.57 612 | 25.09 591 | 4.65 620 | 1.62 605 | 0.37 501 | 0.66 553 | 8.51 623 | 4.44 595 |
|
| KYRaft |  | 9.04 411 | 1.11 158 | 7.02 259 | 6.50 415 | 0.97 167 | 8.27 334 | 8.19 493 | 22.86 422 | 8.20 233 | 21.30 505 | 31.38 509 | 22.64 486 | 8.20 352 | 11.99 338 | 2.96 249 | 0.02 214 | 0.02 89 | 0.05 315 | 0.68 555 | 0.40 364 | 18.09 661 |
|
| Select-FE |  | 7.63 364 | 3.47 507 | 20.76 573 | 6.30 403 | 3.70 399 | 4.03 97 | 0.92 105 | 18.82 363 | 5.95 174 | 12.56 305 | 23.32 404 | 19.63 460 | 12.90 456 | 13.98 429 | 3.39 279 | 0.09 335 | 0.51 551 | 0.05 315 | 0.70 556 | 0.29 292 | 1.21 515 |
|
| SuperB |  | 17.60 573 | 6.22 564 | 56.40 656 | 7.91 486 | 5.07 485 | 19.70 533 | 9.03 504 | 24.87 441 | 50.15 631 | 26.25 562 | 39.13 583 | 17.61 428 | 20.84 567 | 22.28 562 | 25.31 593 | 0.70 517 | 0.31 502 | 1.10 566 | 0.71 557 | 16.58 651 | 1.86 539 |
|
| RTS |  | 30.15 648 | 23.12 646 | 96.33 702 | 16.71 620 | 11.63 625 | 58.66 669 | 24.28 646 | 36.80 598 | 62.63 668 | 43.79 643 | 46.10 624 | 32.56 575 | 43.90 653 | 51.29 663 | 40.92 652 | 2.38 593 | 0.66 567 | 1.06 561 | 0.74 558 | 5.11 598 | 4.34 593 |
|
| RTSA |  | 30.15 648 | 23.12 646 | 96.33 702 | 16.71 620 | 11.63 625 | 58.66 669 | 24.28 646 | 36.80 598 | 62.63 668 | 43.79 643 | 46.10 624 | 32.56 575 | 43.90 653 | 51.29 663 | 40.92 652 | 2.38 593 | 0.66 567 | 1.06 561 | 0.74 558 | 5.11 598 | 4.34 593 |
|
| MaskLacGwcNet_RVC |  | 16.87 562 | 16.27 629 | 17.93 549 | 11.24 577 | 6.69 559 | 28.95 600 | 10.44 538 | 41.23 629 | 21.49 413 | 29.68 588 | 34.27 551 | 32.48 572 | 11.00 407 | 20.05 536 | 15.09 517 | 8.22 636 | 2.59 621 | 12.23 644 | 0.75 560 | 10.40 630 | 6.34 613 |
|
| stereogan |  | 18.62 583 | 3.07 495 | 16.31 531 | 13.04 595 | 9.99 613 | 35.74 628 | 9.09 507 | 38.17 610 | 45.27 613 | 24.39 542 | 41.24 596 | 39.93 616 | 25.46 591 | 31.29 609 | 24.33 588 | 1.80 581 | 0.91 587 | 2.71 602 | 0.75 560 | 5.15 600 | 3.70 580 |
|
| GrayStereo |  | 8.86 408 | 1.17 173 | 6.94 255 | 8.09 491 | 2.82 355 | 10.58 366 | 11.40 555 | 17.93 348 | 15.74 344 | 22.43 517 | 30.95 501 | 17.80 431 | 12.44 444 | 11.19 299 | 4.57 330 | 0.02 214 | 0.02 89 | 0.18 443 | 0.79 562 | 0.31 313 | 1.90 543 |
|
| ETE_ROB |  | 17.67 574 | 9.48 591 | 17.66 544 | 13.60 598 | 4.57 462 | 23.03 556 | 21.09 631 | 32.49 548 | 35.24 556 | 30.49 592 | 38.06 576 | 46.18 642 | 24.49 582 | 26.40 587 | 24.21 586 | 0.46 480 | 0.24 475 | 1.14 567 | 0.84 563 | 1.52 524 | 2.13 551 |
|
| aanetorigin |  | 19.21 588 | 12.59 614 | 53.50 643 | 9.67 533 | 7.83 588 | 11.85 394 | 13.87 579 | 17.05 331 | 34.15 546 | 49.18 652 | 48.89 634 | 34.05 588 | 30.22 615 | 22.86 567 | 28.00 615 | 1.01 558 | 0.75 575 | 0.67 531 | 0.89 564 | 3.07 567 | 4.14 591 |
|
| Wz-Net-SNSev |  | 22.67 616 | 16.94 631 | 45.69 633 | 13.85 604 | 8.52 598 | 28.89 598 | 27.06 653 | 39.39 617 | 55.04 645 | 31.77 601 | 53.23 646 | 39.18 612 | 23.41 577 | 26.40 587 | 36.25 635 | 0.78 531 | 0.21 446 | 1.21 572 | 0.90 565 | 3.03 566 | 1.62 532 |
|
| GMM-Stereo |  | 8.34 390 | 1.09 153 | 6.42 228 | 6.14 395 | 2.52 332 | 10.30 359 | 9.64 518 | 23.44 427 | 10.64 270 | 17.84 429 | 29.89 483 | 17.37 426 | 7.75 341 | 11.55 316 | 4.36 323 | 0.05 298 | 0.01 34 | 0.23 467 | 0.90 565 | 0.46 382 | 6.26 611 |
|
| AF-Net |  | 18.38 582 | 5.60 553 | 14.21 502 | 15.95 619 | 10.78 618 | 22.26 550 | 10.45 539 | 35.39 584 | 50.22 632 | 24.71 543 | 37.77 572 | 41.55 626 | 29.24 611 | 29.11 601 | 26.67 599 | 4.35 617 | 0.06 224 | 4.56 614 | 0.90 565 | 2.42 551 | 1.38 520 |
|
| YMNet |  | 15.91 552 | 5.68 554 | 21.74 575 | 10.94 569 | 8.77 602 | 25.22 576 | 9.21 508 | 32.22 545 | 31.35 516 | 33.81 614 | 38.84 581 | 34.00 585 | 17.83 546 | 19.95 532 | 21.57 560 | 0.87 546 | 1.30 595 | 1.22 574 | 0.91 568 | 1.64 529 | 1.18 512 |
|
| YMNet_1 |  | 15.91 552 | 5.68 554 | 21.74 575 | 10.94 569 | 8.77 602 | 25.22 576 | 9.21 508 | 32.22 545 | 31.35 516 | 33.81 614 | 38.84 581 | 34.00 585 | 17.83 546 | 19.95 532 | 21.57 560 | 0.87 546 | 1.30 595 | 1.22 574 | 0.91 568 | 1.64 529 | 1.18 512 |
|
| dad |  | 12.24 505 | 10.20 597 | 13.68 492 | 6.64 428 | 1.47 231 | 13.55 429 | 3.58 353 | 17.62 338 | 35.33 557 | 27.15 571 | 32.65 530 | 30.85 557 | 10.86 402 | 14.33 437 | 10.04 463 | 2.95 602 | 0.55 558 | 7.92 635 | 0.91 568 | 3.35 578 | 1.17 510 |
|
| WZ-Net |  | 25.17 634 | 12.95 615 | 63.02 663 | 15.13 616 | 10.42 617 | 38.51 639 | 27.42 655 | 40.46 623 | 54.17 639 | 28.32 578 | 52.95 644 | 40.81 622 | 28.36 607 | 37.07 633 | 41.35 656 | 1.21 568 | 0.21 446 | 0.73 535 | 0.94 571 | 5.42 604 | 3.87 584 |
|
| Selective-IGEV-i16pb |  | 12.56 515 | 1.79 386 | 18.70 555 | 6.40 410 | 2.14 306 | 35.66 627 | 11.00 546 | 31.78 535 | 35.44 558 | 14.65 346 | 26.95 445 | 19.68 461 | 11.09 410 | 15.94 475 | 13.10 494 | 2.24 588 | 1.00 590 | 0.49 512 | 0.95 572 | 1.14 506 | 1.06 501 |
|
| coex-ft |  | 30.77 651 | 38.58 664 | 93.29 701 | 9.44 526 | 5.62 520 | 34.95 625 | 25.30 649 | 30.83 522 | 59.36 661 | 73.23 683 | 58.53 659 | 45.92 639 | 47.29 657 | 29.44 603 | 45.30 663 | 1.37 572 | 1.65 607 | 0.95 557 | 0.96 573 | 8.35 622 | 4.96 601 |
|
| TCMNet |  | 15.19 547 | 6.68 569 | 19.70 563 | 13.83 603 | 12.53 632 | 26.35 584 | 13.66 577 | 29.47 503 | 35.21 555 | 24.71 543 | 31.20 506 | 23.44 495 | 15.13 506 | 18.97 518 | 22.59 574 | 1.13 564 | 0.65 566 | 2.04 588 | 0.97 574 | 3.18 571 | 2.31 559 |
|
| G-Net |  | 21.25 604 | 8.24 584 | 37.97 617 | 15.14 617 | 9.26 609 | 50.87 657 | 16.80 612 | 27.96 479 | 30.54 510 | 38.92 628 | 42.93 611 | 33.27 579 | 32.17 624 | 27.99 596 | 25.25 592 | 4.40 618 | 3.83 640 | 3.60 611 | 0.97 574 | 7.91 618 | 6.95 621 |
|
| AIO-Stereo-zeroshot |   | 7.16 350 | 3.12 498 | 14.04 498 | 4.74 261 | 6.89 567 | 6.58 295 | 0.68 79 | 21.97 413 | 9.36 256 | 10.84 277 | 17.38 311 | 17.36 425 | 9.24 372 | 12.45 370 | 4.44 326 | 0.04 273 | 0.24 475 | 0.10 388 | 1.00 576 | 1.36 520 | 1.43 523 |
|
| psmorigin |  | 20.95 598 | 10.24 599 | 35.84 611 | 9.75 535 | 7.05 570 | 24.59 567 | 10.11 530 | 32.85 554 | 32.17 530 | 43.09 640 | 54.57 653 | 42.79 629 | 36.62 635 | 35.99 630 | 27.41 606 | 1.58 576 | 2.72 625 | 0.79 540 | 1.05 577 | 3.26 577 | 6.50 615 |
|
| EAI-Stereo |  | 5.21 245 | 1.74 358 | 8.46 335 | 5.69 347 | 1.37 227 | 5.67 238 | 3.52 347 | 18.77 362 | 5.65 170 | 9.75 262 | 16.08 302 | 6.36 223 | 3.57 162 | 11.73 330 | 3.64 286 | 0.01 137 | 0.33 510 | 0.03 282 | 1.06 578 | 0.21 230 | 0.65 447 |
|
| STTStereo |  | 12.97 523 | 4.88 541 | 26.57 588 | 7.54 474 | 5.41 510 | 13.43 425 | 6.49 453 | 30.53 519 | 26.35 476 | 25.14 548 | 31.43 511 | 32.00 568 | 14.12 481 | 16.01 480 | 14.83 514 | 0.29 431 | 0.31 502 | 0.67 531 | 1.08 579 | 1.21 509 | 1.11 504 |
|
| Selective-IGEV-i1 |  | 8.86 408 | 1.33 225 | 10.58 433 | 5.92 371 | 2.99 368 | 13.65 430 | 10.07 528 | 24.12 435 | 28.99 495 | 14.85 351 | 19.75 348 | 18.80 446 | 6.10 285 | 11.22 302 | 5.69 368 | 0.10 341 | 0.29 495 | 0.92 555 | 1.10 580 | 0.26 270 | 0.51 415 |
|
| FAT-Stereo |  | 16.81 559 | 2.97 491 | 17.56 542 | 9.80 537 | 6.21 545 | 16.12 490 | 13.23 574 | 38.18 611 | 39.67 581 | 27.00 567 | 39.73 588 | 37.55 605 | 31.30 621 | 20.39 547 | 21.52 559 | 3.44 607 | 2.05 611 | 0.81 547 | 1.10 580 | 1.89 540 | 5.72 606 |
|
| WCMA_ROB |  | 20.02 596 | 4.30 528 | 19.72 564 | 9.47 528 | 7.00 569 | 32.71 619 | 13.99 580 | 31.97 538 | 32.48 534 | 41.51 636 | 52.00 643 | 44.09 633 | 36.14 634 | 32.43 611 | 24.29 587 | 6.19 627 | 2.79 627 | 1.09 565 | 1.10 580 | 3.95 585 | 3.13 577 |
|
| IGEV_i1 |  | 8.11 382 | 1.53 288 | 9.99 418 | 5.80 356 | 1.15 193 | 16.03 482 | 7.19 481 | 19.82 380 | 15.30 333 | 16.39 395 | 17.38 311 | 17.95 435 | 8.38 354 | 14.44 439 | 7.44 399 | 0.25 418 | 0.19 432 | 1.08 564 | 1.12 583 | 0.26 270 | 0.54 422 |
|
| ADCP+ |  | 18.16 579 | 4.61 533 | 32.94 606 | 9.31 521 | 10.23 615 | 28.87 597 | 11.69 559 | 33.43 560 | 36.49 566 | 29.28 585 | 40.49 591 | 24.18 505 | 24.61 585 | 33.89 615 | 35.33 632 | 0.25 418 | 0.40 520 | 2.00 587 | 1.17 584 | 2.16 549 | 1.87 541 |
|
| FADNet_RVC |  | 11.94 500 | 5.17 545 | 39.74 621 | 6.44 412 | 3.46 388 | 11.42 386 | 4.17 370 | 29.16 497 | 26.89 480 | 17.97 433 | 25.96 429 | 13.41 356 | 15.67 514 | 15.84 469 | 13.54 501 | 0.90 549 | 0.75 575 | 0.55 519 | 1.20 585 | 3.65 583 | 2.85 567 |
|
| LALA_ROB |  | 19.19 587 | 7.15 577 | 15.93 525 | 12.96 594 | 5.30 505 | 28.30 595 | 23.21 643 | 42.51 633 | 36.69 567 | 33.45 610 | 40.81 593 | 50.96 654 | 24.53 583 | 27.92 594 | 25.66 596 | 0.60 503 | 0.44 531 | 2.04 588 | 1.22 586 | 2.54 555 | 1.47 525 |
|
| MSAF-DinoV2 |  | 20.61 597 | 7.35 578 | 24.41 581 | 11.43 582 | 4.88 472 | 30.12 604 | 16.70 610 | 39.67 619 | 54.27 640 | 22.75 521 | 32.01 521 | 48.05 648 | 30.44 617 | 37.52 636 | 40.45 650 | 0.72 521 | 0.50 547 | 0.44 506 | 1.23 587 | 4.64 592 | 4.54 597 |
|
| CBMV_ROB |  | 11.77 498 | 2.89 486 | 6.92 254 | 5.20 313 | 2.88 357 | 14.12 439 | 4.79 392 | 26.69 466 | 29.84 506 | 26.17 561 | 31.92 519 | 23.61 498 | 20.74 566 | 20.20 542 | 10.18 465 | 1.78 580 | 1.80 608 | 2.17 592 | 1.26 588 | 1.61 526 | 0.55 424 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 369 | 3.78 516 | 19.59 561 | 5.04 284 | 10.79 619 | 5.87 255 | 1.85 240 | 19.52 375 | 7.33 215 | 14.18 337 | 21.16 376 | 16.50 404 | 5.97 281 | 13.73 424 | 3.79 297 | 0.04 273 | 0.17 417 | 0.04 304 | 1.30 589 | 2.45 552 | 2.15 555 |
|
| Wz-Net-TNSev |  | 25.12 632 | 20.16 641 | 57.98 659 | 9.56 530 | 7.42 579 | 42.73 647 | 22.27 635 | 35.14 581 | 53.46 637 | 35.97 622 | 42.74 608 | 45.83 638 | 39.87 645 | 36.56 632 | 34.73 631 | 1.82 582 | 1.51 603 | 0.76 537 | 1.34 590 | 5.84 606 | 6.80 618 |
|
| CSAN |  | 21.34 606 | 9.45 590 | 23.34 578 | 20.99 637 | 4.95 476 | 32.57 617 | 34.26 664 | 38.83 615 | 49.95 629 | 36.97 625 | 39.72 587 | 44.97 636 | 31.73 622 | 26.05 584 | 23.94 582 | 1.52 575 | 0.47 540 | 0.85 550 | 1.43 591 | 2.73 558 | 2.14 554 |
|
| edge stereo |  | 18.75 584 | 5.12 543 | 17.66 544 | 10.77 567 | 7.84 589 | 22.41 552 | 11.03 547 | 35.23 583 | 42.07 596 | 34.62 616 | 42.74 608 | 41.28 624 | 35.50 632 | 25.14 580 | 24.17 585 | 2.42 595 | 2.42 620 | 6.35 622 | 1.45 592 | 2.89 564 | 3.80 581 |
|
| SHD |  | 21.32 605 | 10.03 595 | 30.16 601 | 14.30 609 | 8.68 599 | 24.15 562 | 8.93 502 | 40.82 624 | 61.17 664 | 35.79 620 | 44.15 619 | 38.73 610 | 30.20 614 | 33.88 614 | 31.09 625 | 2.00 584 | 0.81 578 | 1.17 568 | 1.55 593 | 4.08 587 | 4.78 599 |
|
| NOSS_ROB |  | 10.99 483 | 3.81 518 | 6.88 251 | 6.69 431 | 2.30 319 | 16.06 485 | 10.94 544 | 30.06 509 | 32.41 533 | 16.10 386 | 18.72 334 | 22.78 489 | 14.21 484 | 17.52 501 | 8.62 441 | 2.35 591 | 1.84 609 | 3.32 610 | 1.57 594 | 2.06 548 | 1.52 528 |
|
| MultiAttention |  | 21.34 606 | 1.48 269 | 14.65 510 | 12.08 589 | 4.10 427 | 63.05 675 | 95.71 704 | 42.52 634 | 41.89 593 | 15.33 368 | 30.20 489 | 28.14 536 | 7.73 340 | 44.07 653 | 13.67 502 | 0.84 543 | 0.27 490 | 1.06 561 | 1.58 595 | 4.47 591 | 3.88 585 |
|
| RP |  | 17.58 571 | 4.92 542 | 15.27 516 | 15.44 618 | 11.95 629 | 21.05 542 | 11.75 561 | 27.64 477 | 45.09 612 | 22.99 525 | 42.05 605 | 39.39 614 | 27.74 602 | 25.54 582 | 22.33 572 | 5.45 622 | 0.59 561 | 4.33 612 | 1.62 596 | 3.53 580 | 2.86 569 |
|
| ADCRef |  | 17.30 568 | 6.73 570 | 42.01 629 | 10.11 547 | 8.78 604 | 26.61 587 | 10.45 539 | 31.29 530 | 32.75 538 | 31.19 595 | 41.62 602 | 18.47 443 | 19.78 561 | 24.29 575 | 34.06 630 | 0.76 528 | 0.42 525 | 2.16 591 | 1.79 597 | 1.23 511 | 1.56 530 |
|
| NCCL2 |  | 17.23 567 | 6.37 565 | 14.30 506 | 23.45 645 | 7.18 573 | 24.16 563 | 17.05 613 | 34.39 573 | 25.88 467 | 31.55 598 | 38.01 575 | 42.09 628 | 26.81 595 | 20.94 555 | 22.69 576 | 0.45 475 | 0.23 464 | 2.63 600 | 1.80 598 | 2.02 546 | 2.57 561 |
|
| S-Stereo |  | 16.85 560 | 3.95 522 | 20.67 571 | 12.08 589 | 8.91 606 | 21.68 546 | 12.61 569 | 32.20 544 | 44.61 609 | 22.37 516 | 38.42 579 | 29.15 542 | 28.02 604 | 18.58 514 | 22.36 573 | 2.88 601 | 3.11 631 | 0.87 554 | 1.82 599 | 3.58 581 | 9.08 638 |
|
| ADCL |  | 21.64 609 | 6.20 561 | 47.32 637 | 9.93 542 | 6.91 568 | 38.69 641 | 19.97 627 | 31.26 528 | 54.04 638 | 27.89 575 | 47.97 631 | 31.35 562 | 30.66 618 | 33.18 613 | 36.62 637 | 0.99 555 | 0.92 588 | 2.63 600 | 1.82 599 | 2.45 552 | 2.13 551 |
|
| XQC |  | 24.10 627 | 16.76 630 | 50.68 640 | 21.37 641 | 11.01 620 | 35.24 626 | 18.84 624 | 37.28 605 | 55.11 646 | 31.64 599 | 30.06 488 | 37.71 607 | 30.31 616 | 37.17 634 | 39.66 647 | 4.20 614 | 0.41 521 | 2.76 603 | 1.89 601 | 11.46 638 | 8.42 634 |
|
| LCNet |  | 7.52 359 | 1.23 189 | 5.35 161 | 6.42 411 | 1.29 206 | 9.27 349 | 5.64 416 | 17.85 345 | 10.63 269 | 16.54 400 | 24.54 416 | 14.85 378 | 11.29 415 | 11.74 331 | 3.88 303 | 0.02 214 | 0.02 89 | 0.22 463 | 2.04 602 | 0.90 492 | 6.76 617 |
|
| PSMNet_ROB |  | 16.90 563 | 5.45 550 | 14.16 500 | 13.77 601 | 7.25 574 | 27.65 592 | 32.74 663 | 43.21 640 | 37.88 575 | 24.00 533 | 32.97 536 | 34.55 592 | 16.69 525 | 17.41 500 | 23.96 583 | 0.38 452 | 0.22 456 | 0.93 556 | 2.05 603 | 1.83 537 | 0.96 489 |
|
| MeshStereo |   | 22.27 614 | 6.87 573 | 11.15 446 | 7.69 478 | 4.87 471 | 37.70 635 | 13.06 572 | 41.64 630 | 36.95 569 | 50.92 655 | 53.41 648 | 58.12 660 | 41.93 651 | 37.73 638 | 27.62 609 | 2.52 597 | 2.37 619 | 2.99 604 | 2.07 604 | 3.09 568 | 2.60 562 |
| 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 |
| rvit_105_1 |  | 13.56 536 | 5.57 552 | 19.88 566 | 13.22 597 | 4.58 463 | 15.04 462 | 28.61 657 | 26.56 464 | 42.75 598 | 18.83 457 | 24.53 415 | 20.93 468 | 13.85 474 | 18.02 509 | 11.90 487 | 1.74 578 | 0.60 562 | 0.25 471 | 2.10 605 | 0.61 440 | 1.64 533 |
|
| EDNetEfficientorigin |  | 28.98 645 | 35.45 661 | 99.82 712 | 9.43 523 | 5.65 522 | 24.97 572 | 14.79 588 | 26.06 457 | 54.82 643 | 60.87 666 | 57.59 658 | 45.42 637 | 50.27 661 | 26.11 585 | 43.62 659 | 0.30 433 | 0.37 516 | 1.61 582 | 2.35 606 | 10.17 628 | 9.99 643 |
|
| AnyNet_C01 |  | 29.76 646 | 25.78 649 | 75.37 683 | 17.03 623 | 11.34 622 | 49.00 655 | 27.12 654 | 37.99 608 | 40.05 585 | 40.73 634 | 65.13 672 | 46.98 645 | 38.86 643 | 46.63 655 | 48.19 667 | 2.14 586 | 2.13 615 | 2.13 590 | 2.56 607 | 8.14 620 | 7.98 632 |
|
| AnyNet_C32 |  | 23.37 622 | 13.28 618 | 40.29 622 | 12.36 592 | 11.44 624 | 30.39 607 | 29.15 658 | 31.36 531 | 44.90 611 | 35.36 618 | 48.86 632 | 33.61 583 | 34.20 629 | 43.15 652 | 41.62 657 | 1.27 570 | 1.35 598 | 1.18 570 | 2.58 608 | 4.77 595 | 6.27 612 |
|
| EDNetEfficient |  | 25.16 633 | 22.23 644 | 77.22 685 | 9.09 515 | 7.38 577 | 19.38 530 | 16.78 611 | 21.41 401 | 55.74 650 | 61.52 670 | 53.51 649 | 36.22 599 | 40.65 649 | 24.22 573 | 38.27 644 | 0.62 510 | 0.74 573 | 0.86 553 | 2.60 609 | 7.70 614 | 7.09 623 |
|
| FBW_ROB |  | 21.00 600 | 10.23 598 | 22.72 577 | 13.71 600 | 6.77 561 | 30.49 610 | 16.46 608 | 44.58 645 | 43.57 604 | 44.25 645 | 39.59 586 | 43.27 631 | 26.12 593 | 33.96 616 | 21.80 564 | 2.58 598 | 1.84 609 | 7.14 634 | 2.78 610 | 4.00 586 | 4.06 589 |
|
| UDGNet |  | 10.05 453 | 13.89 621 | 10.00 422 | 9.36 522 | 2.69 346 | 7.82 325 | 1.88 243 | 18.86 365 | 34.64 551 | 17.52 425 | 13.70 280 | 13.40 355 | 7.18 330 | 13.01 399 | 6.30 382 | 5.30 621 | 0.08 288 | 12.57 645 | 2.80 611 | 8.19 621 | 1.71 537 |
|
| Nwc_Net |  | 17.98 578 | 4.67 534 | 17.79 548 | 14.26 608 | 11.65 627 | 25.14 575 | 14.88 590 | 40.85 625 | 39.83 582 | 21.07 500 | 43.24 612 | 34.50 591 | 27.64 600 | 26.44 589 | 25.03 590 | 3.22 606 | 0.18 425 | 2.52 599 | 3.18 612 | 1.98 542 | 1.51 527 |
|
| PDISCO_ROB |  | 24.45 631 | 9.24 585 | 29.28 596 | 28.68 653 | 19.96 650 | 37.14 633 | 15.33 598 | 45.04 647 | 54.69 642 | 29.24 584 | 42.67 607 | 46.07 641 | 28.17 605 | 35.35 620 | 30.30 622 | 9.92 642 | 2.13 615 | 6.90 628 | 3.20 613 | 8.74 624 | 6.87 620 |
|
| ADCS |  | 26.20 639 | 13.71 620 | 46.90 636 | 14.51 611 | 10.34 616 | 30.46 609 | 22.72 639 | 42.81 638 | 57.61 658 | 42.58 638 | 49.37 636 | 41.91 627 | 40.43 647 | 41.90 651 | 44.58 662 | 2.37 592 | 2.19 617 | 2.37 597 | 3.29 614 | 7.32 612 | 6.52 616 |
|
| DStereoO |  | 23.30 621 | 15.58 626 | 13.92 494 | 14.76 613 | 8.35 595 | 16.44 499 | 16.19 605 | 33.98 565 | 39.60 580 | 30.48 591 | 28.08 456 | 31.65 565 | 32.30 625 | 41.39 649 | 27.39 604 | 48.20 676 | 3.83 640 | 28.72 662 | 3.33 615 | 25.98 663 | 5.78 607 |
|
| ADCPNet |  | 21.93 610 | 9.38 589 | 57.92 658 | 11.76 585 | 6.88 566 | 36.03 629 | 18.44 622 | 32.80 553 | 35.93 561 | 32.91 609 | 43.80 617 | 39.21 613 | 26.99 598 | 31.14 608 | 36.94 639 | 2.05 585 | 2.67 624 | 2.30 595 | 3.45 616 | 4.22 589 | 3.82 582 |
|
| CC-Net-ROB |  | 22.04 612 | 22.91 645 | 28.86 593 | 14.05 606 | 8.73 601 | 33.79 622 | 15.26 595 | 46.84 649 | 36.06 563 | 33.72 612 | 32.10 523 | 35.47 596 | 24.02 581 | 23.57 571 | 27.88 612 | 8.95 639 | 2.95 630 | 24.94 658 | 3.68 617 | 12.41 639 | 4.62 598 |
|
| SAMSARA |  | 34.43 657 | 18.53 634 | 31.91 605 | 55.34 672 | 35.34 665 | 75.99 689 | 94.71 703 | 47.97 653 | 50.84 634 | 37.47 627 | 36.99 568 | 53.12 657 | 38.55 642 | 39.56 644 | 38.65 645 | 3.59 608 | 5.40 647 | 2.22 594 | 3.72 618 | 9.43 626 | 9.29 640 |
|
| ADCMid |  | 22.76 617 | 10.75 604 | 41.73 626 | 11.23 576 | 7.97 592 | 27.26 590 | 19.18 626 | 35.44 586 | 38.02 576 | 40.23 633 | 46.38 626 | 36.56 601 | 42.70 652 | 38.20 640 | 40.75 651 | 1.77 579 | 1.43 601 | 3.05 606 | 3.81 619 | 4.96 596 | 3.82 582 |
|
| DeepPrunerF |  | 19.92 595 | 11.02 609 | 44.29 630 | 20.74 635 | 17.75 647 | 19.19 529 | 22.57 637 | 36.86 600 | 49.93 627 | 25.48 553 | 36.62 564 | 24.69 512 | 23.97 580 | 23.44 570 | 21.79 563 | 2.68 599 | 1.63 606 | 5.70 618 | 3.95 620 | 3.38 579 | 2.67 564 |
|
| HBP-ISP |  | 12.52 514 | 7.82 582 | 8.47 336 | 7.57 476 | 4.27 435 | 12.56 409 | 6.42 449 | 28.68 487 | 29.56 497 | 21.11 501 | 35.69 558 | 15.85 393 | 18.42 550 | 20.44 549 | 11.00 480 | 3.03 603 | 2.63 622 | 7.09 633 | 3.97 621 | 3.58 581 | 2.27 558 |
|
| FSD |  | 7.83 371 | 6.74 571 | 11.67 455 | 13.63 599 | 5.31 506 | 8.20 333 | 12.18 566 | 12.39 229 | 7.98 226 | 7.94 239 | 7.35 191 | 9.35 281 | 7.17 329 | 10.94 281 | 8.86 445 | 5.58 623 | 2.77 626 | 5.46 617 | 4.09 622 | 5.17 601 | 3.91 586 |
|
| RGC |  | 19.90 594 | 13.26 617 | 20.24 569 | 18.19 627 | 14.06 638 | 21.21 543 | 14.33 583 | 34.97 579 | 43.60 605 | 27.73 574 | 41.49 600 | 39.76 615 | 27.98 603 | 34.52 618 | 21.37 558 | 3.66 610 | 0.54 556 | 8.67 636 | 4.16 623 | 4.19 588 | 4.02 588 |
|
| PVD |  | 33.19 654 | 18.59 635 | 37.64 616 | 26.09 649 | 16.99 646 | 33.25 620 | 42.25 671 | 51.42 662 | 66.03 674 | 52.65 658 | 64.31 670 | 51.93 656 | 55.13 668 | 51.61 665 | 40.40 649 | 4.00 613 | 3.51 636 | 9.53 638 | 4.26 624 | 10.62 631 | 23.56 663 |
|
| PA-Net |  | 16.29 555 | 6.88 574 | 27.34 589 | 9.88 541 | 11.12 621 | 21.77 547 | 28.15 656 | 32.06 540 | 39.49 578 | 19.99 475 | 27.91 454 | 23.50 497 | 20.59 565 | 20.25 543 | 24.04 584 | 0.24 412 | 2.26 618 | 0.22 463 | 4.59 625 | 1.13 505 | 4.48 596 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| STTRV1_RVC |  | 22.05 613 | 18.29 633 | 39.19 619 | 16.73 622 | 23.82 658 | 29.51 602 | 15.66 600 | 34.87 578 | 34.16 547 | 35.00 617 | 34.89 555 | 31.89 566 | 28.80 609 | 28.81 599 | 23.08 577 | 11.86 652 | 3.26 632 | 6.50 623 | 4.65 626 | 14.38 646 | 5.69 604 |
|
| DGSMNet |  | 19.79 593 | 12.06 613 | 33.43 609 | 13.79 602 | 16.23 645 | 22.97 555 | 15.88 602 | 35.41 585 | 41.96 594 | 19.90 474 | 32.16 525 | 35.60 597 | 18.14 548 | 29.48 604 | 23.10 578 | 3.85 611 | 3.89 643 | 6.16 621 | 4.75 627 | 13.56 641 | 13.44 651 |
|
| FC-DCNN |   | 24.37 628 | 10.99 608 | 19.02 557 | 18.44 628 | 9.16 607 | 36.98 632 | 23.07 641 | 40.44 622 | 43.05 600 | 46.25 649 | 53.58 650 | 50.44 651 | 37.86 638 | 35.45 622 | 27.57 608 | 6.87 633 | 3.37 633 | 6.01 619 | 4.88 628 | 7.86 617 | 6.05 609 |
|
| FC-DCNN v2 |   | 24.44 630 | 10.97 607 | 18.53 554 | 18.49 629 | 9.18 608 | 37.41 634 | 23.03 640 | 40.91 626 | 43.02 599 | 46.46 650 | 54.06 651 | 50.67 652 | 38.26 640 | 35.41 621 | 27.52 607 | 6.85 632 | 3.38 634 | 6.03 620 | 4.89 629 | 7.82 616 | 5.94 608 |
|
| GANetREF_RVC |   | 25.41 636 | 29.28 653 | 24.63 582 | 25.18 647 | 6.04 542 | 30.44 608 | 35.39 667 | 47.84 652 | 50.60 633 | 36.88 624 | 36.04 562 | 34.11 590 | 31.23 620 | 37.46 635 | 27.96 614 | 8.58 637 | 2.66 623 | 16.29 649 | 4.95 630 | 14.37 645 | 8.32 633 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| U |  | 3.65 186 | 0.64 21 | 5.91 205 | 3.91 195 | 11.89 628 | 11.50 388 | 0.20 41 | 7.66 114 | 5.38 160 | 1.79 66 | 2.55 54 | 0.76 45 | 1.61 78 | 2.34 13 | 0.70 33 | 0.00 1 | 0.04 149 | 10.60 642 | 5.47 631 | 0.04 64 | 0.02 15 |
|
| SQANet |  | 21.24 603 | 24.08 648 | 19.60 562 | 26.40 650 | 18.74 649 | 30.87 611 | 9.24 510 | 32.70 551 | 29.58 499 | 25.25 549 | 33.37 541 | 33.47 582 | 19.19 556 | 28.11 598 | 18.32 541 | 10.87 645 | 2.92 629 | 26.49 661 | 5.65 632 | 18.43 656 | 11.48 646 |
|
| FCDSN-DC |  | 25.59 637 | 14.91 624 | 18.83 556 | 28.55 652 | 15.68 641 | 39.29 642 | 18.16 621 | 42.83 639 | 41.69 591 | 44.43 646 | 51.94 642 | 50.82 653 | 39.22 644 | 34.59 619 | 27.29 603 | 6.05 625 | 3.63 638 | 7.01 631 | 6.41 633 | 10.35 629 | 10.17 644 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| BEATNet-Init1 |  | 35.08 659 | 20.64 642 | 54.70 651 | 27.43 651 | 12.00 630 | 58.29 668 | 31.01 661 | 52.58 665 | 57.49 657 | 60.36 664 | 62.98 664 | 69.98 675 | 55.54 670 | 53.00 668 | 44.40 660 | 4.61 619 | 2.84 628 | 7.05 632 | 6.89 634 | 10.97 633 | 8.94 637 |
|
| ELAS_RVC |   | 33.79 656 | 19.15 637 | 35.97 612 | 21.28 639 | 13.79 637 | 52.58 658 | 36.11 668 | 48.96 655 | 55.66 649 | 61.47 669 | 62.91 663 | 58.35 662 | 53.55 665 | 53.37 669 | 42.23 658 | 11.25 649 | 6.64 653 | 10.32 641 | 7.05 635 | 13.56 641 | 11.58 647 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS |   | 33.68 655 | 18.95 636 | 36.71 613 | 20.64 633 | 13.61 635 | 56.43 662 | 35.14 666 | 50.03 659 | 49.90 626 | 60.58 665 | 63.83 667 | 58.64 663 | 53.36 664 | 50.73 661 | 44.44 661 | 11.03 647 | 6.58 652 | 10.02 640 | 7.43 636 | 13.58 643 | 11.94 648 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| DualNet (step1) |  | 12.44 511 | 4.86 538 | 17.49 538 | 5.97 375 | 2.94 364 | 17.57 515 | 8.30 495 | 28.75 488 | 23.91 447 | 24.38 539 | 21.03 373 | 24.64 509 | 17.82 543 | 13.58 419 | 9.82 456 | 6.44 629 | 0.87 583 | 6.62 624 | 7.44 637 | 3.20 574 | 3.11 574 |
|
| test_sample9 |  | 15.04 545 | 4.86 538 | 17.49 538 | 5.97 375 | 2.94 364 | 17.57 515 | 8.30 495 | 28.75 488 | 23.91 447 | 24.38 539 | 21.03 373 | 24.64 509 | 17.82 543 | 20.07 537 | 20.17 553 | 6.44 629 | 36.07 674 | 6.62 624 | 7.44 637 | 3.20 574 | 3.11 574 |
|
| test_sample8 |  | 17.19 566 | 4.86 538 | 17.49 538 | 5.97 375 | 2.94 364 | 17.57 515 | 8.30 495 | 31.87 536 | 18.55 381 | 33.54 611 | 26.00 430 | 40.64 621 | 32.90 626 | 20.07 537 | 20.17 553 | 6.44 629 | 36.07 674 | 6.62 624 | 7.44 637 | 3.20 574 | 3.11 574 |
|
| UDG |  | 21.45 608 | 14.84 623 | 14.44 508 | 21.30 640 | 20.08 651 | 32.05 616 | 13.76 578 | 35.98 592 | 35.52 559 | 25.93 556 | 30.69 494 | 37.26 604 | 30.66 618 | 21.97 559 | 19.89 552 | 10.88 646 | 5.55 648 | 22.78 656 | 7.65 640 | 14.83 647 | 13.05 650 |
|
| AnonymousM |  | 6.33 305 | 11.42 611 | 3.06 24 | 3.93 196 | 1.49 236 | 4.54 128 | 3.29 333 | 11.00 210 | 7.70 222 | 16.52 399 | 9.38 218 | 9.07 275 | 3.97 175 | 7.10 131 | 3.01 253 | 0.43 471 | 0.07 253 | 22.69 655 | 7.67 641 | 0.06 85 | 0.21 293 |
|
| ccnet |  | 24.02 625 | 16.16 628 | 21.70 574 | 11.83 587 | 17.75 647 | 37.87 636 | 16.18 604 | 45.46 648 | 31.93 526 | 36.99 626 | 46.46 629 | 38.76 611 | 29.52 612 | 37.55 637 | 40.93 654 | 9.20 640 | 6.29 650 | 9.63 639 | 7.71 642 | 11.19 634 | 7.21 626 |
|
| LSM |  | 29.98 647 | 19.52 639 | 55.11 653 | 19.06 631 | 53.75 677 | 32.57 617 | 23.17 642 | 42.61 635 | 48.57 622 | 45.97 648 | 55.04 655 | 42.93 630 | 36.02 633 | 35.63 625 | 27.03 601 | 2.33 590 | 9.19 657 | 4.87 615 | 7.71 642 | 10.65 632 | 27.91 668 |
|
| Selective-IGEV-i16pa |  | 56.08 675 | 59.75 676 | 69.90 676 | 21.43 642 | 14.80 639 | 97.01 703 | 29.83 659 | 86.97 701 | 94.48 705 | 85.76 698 | 93.21 701 | 81.88 689 | 74.46 687 | 96.71 709 | 79.25 700 | 30.92 664 | 13.32 660 | 16.91 650 | 7.73 644 | 15.59 648 | 51.73 679 |
|
| PSMNet-RUCA |  | 24.03 626 | 26.83 651 | 40.96 624 | 35.46 659 | 34.27 664 | 16.24 496 | 9.79 520 | 39.82 620 | 31.45 518 | 31.49 597 | 41.54 601 | 36.82 602 | 26.02 592 | 27.92 594 | 15.09 517 | 11.51 650 | 2.06 612 | 20.58 653 | 8.10 645 | 15.83 649 | 8.74 635 |
|
| MFN_U_SF_RVC |  | 28.16 643 | 14.14 622 | 53.23 642 | 21.11 638 | 7.91 590 | 39.97 643 | 13.13 573 | 51.65 663 | 46.34 615 | 47.41 651 | 53.38 647 | 55.32 658 | 40.53 648 | 38.47 641 | 39.74 648 | 5.67 624 | 4.46 644 | 6.98 630 | 8.73 646 | 7.47 613 | 7.44 628 |
|
| NCC-stereo |  | 19.75 591 | 6.08 557 | 23.96 579 | 15.05 614 | 16.17 643 | 18.42 522 | 21.45 632 | 43.31 642 | 41.00 588 | 24.30 537 | 38.12 577 | 34.98 594 | 26.92 596 | 35.46 623 | 25.65 594 | 4.29 615 | 2.07 613 | 3.24 608 | 8.90 647 | 2.86 562 | 2.86 569 |
|
| Abc-Net |  | 19.75 591 | 6.08 557 | 23.96 579 | 15.05 614 | 16.17 643 | 18.42 522 | 21.45 632 | 43.31 642 | 41.00 588 | 24.30 537 | 38.12 577 | 34.98 594 | 26.92 596 | 35.46 623 | 25.65 594 | 4.29 615 | 2.07 613 | 3.24 608 | 8.90 647 | 2.86 562 | 2.86 569 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| DStereoFS |  | 26.88 640 | 21.28 643 | 29.50 597 | 18.65 630 | 12.35 631 | 29.13 601 | 13.04 571 | 50.34 660 | 47.29 616 | 35.95 621 | 44.38 620 | 36.32 600 | 41.02 650 | 51.90 667 | 33.82 627 | 7.92 635 | 5.83 649 | 15.86 648 | 9.22 649 | 17.41 655 | 16.41 656 |
|
| otaku |  | 33.18 653 | 35.99 662 | 52.93 641 | 40.01 662 | 21.41 652 | 55.08 661 | 17.25 614 | 43.30 641 | 61.58 665 | 39.25 630 | 49.16 635 | 46.61 643 | 28.49 608 | 39.77 645 | 28.76 617 | 18.56 657 | 7.00 654 | 31.82 664 | 9.61 650 | 21.53 660 | 15.48 654 |
|
| Ntro |  | 34.97 658 | 37.63 663 | 54.53 649 | 43.26 666 | 22.45 656 | 57.73 667 | 21.97 634 | 47.14 651 | 64.21 671 | 39.12 629 | 48.86 632 | 47.93 647 | 36.94 636 | 40.66 647 | 29.83 620 | 17.16 655 | 6.51 651 | 32.70 665 | 10.17 651 | 24.06 661 | 16.48 657 |
|
| CREStereo++_RVC |  | 4.61 225 | 0.99 122 | 3.70 59 | 4.08 203 | 2.01 299 | 3.94 93 | 0.10 20 | 9.10 164 | 16.94 357 | 8.65 253 | 16.77 310 | 4.46 172 | 2.18 105 | 5.72 95 | 3.12 265 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 652 | 0.02 9 | 0.01 4 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| MSMD_ROB |  | 22.90 618 | 9.64 593 | 14.76 513 | 17.46 625 | 9.88 611 | 34.94 624 | 18.83 623 | 33.67 563 | 37.47 570 | 40.97 635 | 59.80 661 | 45.93 640 | 38.34 641 | 31.74 610 | 23.24 579 | 6.22 628 | 3.58 637 | 8.78 637 | 11.03 653 | 6.76 610 | 5.06 603 |
|
| DStereoSA |  | 26.02 638 | 16.00 627 | 36.80 614 | 23.05 644 | 13.50 634 | 27.80 593 | 20.87 630 | 49.24 656 | 58.93 660 | 26.92 565 | 36.89 566 | 29.48 546 | 37.74 637 | 38.81 643 | 26.96 600 | 7.13 634 | 7.34 655 | 15.03 647 | 11.26 654 | 21.25 658 | 15.34 653 |
|
| DDUNet |  | 22.66 615 | 19.69 640 | 14.64 509 | 24.11 646 | 22.38 655 | 24.84 569 | 17.71 617 | 30.36 517 | 30.32 509 | 29.02 581 | 37.31 570 | 37.63 606 | 24.66 586 | 24.67 576 | 17.08 532 | 18.42 656 | 7.92 656 | 26.43 660 | 11.81 655 | 17.23 653 | 16.95 658 |
|
| DispFullNet |  | 30.27 650 | 31.74 655 | 58.63 660 | 30.13 655 | 28.18 661 | 31.79 614 | 8.94 503 | 37.16 603 | 54.68 641 | 32.60 607 | 37.99 574 | 44.62 634 | 28.80 609 | 41.55 650 | 27.93 613 | 11.94 653 | 3.46 635 | 35.53 666 | 12.34 656 | 30.08 666 | 17.26 659 |
|
| MADNet+ |  | 53.31 671 | 68.61 682 | 98.75 709 | 67.03 677 | 37.58 667 | 79.83 695 | 81.74 697 | 60.38 674 | 61.61 666 | 51.43 657 | 54.92 654 | 61.11 667 | 59.29 674 | 69.66 681 | 76.71 697 | 23.88 660 | 24.03 668 | 17.08 651 | 12.35 657 | 32.47 667 | 27.69 667 |
|
| Selective-IGEV-i1pa |  | 56.65 676 | 73.08 687 | 56.50 657 | 29.63 654 | 14.87 640 | 94.58 700 | 46.49 674 | 80.65 698 | 87.08 697 | 88.18 701 | 87.03 698 | 74.01 680 | 68.51 678 | 94.68 707 | 74.38 693 | 45.10 674 | 26.62 671 | 26.16 659 | 13.27 658 | 19.40 657 | 32.71 670 |
|
| ACVNet_1 |  | 41.30 664 | 49.46 667 | 64.91 668 | 44.67 667 | 25.07 659 | 49.43 656 | 25.23 648 | 55.33 668 | 65.87 673 | 59.72 663 | 59.33 660 | 63.43 670 | 48.79 660 | 49.63 659 | 37.09 641 | 19.05 658 | 9.82 658 | 38.29 667 | 13.97 659 | 28.67 664 | 18.23 662 |
|
| MSC_U_SF_DS_RVC |  | 37.16 661 | 34.69 658 | 53.68 647 | 37.47 661 | 12.55 633 | 56.80 665 | 22.63 638 | 52.02 664 | 63.29 670 | 66.20 675 | 63.82 666 | 58.12 660 | 53.73 667 | 51.21 662 | 46.48 664 | 8.79 638 | 5.31 646 | 14.69 646 | 15.22 660 | 17.27 654 | 9.21 639 |
|
| MFN_U_SF_DS_RVC |  | 23.92 624 | 13.60 619 | 30.09 600 | 25.46 648 | 10.02 614 | 38.51 639 | 20.40 628 | 35.77 589 | 43.76 606 | 42.15 637 | 47.10 630 | 39.99 617 | 28.20 606 | 35.96 629 | 27.06 602 | 3.64 609 | 3.85 642 | 6.66 627 | 16.30 661 | 4.97 597 | 4.98 602 |
|
| MANE |  | 31.97 652 | 10.75 604 | 17.71 547 | 20.94 636 | 13.77 636 | 47.80 653 | 26.85 652 | 53.00 666 | 55.20 648 | 59.29 662 | 64.30 669 | 64.93 672 | 56.31 672 | 51.83 666 | 38.69 646 | 9.61 641 | 4.72 645 | 6.91 629 | 19.93 662 | 9.20 625 | 7.64 630 |
|
| PASM |  | 28.19 644 | 17.35 632 | 48.18 638 | 22.49 643 | 22.20 654 | 25.92 580 | 25.84 651 | 34.35 572 | 49.45 625 | 35.37 619 | 39.48 585 | 46.72 644 | 33.36 627 | 34.28 617 | 36.77 638 | 11.73 651 | 14.94 663 | 17.43 652 | 22.18 663 | 13.45 640 | 12.32 649 |
|
| Anonymous_2 |  | 14.95 543 | 6.75 572 | 17.63 543 | 5.45 334 | 7.10 571 | 26.19 582 | 11.58 557 | 18.06 351 | 17.30 362 | 17.61 426 | 15.47 294 | 23.33 494 | 20.95 568 | 20.55 552 | 14.63 511 | 11.05 648 | 12.86 659 | 11.27 643 | 25.12 664 | 11.32 637 | 4.82 600 |
|
| DStereoRT |  | 14.31 541 | 2.30 457 | 10.03 424 | 10.45 556 | 5.01 483 | 18.36 521 | 6.38 447 | 27.11 470 | 26.47 477 | 15.77 378 | 24.40 413 | 10.48 297 | 14.62 496 | 17.08 498 | 9.45 454 | 1.32 571 | 0.51 551 | 57.89 677 | 25.93 665 | 0.56 429 | 2.01 547 |
|
| light-stereo |  | 41.36 665 | 29.75 654 | 55.07 652 | 54.98 671 | 49.52 672 | 36.70 630 | 17.57 616 | 46.92 650 | 51.01 635 | 53.58 659 | 54.47 652 | 62.25 669 | 35.15 631 | 48.78 657 | 33.36 626 | 34.63 665 | 26.20 670 | 20.76 654 | 28.59 666 | 46.39 671 | 41.49 677 |
|
| JetBlue |  | 54.08 672 | 45.10 666 | 74.15 681 | 51.17 669 | 47.68 671 | 75.66 688 | 60.97 682 | 63.63 675 | 62.09 667 | 63.32 673 | 64.88 671 | 78.86 684 | 68.17 677 | 68.15 679 | 75.09 696 | 36.86 666 | 24.88 669 | 29.01 663 | 29.12 667 | 28.71 665 | 34.13 671 |
|
| RainbowNet |  | 51.25 669 | 62.74 679 | 64.52 667 | 60.13 673 | 39.00 669 | 58.72 671 | 30.83 660 | 57.31 672 | 79.18 689 | 50.24 653 | 65.35 674 | 60.13 665 | 44.25 655 | 49.47 658 | 41.16 655 | 46.52 675 | 46.06 680 | 52.72 674 | 31.78 668 | 52.33 676 | 32.47 669 |
|
| NVStereoNet_ROB |  | 41.93 667 | 32.40 656 | 44.55 631 | 36.60 660 | 27.78 660 | 34.52 623 | 32.38 662 | 48.84 654 | 57.18 656 | 69.34 678 | 75.62 684 | 66.07 674 | 64.86 676 | 47.34 656 | 60.78 680 | 15.72 654 | 23.99 667 | 23.40 657 | 32.06 669 | 21.34 659 | 23.86 664 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| ACVNet-4b |  | 36.40 660 | 52.20 670 | 56.11 655 | 42.45 665 | 21.78 653 | 48.56 654 | 14.37 584 | 49.50 657 | 60.15 663 | 43.17 641 | 46.38 626 | 55.62 659 | 24.56 584 | 38.15 639 | 21.97 565 | 25.13 662 | 3.66 639 | 46.93 670 | 33.56 670 | 25.97 662 | 17.74 660 |
|
| MonStereo1 |  | 45.10 668 | 33.36 657 | 54.69 650 | 33.57 658 | 31.94 663 | 43.06 649 | 17.79 619 | 49.52 658 | 56.61 654 | 50.97 656 | 64.04 668 | 70.09 676 | 53.57 666 | 49.77 660 | 53.19 674 | 53.87 679 | 14.08 662 | 54.69 676 | 35.89 671 | 41.66 669 | 39.69 675 |
|
| ACVNet_2 |  | 57.39 677 | 61.72 678 | 72.56 680 | 66.35 676 | 38.29 668 | 61.93 673 | 48.64 676 | 71.64 687 | 81.91 692 | 79.28 691 | 88.72 700 | 76.25 681 | 72.87 683 | 54.33 670 | 46.74 666 | 37.13 667 | 23.36 666 | 54.52 675 | 37.80 672 | 46.22 670 | 27.59 666 |
|
| FADE |  | 41.00 663 | 35.07 659 | 67.42 672 | 32.15 656 | 23.61 657 | 40.02 644 | 25.39 650 | 57.09 671 | 71.09 680 | 43.02 639 | 41.74 603 | 43.42 632 | 51.38 662 | 58.81 671 | 50.88 672 | 37.95 668 | 21.02 665 | 44.59 669 | 42.77 673 | 17.09 652 | 15.50 655 |
|
| IMH-64-1 |  | 59.25 678 | 58.09 672 | 67.69 673 | 66.06 674 | 50.51 673 | 56.45 663 | 49.45 677 | 68.83 680 | 67.75 677 | 67.58 676 | 80.37 688 | 70.15 677 | 74.28 685 | 72.16 686 | 48.94 669 | 42.00 671 | 42.87 677 | 65.57 678 | 47.02 674 | 51.52 672 | 37.76 673 |
|
| IMH-64 |  | 59.25 678 | 58.09 672 | 67.69 673 | 66.06 674 | 50.51 673 | 56.45 663 | 49.45 677 | 68.83 680 | 67.75 677 | 67.58 676 | 80.37 688 | 70.15 677 | 74.28 685 | 72.16 686 | 48.94 669 | 42.00 671 | 42.87 677 | 65.57 678 | 47.02 674 | 51.52 672 | 37.76 673 |
|
| PWCK |  | 65.90 682 | 88.63 701 | 79.40 688 | 80.32 690 | 29.96 662 | 63.85 677 | 39.45 669 | 72.07 689 | 71.26 681 | 78.74 690 | 68.99 677 | 77.82 683 | 61.77 675 | 82.81 698 | 62.64 684 | 80.17 695 | 39.88 676 | 81.90 693 | 47.37 676 | 73.54 692 | 37.51 672 |
|
| SPS-STEREO |   | 55.62 674 | 59.14 675 | 64.16 665 | 45.05 668 | 53.84 678 | 59.88 672 | 44.00 673 | 59.53 673 | 49.94 628 | 62.33 671 | 61.09 662 | 59.80 664 | 56.82 673 | 60.06 673 | 57.85 677 | 58.41 683 | 48.34 682 | 51.07 673 | 49.21 677 | 55.41 678 | 56.48 682 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| SGM+DAISY |  | 54.67 673 | 56.61 671 | 62.73 662 | 40.21 663 | 53.22 675 | 61.95 674 | 48.59 675 | 55.05 667 | 44.62 610 | 61.03 668 | 63.68 665 | 60.46 666 | 55.62 671 | 60.68 674 | 55.34 676 | 56.34 682 | 48.56 683 | 50.16 671 | 49.63 678 | 52.25 675 | 56.76 683 |
|
| anonymity |  | 52.32 670 | 58.23 674 | 63.91 664 | 41.12 664 | 59.25 681 | 53.27 659 | 41.04 670 | 55.69 669 | 40.20 586 | 54.85 660 | 49.49 637 | 49.13 650 | 55.48 669 | 59.07 672 | 49.65 671 | 55.86 680 | 50.03 686 | 51.00 672 | 51.08 679 | 51.71 674 | 56.36 681 |
|
| IMH |  | 62.95 680 | 60.33 677 | 67.78 675 | 69.51 678 | 53.65 676 | 65.09 678 | 54.21 679 | 72.00 688 | 73.28 683 | 72.49 681 | 81.93 690 | 72.96 679 | 79.81 690 | 76.65 692 | 51.41 673 | 43.57 673 | 49.82 685 | 67.81 680 | 51.14 680 | 54.83 677 | 40.67 676 |
|
| Consistency-Raft |  | 41.82 666 | 35.10 660 | 44.56 632 | 32.85 657 | 41.39 670 | 46.76 652 | 34.76 665 | 57.01 670 | 54.94 644 | 32.10 603 | 65.22 673 | 30.82 556 | 48.46 659 | 40.81 648 | 48.77 668 | 27.39 663 | 34.28 672 | 42.92 668 | 51.66 681 | 39.28 668 | 27.28 665 |
|
| LVE |  | 71.50 685 | 72.46 685 | 83.91 693 | 75.21 681 | 55.29 680 | 74.81 683 | 62.76 684 | 77.22 693 | 83.77 694 | 82.09 693 | 87.11 699 | 83.38 691 | 82.41 695 | 75.93 690 | 64.49 685 | 48.28 677 | 57.24 692 | 74.61 684 | 62.53 682 | 65.49 679 | 61.01 685 |
|
| TorneroNet-64 |  | 65.66 681 | 70.70 684 | 71.20 679 | 76.52 682 | 59.70 683 | 66.78 679 | 58.05 680 | 67.53 679 | 80.00 690 | 62.67 672 | 67.40 675 | 83.09 690 | 69.42 680 | 67.34 676 | 62.05 683 | 48.31 678 | 44.07 679 | 72.93 682 | 63.88 683 | 68.05 682 | 53.58 680 |
|
| ktn |  | 72.58 689 | 80.06 697 | 69.96 677 | 79.14 687 | 69.86 692 | 75.40 687 | 70.43 691 | 69.01 682 | 76.90 686 | 72.88 682 | 77.46 685 | 77.43 682 | 77.41 689 | 72.78 689 | 55.00 675 | 79.09 692 | 65.99 694 | 80.09 689 | 68.29 684 | 71.46 689 | 62.98 687 |
|
| notaker |  | 72.18 687 | 79.78 695 | 78.84 687 | 78.75 686 | 68.52 689 | 63.26 676 | 61.68 683 | 69.22 683 | 75.95 684 | 77.58 688 | 78.85 686 | 79.69 687 | 84.79 699 | 77.39 693 | 58.43 678 | 69.68 689 | 60.79 693 | 77.46 686 | 68.48 685 | 69.62 684 | 64.92 690 |
|
| JetRed |  | 79.55 698 | 79.88 696 | 91.52 699 | 71.05 679 | 75.80 695 | 91.66 697 | 80.11 696 | 79.14 697 | 80.44 691 | 84.35 697 | 84.23 693 | 83.38 691 | 72.48 682 | 79.43 694 | 85.44 703 | 69.33 688 | 81.58 700 | 73.66 683 | 72.56 686 | 82.35 697 | 72.60 696 |
|
| WAO-7 |  | 72.21 688 | 78.21 690 | 54.04 648 | 79.33 688 | 69.31 691 | 70.20 681 | 72.09 692 | 77.85 696 | 84.90 695 | 77.35 687 | 86.03 694 | 79.37 686 | 79.88 691 | 65.32 675 | 65.33 686 | 62.33 685 | 69.70 697 | 70.51 681 | 73.21 687 | 67.23 681 | 62.02 686 |
|
| WAO-6 |  | 70.64 683 | 73.02 686 | 66.25 669 | 79.92 689 | 61.74 685 | 68.74 680 | 59.08 681 | 75.27 692 | 87.02 696 | 74.72 684 | 79.40 687 | 79.19 685 | 84.60 698 | 67.70 678 | 60.53 679 | 67.85 686 | 48.88 684 | 81.48 691 | 73.29 688 | 65.57 680 | 58.60 684 |
|
| TorneroNet |  | 71.21 684 | 73.44 688 | 75.82 684 | 80.82 691 | 65.65 687 | 70.53 682 | 64.39 685 | 71.42 686 | 75.97 685 | 71.47 680 | 73.68 682 | 84.17 693 | 74.00 684 | 69.85 682 | 69.09 687 | 59.37 684 | 48.19 681 | 79.67 687 | 73.51 689 | 74.93 693 | 68.26 693 |
|
| MFMNet_re |  | 72.05 686 | 79.64 694 | 64.23 666 | 52.73 670 | 84.71 696 | 77.93 691 | 68.35 686 | 63.96 676 | 66.93 675 | 61.00 667 | 71.29 680 | 63.84 671 | 68.91 679 | 72.42 688 | 61.11 681 | 82.03 699 | 74.22 699 | 80.34 690 | 74.44 690 | 83.62 700 | 89.34 702 |
|
| GCST |   | 37.32 662 | 40.98 665 | 25.25 585 | 92.15 703 | 35.59 666 | 25.00 573 | 1.02 113 | 25.45 446 | 19.73 390 | 26.01 559 | 15.21 292 | 19.51 459 | 4.75 230 | 16.71 493 | 4.32 322 | 80.90 696 | 35.46 673 | 87.50 702 | 74.71 691 | 73.21 691 | 42.99 678 |
|
| HanzoNet |  | 77.61 697 | 81.11 698 | 82.83 689 | 77.82 685 | 69.15 690 | 75.25 686 | 69.06 690 | 73.49 690 | 77.84 688 | 82.19 694 | 82.80 691 | 85.42 695 | 86.67 703 | 85.99 701 | 73.64 692 | 85.24 703 | 68.38 696 | 81.71 692 | 75.47 692 | 71.98 690 | 66.24 691 |
|
| DPSimNet_ROB |  | 74.29 692 | 83.27 699 | 59.30 661 | 77.19 683 | 65.13 686 | 75.14 685 | 74.95 693 | 73.99 691 | 76.94 687 | 81.99 692 | 75.48 683 | 80.18 688 | 71.76 681 | 67.39 677 | 84.00 702 | 81.87 698 | 51.14 687 | 79.99 688 | 76.70 693 | 70.17 685 | 79.21 698 |
|
| UNDER WATER-64 |  | 73.11 690 | 74.48 689 | 87.70 694 | 74.03 680 | 55.20 679 | 78.24 692 | 75.71 694 | 65.33 677 | 67.91 679 | 75.60 686 | 69.32 678 | 84.41 694 | 76.93 688 | 68.43 680 | 72.45 690 | 81.18 697 | 56.77 691 | 82.46 694 | 80.34 694 | 68.22 683 | 67.48 692 |
|
| ASD4 |  | 87.72 700 | 90.49 702 | 83.85 692 | 83.29 692 | 90.74 702 | 97.88 705 | 99.60 711 | 88.98 702 | 96.82 706 | 88.24 702 | 93.42 702 | 89.82 701 | 86.15 702 | 88.78 702 | 91.81 704 | 79.31 693 | 81.76 701 | 76.68 685 | 81.50 695 | 83.55 699 | 81.68 699 |
|
| TCMNet-wrong-test |  | 76.74 694 | 91.47 704 | 89.31 696 | 97.64 706 | 97.35 706 | 94.87 701 | 92.51 702 | 69.78 684 | 65.29 672 | 63.44 674 | 71.10 679 | 65.66 673 | 51.44 663 | 85.29 700 | 74.70 694 | 56.06 681 | 20.22 664 | 83.11 698 | 82.39 696 | 95.02 707 | 88.18 701 |
|
| WAO-8 |  | 76.87 695 | 78.41 691 | 66.45 670 | 86.81 697 | 72.47 693 | 79.27 693 | 68.59 688 | 77.75 694 | 89.01 699 | 83.09 695 | 86.98 695 | 85.87 698 | 84.97 700 | 72.12 684 | 69.11 688 | 74.93 690 | 55.23 689 | 87.79 703 | 83.50 697 | 70.47 686 | 64.56 688 |
|
| Venus |  | 76.87 695 | 78.41 691 | 66.45 670 | 86.81 697 | 72.47 693 | 79.27 693 | 68.59 688 | 77.75 694 | 89.01 699 | 83.09 695 | 86.98 695 | 85.87 698 | 84.97 700 | 72.12 684 | 69.11 688 | 74.93 690 | 55.23 689 | 87.79 703 | 83.50 697 | 70.48 687 | 64.56 688 |
|
| UNDER WATER |  | 75.92 693 | 79.25 693 | 87.75 695 | 84.39 693 | 66.43 688 | 77.08 690 | 77.22 695 | 66.90 678 | 72.16 682 | 75.32 685 | 71.56 681 | 85.89 700 | 82.15 694 | 70.11 683 | 74.99 695 | 79.34 694 | 53.61 688 | 86.40 700 | 84.53 699 | 71.29 688 | 72.11 695 |
|
| Dean |  | 80.72 699 | 85.82 700 | 83.27 690 | 84.91 696 | 59.53 682 | 75.11 684 | 68.39 687 | 81.59 699 | 88.05 698 | 92.41 703 | 86.98 695 | 92.41 704 | 93.02 705 | 83.11 699 | 73.31 691 | 68.01 687 | 66.13 695 | 94.82 708 | 84.66 700 | 83.28 698 | 69.50 694 |
|
| tt |  | 89.96 704 | 1.02 127 | 100.00 715 | 99.40 711 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 78.36 689 | 67.94 676 | 99.99 717 | 100.00 715 | 100.00 717 | 100.00 718 | 95.81 708 | 99.93 713 | 87.43 701 | 86.39 701 | 95.11 710 | 87.89 700 |
|
| USTest |  | 93.52 708 | 90.92 703 | 77.74 686 | 87.90 702 | 92.63 704 | 100.00 713 | 100.00 715 | 99.79 713 | 99.80 712 | 99.21 712 | 99.52 712 | 98.03 709 | 99.15 711 | 89.52 703 | 99.31 712 | 90.37 704 | 98.47 709 | 84.34 699 | 87.43 702 | 84.58 701 | 91.71 706 |
|
| xxxxx1 |  | 91.92 705 | 95.33 707 | 98.45 706 | 87.29 699 | 89.24 699 | 98.50 706 | 98.17 708 | 92.95 703 | 93.21 702 | 93.55 704 | 95.36 705 | 96.99 706 | 96.28 706 | 94.65 704 | 94.94 705 | 83.26 700 | 84.17 702 | 82.90 695 | 88.32 703 | 85.49 702 | 89.37 703 |
|
| tt_ll |  | 91.92 705 | 95.33 707 | 98.45 706 | 87.29 699 | 89.24 699 | 98.50 706 | 98.17 708 | 92.95 703 | 93.21 702 | 93.55 704 | 95.36 705 | 96.99 706 | 96.28 706 | 94.65 704 | 94.94 705 | 83.26 700 | 84.17 702 | 82.90 695 | 88.32 703 | 85.49 702 | 89.37 703 |
|
| ff |  | 91.92 705 | 95.33 707 | 98.45 706 | 87.29 699 | 89.24 699 | 98.50 706 | 98.17 708 | 92.95 703 | 93.21 702 | 93.55 704 | 95.36 705 | 96.99 706 | 96.28 706 | 94.65 704 | 94.94 705 | 83.26 700 | 84.17 702 | 82.90 695 | 88.32 703 | 85.49 702 | 89.37 703 |
|
| MADNet++ |  | 94.16 709 | 94.02 706 | 90.25 697 | 96.28 705 | 96.84 705 | 97.17 704 | 90.16 699 | 94.71 706 | 91.69 701 | 97.07 709 | 93.71 703 | 94.62 705 | 92.63 704 | 96.15 708 | 95.18 708 | 95.42 705 | 95.89 705 | 92.80 707 | 92.23 706 | 92.10 705 | 94.30 711 |
|
| RSGM-EC |  | 88.03 701 | 67.44 680 | 53.54 644 | 84.82 694 | 87.13 697 | 94.34 698 | 92.20 700 | 94.86 707 | 98.29 707 | 95.56 707 | 98.06 708 | 85.65 696 | 83.07 696 | 79.52 695 | 79.00 698 | 95.80 706 | 97.66 707 | 91.52 705 | 95.19 707 | 95.05 708 | 91.80 707 |
|
| acva |  | 88.03 701 | 67.44 680 | 53.54 644 | 84.82 694 | 87.13 697 | 94.34 698 | 92.20 700 | 94.86 707 | 98.29 707 | 95.56 707 | 98.06 708 | 85.65 696 | 83.07 696 | 79.52 695 | 79.00 698 | 95.80 706 | 97.66 707 | 91.52 705 | 95.19 707 | 95.05 708 | 91.80 707 |
|
| KSHMR |  | 88.54 703 | 93.03 705 | 83.31 691 | 95.54 704 | 91.74 703 | 82.37 696 | 83.41 698 | 84.43 700 | 81.99 693 | 87.89 699 | 84.05 692 | 91.94 703 | 81.33 692 | 76.34 691 | 81.76 701 | 96.44 709 | 96.14 706 | 96.69 710 | 97.12 709 | 92.52 706 | 92.67 709 |
|
| LRCNet_RVC |  | 73.59 691 | 69.80 683 | 74.41 682 | 77.63 684 | 60.56 684 | 40.33 645 | 15.08 594 | 71.04 685 | 48.36 620 | 88.07 700 | 94.62 704 | 90.11 702 | 81.83 693 | 80.58 697 | 61.26 682 | 97.12 710 | 72.30 698 | 96.65 709 | 97.58 710 | 77.13 694 | 77.30 697 |
|
| Anonymous_1 |  | 99.65 713 | 99.95 712 | 99.93 713 | 99.80 712 | 99.60 711 | 100.00 713 | 100.00 715 | 99.82 715 | 99.98 713 | 99.62 714 | 99.94 714 | 99.75 714 | 100.00 715 | 99.66 712 | 99.88 713 | 98.45 711 | 99.84 712 | 98.73 711 | 99.26 711 | 99.41 711 | 99.36 712 |
|
| PML |  | 99.19 710 | 100.00 716 | 98.08 705 | 99.28 710 | 99.53 710 | 100.00 713 | 99.73 712 | 98.24 709 | 99.44 711 | 100.00 716 | 99.57 713 | 98.76 711 | 99.84 712 | 100.00 717 | 98.88 711 | 100.00 713 | 99.54 710 | 100.00 714 | 99.50 712 | 99.90 713 | 93.55 710 |
|
| test_example2 |  | 99.68 714 | 99.99 713 | 99.99 714 | 100.00 715 | 99.99 714 | 99.86 712 | 99.99 714 | 98.29 710 | 100.00 715 | 100.00 716 | 100.00 715 | 98.15 710 | 98.39 709 | 99.98 714 | 99.98 714 | 100.00 713 | 99.99 714 | 99.40 712 | 99.53 713 | 100.00 716 | 100.00 717 |
|
| ccccc |  | 99.71 715 | 98.19 710 | 100.00 715 | 100.00 715 | 100.00 715 | 99.32 711 | 99.81 713 | 99.79 713 | 99.22 710 | 99.63 715 | 98.80 710 | 99.69 713 | 99.91 713 | 99.95 713 | 99.99 715 | 100.00 713 | 100.00 715 | 99.97 713 | 99.90 714 | 100.00 716 | 100.00 717 |
|
| iinet-test |  | 99.97 719 | 100.00 716 | 100.00 715 | 99.84 713 | 99.86 712 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 99.93 714 | 99.85 714 |
|
| IINet |  | 99.97 719 | 100.00 716 | 100.00 715 | 99.84 713 | 99.87 713 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 99.93 714 | 99.84 713 |
|
| Hybrid-DGEV |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| RAFT-FEzeroshot |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| RAFT-FE |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| FlowAnything |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| HaxPig |  | 99.40 712 | 99.99 713 | 97.38 704 | 100.00 715 | 100.00 715 | 96.91 702 | 97.35 705 | 99.59 712 | 99.99 714 | 100.00 716 | 100.00 715 | 99.99 717 | 99.99 714 | 99.04 711 | 97.77 709 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 99.99 716 |
|
| Selective-RAFT-Error |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| CasAABBNet |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| LSM0 |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSMNet_ROB |  | 99.95 717 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 99.15 711 | 100.00 715 | 99.96 715 | 100.00 715 | 99.99 715 | 99.99 715 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DGTPSM_ROB |  | 99.95 717 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 99.14 710 | 100.00 715 | 99.96 715 | 100.00 715 | 99.99 715 | 99.99 715 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSM_ROB |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| DPSM |  | 100.00 721 | 100.00 716 | 100.00 715 | 100.00 715 | 100.00 715 | 100.00 713 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|
| MEDIAN_ROB |  | 99.19 710 | 99.84 711 | 99.62 711 | 98.49 707 | 98.51 709 | 98.58 709 | 97.81 707 | 98.80 711 | 98.56 709 | 99.36 713 | 99.49 711 | 99.56 712 | 99.06 710 | 98.35 710 | 98.31 710 | 99.99 712 | 99.63 711 | 100.00 714 | 100.00 715 | 99.81 712 | 99.95 715 |
|
| AVERAGE_ROB |  | 99.80 716 | 99.99 713 | 99.40 710 | 100.00 715 | 100.00 715 | 98.99 710 | 97.72 706 | 100.00 716 | 100.00 715 | 100.00 716 | 100.00 715 | 100.00 719 | 100.00 715 | 100.00 717 | 100.00 718 | 100.00 713 | 100.00 715 | 100.00 714 | 100.00 715 | 100.00 716 | 100.00 717 |
|