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SotA/Methodology/16k/DUT-OMRON

16k on DUT-OMRON

Metric: F-measure (higher is better)

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#Model↕F-measure▼AugmentationsPaperDate↕Code
1TRACER-TE70.849NoTRACER: Extreme Attention Guided Salient Object ...2021-12-14Code
2BiRefNet (DUTS, HRSOD, UHRSD)0.839YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
3BiRefNet (DUTS, UHRSD)0.837YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
4PoolNet (VGG-16)0.833NoA Simple Pooling-Based Design for Real-Time Sali...2019-04-21Code
5InSPyReNet0.832NoRevisiting Image Pyramid Structure for High Reso...2022-09-20Code
6BiRefNet (DUTS, HRSOD)0.818YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
7BiRefNet (DUTS)0.813NoBilateral Reference for High-Resolution Dichotom...2024-01-07Code
8BiRefNet (HRSOD, UHRSD)0.81YesBilateral Reference for High-Resolution Dichotom...2024-01-07Code
9DSS (Res2Net-50)0.8NoRes2Net: A New Multi-scale Backbone Architecture2019-04-02Code
10CPD-R (ResNet50)0.747NoCascaded Partial Decoder for Fast and Accurate S...2019-04-18Code