RGB Salient Object Detection on DUTS-TE

Metric: S-Measure (higher is better)

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#	Model↕	S-Measure▼	Extra Data	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.944	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, UHRSD)	0.942	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS)	0.939	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, HRSOD)	0.938	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (HRSOD, UHRSD)	0.933	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet	0.931	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	M3Net-S	0.927	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
8	TRACER-TE7	0.919	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
9	M3Net-R	0.897	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
10	UCNet-ABP	0.89	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
11	UCNet-CVAE	0.888	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
12	BASNet	0.876	No	-	-	Code
13	CFDN	0.871	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
14	DGRL	0.846	No	-	-	-
15	PiCANet	0.842	No	PiCANet: Learning Pixel-wise Contextual Attentio...	2017-08-21	Code
16	HybridSOD	0.837	No	A Weakly Supervised Learning Framework for Salie...	2022-09-07	Code

#1BiRefNet (DUTS, HRSOD, UHRSD)SOTA
0.944
S-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, UHRSD)
0.942
S-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS)
0.939
S-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS, HRSOD)
0.938
S-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5BiRefNet (HRSOD, UHRSD)
0.933
S-Measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#6InSPyReNetSOTA
0.931
S-Measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#7M3Net-S
0.927
S-Measure· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#8TRACER-TE7SOTA
0.919
S-Measure· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#9M3Net-R
0.897
S-Measure· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#10UCNet-ABPSOTA
0.89
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#11UCNet-CVAE
0.888
S-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#12BASNet
0.876
S-Measure
No paperCode
#13CFDN
0.871
S-Measure· 2021-10-13
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss
#14DGRL
0.846
S-Measure
No paper
#15PiCANetSOTA
0.842
S-Measure· 2017-08-21
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection Code
#16HybridSOD
0.837
S-Measure· 2022-09-07
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels Code