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

#1PDFNet (HRSOD,UHRSD)SOTA
0.965
max F-Measure· Extra Data· 2025-03-08
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior Code
#2BiRefNet (DUTS, HRSOD)SOTA
0.963
max F-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS, HRSOD, UHRSD)
0.961
max F-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS, UHRSD)
0.958
max F-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5BiRefNet (DUTS)
0.958
max F-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#6InSPyReNet (DUTS, HRSOD)SOTA
0.957
max F-Measure· Extra Data· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#7InSPyReNet (HRSOD, UHRSD)
0.956
max F-Measure· Extra Data· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#8BiRefNet (HRSOD, UHRSD)
0.953
max F-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#9InSPyReNet
0.949
max F-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#10PGNet (HRSOD, UHRSD)SOTA
0.939
max F-Measure· Extra Data· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#11PGNet (DUTS, HRSOD)
0.929
max F-Measure· Extra Data· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#12PGNet
0.922
max F-Measure· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#13Tang et al. (HRSOD)SOTA
0.915
max F-Measure· Extra Data· 2021-08-08
Disentangled High Quality Salient Object Detection Code
#14Zeng et al.SOTA
0.892
max F-Measure· 2019-08-20
Towards High-Resolution Salient Object Detection Code