TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Methodology/3D/UHRSD

3D on UHRSD

Metric: max F-Measure (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕max F-Measure▼AugmentationsPaperDate↕Code
1BiRefNet (DUTS, HRSOD, UHRSD)0.963YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
2PDFNet (HRSOD, UHRSD)0.963YesPatch-Depth Fusion: Dichotomous Image Segmentati...2025-03-08Code
3BiRefNet (DUTS, UHRSD)0.96YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
4BiRefNet (HRSOD, UHRSD)0.958YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
5InSPyReNet (HRSOD, UHRSD)0.957YesRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
6BiRefNet (DUTS, HRSOD)0.942YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
7InSPyReNet0.938NoRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
8BiRefNet (DUTS)0.933NoBilateral Reference for High-Resolution Dichotom...2024-01-07Code
9PGNet (HRSOD, UHRSD)0.93YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
10PGNet (DUTS, HRSOD)0.915YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
11PGNet0.914NoPyramid Grafting Network for One-Stage High Reso...2022-04-11Code