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SotA/Computer Vision/Object Detection/UHRSD

Object Detection on UHRSD

Metric: max F-Measure (higher is better)

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#Model↕max F-Measure▼Extra DataPaperDate↕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