Salient Object Detection on DUT-OMRON

Metric: E-measure (higher is better)

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#	Model↕	E-measure▼	Extra Data	Paper	Date↕	Code
1	SAM2-UNet	0.912	No	SAM2-UNet: Segment Anything 2 Makes Strong Encod...	2024-08-16	Code
2	FOCUS	0.9	No	FOCUS: Towards Universal Foreground Segmentation	2025-01-09	Code
3	EVPv2	0.895	No	Explicit Visual Prompting for Universal Foregrou...	2023-05-29	Code
4	SelfReformer	0.886	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
5	SelfReformer-Swin	0.884	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
6	LDF	0.873	No	Label Decoupling Framework for Salient Object De...	2020-08-25	Code
7	F3Net	0.869	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
8	RCSB	0.856	No	Recursive Contour Saliency Blending Network for ...	2021-05-28	Code

#1SAM2-UNetSOTA
0.912
E-measure· 2024-08-16
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Code
#2FOCUS
0.9
E-measure· 2025-01-09
FOCUS: Towards Universal Foreground Segmentation Code
#3EVPv2SOTA
0.895
E-measure· 2023-05-29
Explicit Visual Prompting for Universal Foreground Segmentations Code
#4SelfReformerSOTA
0.886
E-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#5SelfReformer-Swin
0.884
E-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#6LDFSOTA
0.873
E-measure· 2020-08-25
Label Decoupling Framework for Salient Object Detection Code
#7F3NetSOTA
0.869
E-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#8RCSB
0.856
E-measure· 2021-05-28
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection Code