2D Classification on DUT-OMRON

Metric: S-Measure (higher is better)

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#	Model↕	S-Measure▼	Augmentations	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.882	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, UHRSD)	0.881	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	InSPyReNet	0.875	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
4	M3Net-S	0.872	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
5	BiRefNet (DUTS, HRSOD)	0.868	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	BiRefNet (DUTS)	0.868	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	BiRefNet (HRSOD, UHRSD)	0.864	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
8	TRACER-TE7	0.855	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
9	M3Net-R	0.848	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
10	UCNet-ABP	0.843	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
11	UCNet-CVAE	0.839	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code

#1BiRefNet (DUTS, HRSOD, UHRSD)SOTA
0.882
S-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, UHRSD)
0.881
S-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3InSPyReNetSOTA
0.875
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#4M3Net-S
0.872
S-Measure· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#5BiRefNet (DUTS, HRSOD)
0.868
S-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#6BiRefNet (DUTS)
0.868
S-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#7BiRefNet (HRSOD, UHRSD)
0.864
S-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#8TRACER-TE7SOTA
0.855
S-Measure· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#9M3Net-R
0.848
S-Measure· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#10UCNet-ABPSOTA
0.843
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#11UCNet-CVAE
0.839
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code