Object Detection on HRSOD

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD)	0.011	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	PDFNet (HRSOD,UHRSD)	0.012	Yes	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
3	BiRefNet (DUTS, HRSOD, UHRSD)	0.013	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	InSPyReNet (DUTS, HRSOD)	0.014	Yes	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
5	BiRefNet (DUTS, UHRSD)	0.014	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	BiRefNet (DUTS)	0.014	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	BiRefNet (HRSOD, UHRSD)	0.016	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
8	InSPyReNet	0.016	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
9	InSPyReNet (HRSOD, UHRSD)	0.018	Yes	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
10	PGNet (HRSOD, UHRSD)	0.02	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
11	PGNet (DUTS, HRSOD)	0.02	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
12	PGNet	0.021	No	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
13	Tang et al. (HRSOD)	0.022	Yes	Disentangled High Quality Salient Object Detection	2021-08-08	Code
14	Zeng et al.	0.03	No	Towards High-Resolution Salient Object Detection	2019-08-20	Code