16k on DUTS-TE

Metric: mean F-Measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide augmentations

Sort:

#	Model↕	mean F-Measure▼	Augmentations	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.925	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, UHRSD)	0.925	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, HRSOD)	0.923	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS)	0.919	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (HRSOD, UHRSD)	0.913	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	TRACER-TE7	0.904	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
7	C4Net	0.886	No	C$^{4}$Net: Contextual Compression and Complemen...	2021-10-22	-
8	UCNet-ABP	0.864	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
9	UCNet-CVAE	0.86	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
10	CPDR-L	0.853	No	CPDR: Towards Highly-Efficient Salient Object De...	2025-01-11	-
11	BASNet	0.823	No	-	-	Code
12	DGRL	0.79	No	-	-	-
13	PiCANet	0.757	No	PiCANet: Learning Pixel-wise Contextual Attentio...	2017-08-21	Code

#1BiRefNet (DUTS, HRSOD, UHRSD)SOTA
0.925
mean F-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, UHRSD)
0.925
mean F-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS, HRSOD)
0.923
mean F-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS)
0.919
mean F-Measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5BiRefNet (HRSOD, UHRSD)
0.913
mean F-Measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#6TRACER-TE7SOTA
0.904
mean F-Measure· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#7C4NetSOTA
0.886
mean F-Measure· 2021-10-22
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection
#8UCNet-ABPSOTA
0.864
mean F-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#9UCNet-CVAE
0.86
mean F-Measure· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#10CPDR-L
0.853
mean F-Measure· 2025-01-11
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement
#11BASNet
0.823
mean F-Measure
No paperCode
#12DGRL
0.79
mean F-Measure
No paper
#13PiCANetSOTA
0.757
mean F-Measure· 2017-08-21
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection Code