RGB Salient Object Detection on DUTS-TE

Metric: max F-measure (higher is better)

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#	Model↕	max F-measure▼	Extra Data	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.943	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)	0.937	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, HRSOD)	0.935	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	TRACER-TE7	0.932	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
6	BiRefNet (HRSOD, UHRSD)	0.928	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	P2T-Small	0.912	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
8	P2T-Tiny	0.895	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
9	InSPyReNet	0.892	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
10	PoolNet (VGG-16)	0.892	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
11	PiCANet	0.863	No	PiCANet: Learning Pixel-wise Contextual Attentio...	2017-08-21	Code
12	CFDN	0.859	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
13	PAGR	0.854	No	-	-	Code
14	DGRL	0.828	No	-	-	-
15	SRM	0.826	No	-	-	Code
16	MSR	0.824	No	Instance-Level Salient Object Segmentation	2017-04-12	-
17	NLDF	0.816	No	-	-	Code
18	DHS	0.815	No	-	-	-
19	DSS	0.813	No	Deeply supervised salient object detection with ...	2016-11-15	Code
20	DCL	0.786	No	Deep Contrast Learning for Salient Object Detect...	2016-03-07	-
21	Amulet	0.773	No	Amulet: Aggregating Multi-level Convolutional Fe...	2017-08-07	Code
22	UCF	0.771	No	Learning Uncertain Convolutional Features for Ac...	2017-08-07	Code

#1BiRefNet (DUTS, HRSOD, UHRSD)SOTA
0.943
max F-measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, UHRSD)
0.942
max F-measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS)
0.937
max F-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS, HRSOD)
0.935
max F-measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5TRACER-TE7SOTA
0.932
max F-measure· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#6BiRefNet (HRSOD, UHRSD)
0.928
max F-measure· Extra Data· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#7P2T-SmallSOTA
0.912
max F-measure· 2021-06-22
P2T: Pyramid Pooling Transformer for Scene Understanding Code
#8P2T-Tiny
0.895
max F-measure· 2021-06-22
P2T: Pyramid Pooling Transformer for Scene Understanding Code
#9InSPyReNet
0.892
max F-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#10PoolNet (VGG-16)SOTA
0.892
max F-measure· 2019-04-21
A Simple Pooling-Based Design for Real-Time Salient Object Detection Code
#11PiCANetSOTA
0.863
max F-measure· 2017-08-21
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection Code
#12CFDN
0.859
max F-measure· 2021-10-13
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss
#13PAGR
0.854
max F-measure
No paperCode
#14DGRL
0.828
max F-measure
No paper
#15SRM
0.826
max F-measure
No paperCode
#16MSRSOTA
0.824
max F-measure· 2017-04-12
Instance-Level Salient Object Segmentation
#17NLDF
0.816
max F-measure
No paperCode
#18DHS
0.815
max F-measure
No paper
#19DSSSOTA
0.813
max F-measure· 2016-11-15
Deeply supervised salient object detection with short connections Code
#20DCLSOTA
0.786
max F-measure· 2016-03-07
Deep Contrast Learning for Salient Object Detection
#21Amulet
0.773
max F-measure· 2017-08-07
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Code
#22UCF
0.771
max F-measure· 2017-08-07
Learning Uncertain Convolutional Features for Accurate Saliency Detection Code