Salient Object Detection on DUT-OMRON

Metric: S-measure (higher is better)

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#	Model↕	S-measure▼	Extra Data	Paper	Date↕	Code
1	SAM2-UNet	0.884	No	SAM2-UNet: Segment Anything 2 Makes Strong Encod...	2024-08-16	Code
2	FOCUS	0.868	No	FOCUS: Towards Universal Foreground Segmentation	2025-01-09	Code
3	EVPv2	0.862	No	Explicit Visual Prompting for Universal Foregrou...	2023-05-29	Code
4	SelfReformer-Swin	0.859	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
5	SelfReformer	0.856	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
6	LDF	0.838	No	Label Decoupling Framework for Salient Object De...	2020-08-25	Code
7	F3Net	0.838	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
8	RCSB	0.82	No	Recursive Contour Saliency Blending Network for ...	2021-05-28	Code

#1SAM2-UNetSOTA
0.884
S-measure· 2024-08-16
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Code
#2FOCUS
0.868
S-measure· 2025-01-09
FOCUS: Towards Universal Foreground Segmentation Code
#3EVPv2SOTA
0.862
S-measure· 2023-05-29
Explicit Visual Prompting for Universal Foreground Segmentations Code
#4SelfReformer-SwinSOTA
0.859
S-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#5SelfReformer
0.856
S-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#6LDF
0.838
S-measure· 2020-08-25
Label Decoupling Framework for Salient Object Detection Code
#7F3NetSOTA
0.838
S-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#8RCSB
0.82
S-measure· 2021-05-28
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection Code