ML Research Wiki / Benchmarks / 3D Reconstruction / DTU

DTU

3D Reconstruction Benchmark

Performance Over Time

📊 Showing 20 results | 📏 Metric: Overall

Top Performing Models

Rank Model Paper Overall Date Code
1 PatchmatchNet PatchmatchNet: Learned Multi-View Patchmatch Stereo 0.43 2020-12-02 📦 FangjinhuaWang/PatchmatchNet
2 3D-R2N2 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction 0.40 2016-04-02 📦 chrischoy/3D-R2N2 📦 Xharlie/ShapenetRender_more_variation 📦 liuzhengzhe/ISS-Image-as-Stepping-Stone-for-Text-Guided-3D-Shape-Generation
3 MVSNet MVSNet: Depth Inference for Unstructured Multi-view Stereo 0.40 2018-04-07 📦 YoYo000/MVSNet 📦 xy-guo/MVSNet_pytorch 📦 kwea123/MVSNet_pl 📦 Skoltech-3D/sk3d_data 📦 2023-MindSpore-1/ms-code-213
4 MSCVP-MVSNet Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo 0.38 2022-07-25 📦 SibylGao/MSCVP-MVSNet
5 AA-RMVSNet AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network 0.38 2021-08-09 📦 qt-zhu/aa-rmvsnet
6 Vis-MVSNet Visibility-aware Multi-view Stereo Network 0.37 2020-08-18 📦 jzhangbs/Vis-MVSNet
7 UniMVSNet Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation 0.35 2022-01-05 📦 prstrive/unimvsnet
8 CDS-MVSNet Curvature-guided dynamic scale networks for Multi-view Stereo 0.35 2021-12-11 📦 truongkhang/cds-mvsnet
9 GoMVS GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo 0.35 2024-04-11 📦 wuuu3511/gomvs
10 UCSNet Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness 0.34 2019-11-27 📦 touristCheng/UCSNet

All Papers (20)