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SotA/Methodology/3D Reconstruction/DTU

3D Reconstruction on DTU

Metric: Overall (higher is better)

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#Model↕Overall▼AugmentationsPaperDate↕Code
13D-R2N20.63No3D-R2N2: A Unified Approach for Single and Multi...2016-04-02Code
2Gipuma0.578No--Code
3COLMAP0.532No--Code
4MVSNet0.462NoMVSNet: Depth Inference for Unstructured Multi-v...2018-04-07Code
5Vis-MVSNet0.365NoVisibility-aware Multi-view Stereo Network2020-08-18Code
6AA-RMVSNet0.357NoAA-RMVSNet: Adaptive Aggregation Recurrent Multi...2021-08-09Code
7Cas-MVSNet0.355NoCascade Cost Volume for High-Resolution Multi-Vi...2019-12-13Code
8EPP-MVSNet0.355No--Code
9PatchmatchNet0.352NoPatchmatchNet: Learned Multi-View Patchmatch Ste...2020-12-02Code
10CVP-MVSNet0.351NoCost Volume Pyramid Based Depth Inference for Mu...2019-12-18Code
11UCSNet0.344NoDeep Stereo using Adaptive Thin Volume Represent...2019-11-27Code
12MSCVP-MVSNet0.328NoCost Volume Pyramid Network with Multi-strategie...2022-07-25Code
13IB-MVS0.321NoIB-MVS: An Iterative Algorithm for Deep Multi-Vi...2021-11-29-
14CDS-MVSNet0.315NoCurvature-guided dynamic scale networks for Mult...2021-12-11Code
15UniMVSNet0.315NoRethinking Depth Estimation for Multi-View Stere...2022-01-05Code
16TransMVSNet0.305NoTransMVSNet: Global Context-aware Multi-view Ste...2021-11-29Code
17GBi-Net0.303NoGeneralized Binary Search Network for Highly-Eff...2021-12-04Code
18RA-MVSNet0.297NoMulti-View Stereo Representation Revisit: Region...2023-04-26-
19GC-MVSNet0.295NoGC-MVSNet: Multi-View, Multi-Scale, Geometricall...2023-10-30Code
20GeoMVSNet0.295No--Code
21ET-MVSNet0.291NoWhen Epipolar Constraint Meets Non-local Operato...2023-09-29Code
22MVSFormer0.289NoMVSFormer: Multi-View Stereo by Learning Robust ...2022-08-04Code
23GoMVS0.287NoGoMVS: Geometrically Consistent Cost Aggregation...2024-04-11Code
24MVSFormer++0.2805NoMVSFormer++: Revealing the Devil in Transformer'...2024-01-22Code