Multi-view Stereo on DTU (test)
42.7AccuracyPatchMatchNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PatchMatchNet2021.11 | 42.7 | 27.7 | 35.2 | — | — | — | |
| PatchmatchNet2024.04 | 42.7 | 27.7 | 35.2 | — | — | — | |
| P-MVSNet2021.11 | 40.6 | 43.4 | 42 | — | — | — | |
| COLMAP2020.08 | 40 | 66.4 | 53.2 | — | — | — | |
| COLMAPmethod_type=traditional2022.08 | 40 | 66.4 | 53.2 | — | — | — | |
| COLMAP2024.01 | 40 | 66.4 | 53.2 | — | — | — | |
| MVSNet2020.08 | 39.6 | 52.7 | 46.2 | — | — | — | |
| MVSNet2022.07 | 39.6 | 52.7 | 46.2 | — | — | — | |
| MVSNet2024.04 | 39.6 | 52.7 | 46.2 | — | — | — | |
| D2HC-RMVSNet2021.11 | 39.5 | 37.8 | 38.6 | — | — | — | |
| R-MVSNet2021.11 | 38.5 | 45.9 | 42.2 | — | — | — | |
| R-MVSNet2022.08 | 38.5 | 45.9 | 42.2 | — | — | — | |
| Att-MVS2021.11 | 38.3 | 32.9 | 35.6 | — | — | — | |
| R-MVSNet2022.07 | 38.3 | 45.2 | 41.8 | — | — | — | |
| MSCVP-MVSNetfeature pyramid levels=5, number of views=5, input resolution=1600x11842022.07 | 37.9 | 27.8 | 32.8 | — | — | — | |
| AA-RMVSNet2022.08 | 37.6 | 33.9 | 35.7 | — | — | — | |
| AA-RMVSNet2024.01 | 37.6 | 33.9 | 35.7 | — | — | — | |
| IterMVS2024.04 | 37.3 | 35.4 | 36.3 | — | — | — | |
| MVSCRF2022.07 | 37.1 | 42.6 | 39.8 | — | — | — | |
| Vis-MVSNettraining_dataset=DTU training set2020.08 | 36.9 | 36.1 | 36.5 | — | — | — | |
| VisMVSNet2021.11 | 36.9 | 36.1 | 36.5 | — | — | — | |
| Vis-MVSNet2022.07 | 36.9 | 36.1 | 36.5 | — | — | — | |
| Vis-MVSNet2024.04 | 36.9 | 36.1 | 36.5 | — | — | — | |
| Miper-MVS2024.04 | 36.4 | 32.7 | 34.5 | — | — | — | |
| PointMVSNet2022.07 | 36.1 | 42.1 | 39.1 | — | — | — | |
| CVP-MVS2024.04 | 35.9 | 30.5 | 33.2 | — | — | — | |
| AACVP-MVSNet2022.07 | 35.7 | 32.6 | 34.1 | — | — | — | |
| DispMVS2024.04 | 35.4 | 32.4 | 33.9 | — | — | — | |
| CDS-MVSNet2022.08 | 35.2 | 28 | 31.6 | — | — | — | |
| UniMVSNet2022.08 | 35.2 | 27.8 | 31.5 | — | — | — | |
| UniMVSNet2024.01 | 35.2 | 27.8 | 31.5 | — | — | — | |
| Point-MVSNet2020.08 | 34.2 | 41.1 | 37.6 | — | — | — | |
| UCSNet2020.08 | 33.8 | 34.9 | 34.4 | — | — | — | |
| UCS-Net2021.11 | 33.8 | 34.9 | 34.4 | — | — | — | |
| USCNet2022.07 | 33.8 | 34.9 | 34.4 | — | — | — | |
| PVSNet2022.07 | 33.7 | 31.5 | 32.6 | — | — | — | |
| IB-MVS2021.11 | 33.4 | 30.9 | 32.1 | — | — | — | |
| BP-MVSNet2021.11 | 33.3 | 32 | 32.7 | — | — | — | |
| GeoMVSNet2024.01 | 33.1 | 25.9 | 29.5 | — | — | — | |
| MVSFormerBackbone=Twins-small, Testing resolution=1152 x 1536, View number (N)=52022.08 | 32.7 | 25.1 | 28.9 | — | — | — | |
| MVSFormer-PBackbone=DINO-small (frozen), Testing resolution=1152 x 1536, View number (N)=52022.08 | 32.7 | 26.5 | 29.6 | — | — | — | |
| MVSFormer2024.01 | 32.7 | 25.1 | 28.9 | — | — | — | |
| RA-MVSNet2024.01 | 32.6 | 26.8 | 29.7 | — | — | — | |
| CasMVSNet2020.08 | 32.5 | 38.5 | 35.5 | — | — | — | |
| CasMVSNet2021.11 | 32.5 | 38.5 | 35.5 | — | — | — | |
| CasMVSNet2022.08 | 32.5 | 38.5 | 35.5 | — | — | — | |
| CasMVSNet2024.01 | 32.5 | 38.5 | 35.5 | — | — | — | |
| CasMVSNet2024.04 | 32.5 | 38.5 | 35.5 | — | — | — | |
| TransMVSNet2022.08 | 32.1 | 28.9 | 30.5 | — | — | — | |
| TransMVSNet2024.01 | 32.1 | 28.9 | 30.5 | — | — | — | |
| LANet2021.11 | 32 | 34.9 | 33.5 | — | — | — | |
| MoCha-MVS2024.04 | 31.4 | 32.5 | 31.9 | — | — | — | |
| GBiNetNote=re-tested with the same post-processing threshold to all scans2022.08 | 31.2 | 29.3 | 30.3 | — | — | — | |
| WT-MVSNet2024.01 | 30.9 | 28.1 | 29.5 | — | — | — | |
| MVSFormer++2024.01 | 30.9 | 25.21 | 28.05 | — | — | — | |
| CostFormer2024.01 | 30.1 | 32.2 | 31.2 | — | — | — | |
| CVP-MVSNet2020.08 | 29.6 | 40.6 | 35.1 | — | — | — | |
| CVP-MVSNet2021.11 | 29.6 | 40.6 | 35.1 | — | — | — | |
| CVP-MVSNet2022.07 | 29.6 | 40.6 | 35.1 | — | — | — | |
| Gipumamethod_type=traditional2022.08 | 28.3 | 87.3 | 57.8 | — | — | — | |
| Gipuma2024.01 | 28.3 | 87.3 | 57.8 | — | — | — | |
| AA-RMVSNetCategory=trained on DTU2023.03 | — | — | — | 0.376 | 0.339 | 0.357 | |
| AA-RMVSNet2023.04 | — | — | — | 0.376 | 0.339 | 0.357 | |
| AttMVSTraining dataset=modified version of DTU2021.12 | — | — | — | 0.383 | 0.329 | 0.356 | |
| BP-MVSNet2021.12 | — | — | — | 0.333 | 0.32 | 0.327 | |
| CampCategory=traditional2023.03 | — | — | — | 0.835 | 0.554 | 0.695 | |
| CasMVSNet2021.12 | — | — | — | 0.325 | 0.385 | 0.355 | |
| CasMVSNetCategory=trained on DTU2023.03 | — | — | — | 0.325 | 0.385 | 0.355 | |
| CasMVSNet2023.04 | — | — | — | 0.325 | 0.385 | 0.355 | |
| CDSFNetTraining dataset=DTU only2021.12 | — | — | — | 0.352 | 0.28 | 0.316 | |
| CDSFNetTraining dataset=DTU + BlendedMVS2021.12 | — | — | — | 0.351 | 0.278 | 0.315 | |
| CER-MVSCategory=trained on DTU2023.03 | — | — | — | 0.359 | 0.305 | 0.332 | |
| ColmapType=traditional method2021.12 | — | — | — | 0.4 | 0.664 | 0.532 | |
| COLMAP2023.04 | — | — | — | 0.4 | 0.664 | 0.532 | |
| CVP-MVSNet2021.12 | — | — | — | 0.296 | 0.406 | 0.351 | |
| CVP-MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.296 | 0.406 | 0.351 | |
| Fast-MVSNetTraining dataset=DTU2021.12 | — | — | — | 0.336 | 0.403 | 0.37 | |
| Fast-MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.336 | 0.403 | 0.37 | |
| FuruCategory=traditional2023.03 | — | — | — | 0.613 | 0.941 | 0.777 | |
| Furu2023.04 | — | — | — | 0.613 | 0.941 | 0.777 | |
| GBi-Net2023.04 | — | — | — | 0.327 | 0.268 | 0.298 | |
| GipumaType=traditional method2021.12 | — | — | — | 0.283 | 0.873 | 0.578 | |
| GipumaCategory=traditional2023.03 | — | — | — | 0.283 | 0.873 | 0.578 | |
| Gipuma2023.04 | — | — | — | 0.283 | 0.873 | 0.578 | |
| IGEV-MVSCategory=trained on DTU2023.03 | — | — | — | 0.331 | 0.316 | 0.324 | |
| IterMVSCategory=trained on DTU2023.03 | — | — | — | 0.373 | 0.354 | 0.363 | |
| MVS2DCategory=trained on DTU2023.03 | — | — | — | 0.394 | 0.29 | 0.342 | |
| MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.396 | 0.527 | 0.462 | |
| MVSNet2023.04 | — | — | — | 0.396 | 0.527 | 0.462 | |
| P-MVSNet2021.12 | — | — | — | 0.406 | 0.434 | 0.42 | |
| P-MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.406 | 0.434 | 0.42 | |
| PatchmatchNetCategory=trained on DTU2023.03 | — | — | — | 0.427 | 0.277 | 0.352 | |
| PatchMatchNet2021.12 | — | — | — | 0.427 | 0.277 | 0.352 | |
| Point-MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.342 | 0.411 | 0.376 | |
| Point-MVSNet2023.04 | — | — | — | 0.342 | 0.411 | 0.376 | |
| PVA-MVSNet2021.12 | — | — | — | 0.379 | 0.336 | 0.357 | |
| R-MVSNetCategory=trained on DTU2023.03 | — | — | — | 0.383 | 0.452 | 0.417 | |
| RA-MVSNet2023.04 | — | — | — | 0.326 | 0.268 | 0.297 | |
| SurfaceNet2023.04 | — | — | — | 0.45 | 1.04 | 0.745 | |
| TolaCategory=traditional2023.03 | — | — | — | 0.342 | 1.19 | 0.766 |