Metric: Mean F1 (Advanced) (higher is better)
| # | Model↕ | Mean F1 (Advanced)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MVSFormer++ | 41.7 | No | MVSFormer++: Revealing the Devil in Transformer'... | 2024-01-22 | Code |
| 2 | GeoMVSNet | 41.52 | No | - | - | Code |
| 3 | MVSFormer | 40.87 | No | MVSFormer: Multi-View Stereo by Learning Robust ... | 2022-08-04 | Code |
| 4 | ET-MVSNet | 40.41 | No | When Epipolar Constraint Meets Non-local Operato... | 2023-09-29 | Code |
| 5 | DPE-MVS | 40.2 | No | Dual-Level Precision Edges Guided Multi-View Ste... | 2024-12-29 | Code |
| 6 | RA-MVSNet | 39.93 | No | Multi-View Stereo Representation Revisit: Region... | 2023-04-26 | - |
| 7 | APD-MVS | 39.91 | No | - | - | Code |
| 8 | GC-MVSNet | 38.74 | No | GC-MVSNet: Multi-View, Multi-Scale, Geometricall... | 2023-10-30 | Code |
| 9 | EPP-MVSNet | 35.72 | No | - | - | Code |
| 10 | ACMM | 34.02 | No | Multi-Scale Geometric Consistency Guided Multi-V... | 2019-04-17 | - |
| 11 | PatchmatchNet | 32.31 | No | PatchmatchNet: Learned Multi-View Patchmatch Ste... | 2020-12-02 | Code |
| 12 | IB-MVS | 31.96 | No | IB-MVS: An Iterative Algorithm for Deep Multi-Vi... | 2021-11-29 | - |
| 13 | Cas-MVSNet | 31.12 | No | Cascade Cost Volume for High-Resolution Multi-Vi... | 2019-12-13 | Code |
| 14 | COLMAP | 27.24 | No | - | - | Code |