Salient Object Detection on PASCAL-S

Metric: E-measure (higher is better)

LeaderboardDataset

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#	Model↕	E-measure▼	Extra Data	Paper	Date↕	Code
1	FOCUS	0.942	No	FOCUS: Towards Universal Foreground Segmentation	2025-01-09	Code
2	SAM2-UNet	0.931	No	SAM2-UNet: Segment Anything 2 Makes Strong Encod...	2024-08-16	Code
3	EVPv2	0.917	No	Explicit Visual Prompting for Universal Foregrou...	2023-05-29	Code
4	EVPv1	0.917	No	Explicit Visual Prompting for Low-Level Structur...	2023-03-20	Code
5	SelfReformer-Swin	0.874	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
6	SelfReformer	0.872	No	SelfReformer: Self-Refined Network with Transfor...	2022-05-23	Code
7	LDF(ours)	0.865	No	Label Decoupling Framework for Salient Object De...	2020-08-25	Code
8	F3Net	0.858	No	F3Net: Fusion, Feedback and Focus for Salient Ob...	2019-11-26	Code
9	RCSB	0.853	No	Recursive Contour Saliency Blending Network for ...	2021-05-28	Code

#1FOCUSSOTA
0.942
E-measure· 2025-01-09
FOCUS: Towards Universal Foreground Segmentation Code
#2SAM2-UNetSOTA
0.931
E-measure· 2024-08-16
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Code
#3EVPv2
0.917
E-measure· 2023-05-29
Explicit Visual Prompting for Universal Foreground Segmentations Code
#4EVPv1SOTA
0.917
E-measure· 2023-03-20
Explicit Visual Prompting for Low-Level Structure Segmentations Code
#5SelfReformer-SwinSOTA
0.874
E-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#6SelfReformer
0.872
E-measure· 2022-05-23
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection Code
#7LDF(ours)SOTA
0.865
E-measure· 2020-08-25
Label Decoupling Framework for Salient Object Detection Code
#8F3NetSOTA
0.858
E-measure· 2019-11-26
F3Net: Fusion, Feedback and Focus for Salient Object Detection Code
#9RCSB
0.853
E-measure· 2021-05-28
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection Code