SOTAVerified|Agents Browse Leaderboard About

Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 301–310 of 527 papers

Title	Date	Tasks	Status	Hype
Uncertainty-Aware Deep Calibrated Salient Object Detection	Dec 10, 2020	Objectobject-detection	—Unverified	0
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection	Dec 9, 2020	Decoderobject-detection	CodeCode Available	1
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence	Dec 8, 2020	object-detectionObject Detection	CodeCode Available	1
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection	Dec 1, 2020	object-detectionObject Detection	—Unverified	0
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images	Nov 26, 2020	object-detectionObject Detection	CodeCode Available	1
Unsupervised Object Keypoint Learning using Local Spatial Predictability	Nov 25, 2020	ObjectSalient Object Detection	CodeCode Available	0
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots	Nov 12, 2020	object-detectionObject Detection	CodeCode Available	1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection	Nov 10, 2020	Co-Salient Object DetectionDecoder	CodeCode Available	1
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection	Nov 4, 2020	object-detectionObject Detection	CodeCode Available	0
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation	Oct 28, 2020	Objectobject-detection	CodeCode Available	1

Show:10 25 50

← PrevPage 31 of 53Next →

All datasets ECSSD PASCAL-S HKU-IS DUT-OMRON DUTS-TE SOD

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.95	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.94	—	Unverified
4	EVPv2	S-measure	0.94	—	Unverified
5	SelfReformer	S-measure	0.94	—	Unverified
6	EVPv1	S-measure	0.94	—	Unverified
7	LDF(ours)	S-measure	0.92	—	Unverified
8	F3Net	S-measure	0.92	—	Unverified
9	RCSB	S-measure	0.92	—	Unverified
10	F3Net	S-measure	0.92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FOCUS	S-measure	0.9	—	Unverified
2	SAM2-UNet	S-measure	0.89	—	Unverified
3	EVPv2	S-measure	0.88	—	Unverified
4	EVPv1	S-measure	0.88	—	Unverified
5	SelfReformer-Swin	S-measure	0.88	—	Unverified
6	SelfReformer	S-measure	0.87	—	Unverified
7	LDF(ours)	S-measure	0.86	—	Unverified
8	RCSB	S-measure	0.85	—	Unverified
9	F3Net	S-measure	0.85	—	Unverified
10	F3Net	S-measure	0.83	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.94	—	Unverified
2	FOCUS	S-measure	0.94	—	Unverified
3	SelfReformer-Swin	S-measure	0.93	—	Unverified
4	EVPv1	S-measure	0.93	—	Unverified
5	SelfReformer	S-measure	0.93	—	Unverified
6	LDF	S-measure	0.92	—	Unverified
7	RCSB	S-measure	0.92	—	Unverified
8	F3Net	S-measure	0.92	—	Unverified
9	U2Net	MAE	0.03	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	S-measure	0.88	—	Unverified
2	FOCUS	S-measure	0.87	—	Unverified
3	EVPv2	S-measure	0.86	—	Unverified
4	SelfReformer-Swin	S-measure	0.86	—	Unverified
5	SelfReformer	S-measure	0.86	—	Unverified
6	F3Net	S-measure	0.84	—	Unverified
7	LDF	S-measure	0.84	—	Unverified
8	RCSB	S-measure	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SAM2-UNet	Smeasure	0.93	—	Unverified
2	FOCUS	Smeasure	0.93	—	Unverified
3	SelfReformer-Swin	Smeasure	0.92	—	Unverified
4	EVPv2	Smeasure	0.92	—	Unverified
5	SelfReformer	Smeasure	0.91	—	Unverified
6	LDF(ResNet-50)	Smeasure	0.89	—	Unverified
7	F3Net	Smeasure	0.89	—	Unverified
8	RCSB	Smeasure	0.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	U2-Net+	Fwβ	0.7	—	Unverified