Object Detection on HRSOD

Metric: max F-Measure (higher is better)

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#	Model↕	max F-Measure▼	Extra Data	Paper	Date↕	Code
1	PDFNet (HRSOD,UHRSD)	0.965	Yes	Patch-Depth Fusion: Dichotomous Image Segmentati...	2025-03-08	Code
2	BiRefNet (DUTS, HRSOD)	0.963	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, HRSOD, UHRSD)	0.961	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, UHRSD)	0.958	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (DUTS)	0.958	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet (DUTS, HRSOD)	0.957	Yes	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	InSPyReNet (HRSOD, UHRSD)	0.956	Yes	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
8	BiRefNet (HRSOD, UHRSD)	0.953	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
9	InSPyReNet	0.949	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
10	PGNet (HRSOD, UHRSD)	0.939	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
11	PGNet (DUTS, HRSOD)	0.929	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
12	PGNet	0.922	No	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
13	Tang et al. (HRSOD)	0.915	Yes	Disentangled High Quality Salient Object Detection	2021-08-08	Code
14	Zeng et al.	0.892	No	Towards High-Resolution Salient Object Detection	2019-08-20	Code