| M2Depth: Unifying Monocular Depth Foundation Priors with Multi-View Stereo | | 43.84 | | M2Depth | 2026-08-21 |
| MonoMVSNet: Monocular Priors Guided Multi-View Stereo Network | ✓ Link | 43.58 | | MonoMVSNet | 2025-07-15 |
| MVSMamba: Multi-View Stereo with State Space Model | ✓ Link | 43.32 | | MVSMamba | 2025-11-03 |
| GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo | ✓ Link | 43.07 | 66.44 | GoMVS | 2024-04-11 |
| MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo | ✓ Link | 41.70 | 67.03 | MVSFormer++ | 2024-01-22 |
| DVP-MVS++: Synergize Depth-Normal-Edge and Harmonized Visibility Prior for Multi-View Stereo | | 41.65 | | DVP-MVS++ | 2025-06-16 |
| GeoMVSNet: Learning Multi-View Stereo With Geometry Perception | ✓ Link | 41.52 | 65.89 | GeoMVSNet | 2023-01-01 |
| MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth | ✓ Link | 40.87 | 66.37 | MVSFormer | 2022-08-04 |
| When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo | ✓ Link | 40.41 | 65.49 | ET-MVSNet | 2023-09-29 |
| Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization | ✓ Link | 40.20 | 63.98 | DPE-MVS | 2024-12-29 |
| Multi-View Stereo Representation Revisit: Region-Aware MVSNet | | 39.93 | 65.72 | RA-MVSNet | 2023-04-26 |
| Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo | ✓ Link | 39.91 | 63.64 | APD-MVS | 2023-01-01 |
| Lightweight and Accurate Multi-View Stereo with Confidence-Aware Diffusion Model | ✓ Link | 39.69 | | DiffMVS | 2025-09-18 |
| Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation | ✓ Link | 38.96 | 64.36 | UniMVSNet | 2022-01-05 |
| GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo | ✓ Link | 38.74 | 62.74 | GC-MVSNet | 2023-10-30 |
| TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers | ✓ Link | 37.00 | 63.52 | TransMVSNet | 2021-11-29 |
| EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo | ✓ Link | 35.72 | 61.68 | EPP-MVSNet | 2021-01-01 |
| Multi-Scale Geometric Consistency Guided Multi-View Stereo | | 34.02 | 57.27 | ACMM | 2019-04-17 |
| PatchmatchNet: Learned Multi-View Patchmatch Stereo | ✓ Link | 32.31 | 53.15 | PatchmatchNet | 2020-12-02 |
| IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions | | 31.96 | 56.02 | IB-MVS | 2021-11-29 |
| Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching | ✓ Link | 31.12 | 56.84 | Cas-MVSNet | 2019-12-13 |
| Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference | ✓ Link | 29.55 | 48.40 | R-MVSNet | 2019-02-27 |
| Structure-From-Motion Revisited | ✓ Link | 27.24 | 42.14 | COLMAP | 2016-06-01 |
| Curvature-guided dynamic scale networks for Multi-view Stereo | ✓ Link | | 61.58 | CDS-MVSNet | 2021-12-11 |
| AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network | ✓ Link | | 61.51 | AA-RMVSNet | 2021-08-09 |
| Generalized Binary Search Network for Highly-Efficient Multi-View Stereo | ✓ Link | | 61.42 | GBi-Net | 2021-12-04 |
| Visibility-aware Multi-view Stereo Network | ✓ Link | | 60.03 | Vis-MVSNet | 2020-08-18 |
| Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness | ✓ Link | | 54.83 | UCSNet | 2019-11-27 |
| Cost Volume Pyramid Based Depth Inference for Multi-View Stereo | ✓ Link | | 54.03 | CVP-MVSNet | 2019-12-18 |
| MVSNet: Depth Inference for Unstructured Multi-view Stereo | ✓ Link | | 43.48 | MVSNet | 2018-04-07 |