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SotA/Methodology/2D Classification/HRSOD

2D Classification on HRSOD

Metric: S-Measure (higher is better)

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#Model↕S-Measure▼AugmentationsPaperDate↕Code
1PDFNet (HRSOD,UHRSD)0.963YesPatch-Depth Fusion: Dichotomous Image Segmentati...2025-03-08Code
2BiRefNet (DUTS, HRSOD)0.962YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
3BiRefNet (DUTS, HRSOD, UHRSD)0.962YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
4InSPyReNet (DUTS, HRSOD)0.96YesRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
5BiRefNet (DUTS, UHRSD)0.959YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
6BiRefNet (DUTS)0.957NoBilateral Reference for High-Resolution Dichotom...2024-01-07Code
7InSPyReNet (HRSOD, UHRSD)0.956YesRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
8BiRefNet (HRSOD, UHRSD)0.956YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
9InSPyReNet0.952NoRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
10PGNet (HRSOD, UHRSD)0.938YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
11PGNet (DUTS, HRSOD)0.935YesPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
12PGNet0.93NoPyramid Grafting Network for One-Stage High Reso...2022-04-11Code
13Tang et al. (HRSOD)0.92YesDisentangled High Quality Salient Object Detection2021-08-08Code
14Zeng et al.0.892NoTowards High-Resolution Salient Object Detection2019-08-20Code