OpenCodePapers

3d-reconstruction-on-dtu

3D Reconstruction
Dataset Link
Results over time
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Leaderboard
PaperCodeOverallAccCompModelNameReleaseDate
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo✓ Link0.28050.30900.2521MVSFormer++2024-01-22
GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo✓ Link0.2870.3470.227GoMVS2024-04-11
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth✓ Link0.2890.3270.251MVSFormer2022-08-04
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo✓ Link0.2910.3290.253ET-MVSNet2023-09-29
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo✓ Link0.2950.3300.260GC-MVSNet2023-10-30
GeoMVSNet: Learning Multi-View Stereo With Geometry Perception✓ Link0.2950.3310.259GeoMVSNet2023-01-01
Multi-View Stereo Representation Revisit: Region-Aware MVSNet0.2970.3260.268RA-MVSNet2023-04-26
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo✓ Link0.3030.3120.293GBi-Net2021-12-04
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers✓ Link0.3050.3210.289TransMVSNet2021-11-29
Curvature-guided dynamic scale networks for Multi-view Stereo✓ Link0.3150.3510.278CDS-MVSNet2021-12-11
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation✓ Link0.3150.3520.278UniMVSNet2022-01-05
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions0.3210.3340.309IB-MVS2021-11-29
Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo✓ Link0.3280.3790.278MSCVP-MVSNet2022-07-25
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness✓ Link0.3440.3380.349UCSNet2019-11-27
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo✓ Link0.3510.2960.406CVP-MVSNet2019-12-18
PatchmatchNet: Learned Multi-View Patchmatch Stereo✓ Link0.3520.4270.277PatchmatchNet2020-12-02
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching✓ Link0.3550.3250.385Cas-MVSNet2019-12-13
EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo✓ Link0.3550.4130.296EPP-MVSNet2021-01-01
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network✓ Link0.3570.3760.339AA-RMVSNet2021-08-09
Visibility-aware Multi-view Stereo Network✓ Link0.3650.3690.361Vis-MVSNet2020-08-18
MVSNet: Depth Inference for Unstructured Multi-view Stereo✓ Link0.4620.3960.527MVSNet2018-04-07
Structure-From-Motion Revisited✓ Link0.5320.4000.664COLMAP2016-06-01
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion✓ Link0.5780.2830.873Gipuma2015-12-01
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction✓ Link0.6300.3970.8843D-R2N22016-04-02