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SotA/Methodology/2D Object Detection/UHRSD

2D Object Detection on UHRSD

Metric: S-Measure (higher is better)

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#Model↕S-Measure▼AugmentationsPaperDate↕Code
1BiRefNet (DUTS, HRSOD, UHRSD)0.957YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
2PDFNet (HRSOD, UHRSD)0.953YesPatch-Depth Fusion: Dichotomous Image Segmentati...2025-03-08Code
3InSPyReNet (HRSOD, UHRSD)0.953YesRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
4BiRefNet (DUTS, UHRSD)0.952YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
5BiRefNet (HRSOD, UHRSD)0.952YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
6BiRefNet (DUTS, HRSOD)0.937YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
7InSPyReNet (DUTS, HRSOD)0.936YesRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
8PGNet (HRSOD, UHRSD)0.935YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
9InSPyReNet0.932NoRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
10BiRefNet (DUTS)0.931NoBilateral Reference for High-Resolution Dichotom...2024-01-07Code
11PGNet (DUTS, HRSOD)0.912YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
12PGNet0.912NoPyramid Grafting Network for One-Stage High Reso...2022-04-11Code