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Salient Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 527 papers

Title	Date	Tasks	Status	Hype
Depth-Cooperated Trimodal Network for Video Salient Object Detection	Feb 12, 2022	Objectobject-detection	CodeCode Available	1
Benchmarking Deep Models for Salient Object Detection	Feb 7, 2022	BenchmarkingObject	CodeCode Available	1
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images	Feb 7, 2022	Objectobject-detection	CodeCode Available	1
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation	Jan 20, 2022	Feature Correlationobject-detection	CodeCode Available	1
TRACER: Extreme Attention Guided Salient Object Tracing Network	Dec 14, 2021	Computational EfficiencyDecoder	CodeCode Available	1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object Detection	Dec 7, 2021	object-detectionObject Detection	CodeCode Available	1
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection	Dec 4, 2021	Decoderobject-detection	CodeCode Available	1
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection	Dec 3, 2021	object-detectionObject Detection	CodeCode Available	1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion Attention	Dec 2, 2021	Object DetectionRepresentation Learning	CodeCode Available	1
Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images	Dec 2, 2021	Decoderobject-detection	CodeCode Available	1

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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	EVPv1	S-measure	0.94	—	Unverified
5	EVPv2	S-measure	0.94	—	Unverified
6	SelfReformer	S-measure	0.94	—	Unverified
7	F3Net	S-measure	0.92	—	Unverified
8	LDF(ours)	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	F3Net	S-measure	0.85	—	Unverified
9	RCSB	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	LDF	S-measure	0.84	—	Unverified
7	F3Net	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