SOTAVerified

Salient Object Detection

Papers

Showing 251–275 of 527 papers

TitleStatusHype
Cross-modality Discrepant Interaction Network for RGB-D Salient Object DetectionCode0
Perception-and-Regulation Network for Salient Object Detection—0
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Instance-Level Relative Saliency Ranking with Graph Reasoning—0
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
Calibrated RGB-D Salient Object DetectionCode1
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection—0
Salient Object Ranking with Position-Preserved AttentionCode1
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection—0
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine StructuresCode0
Recursive Contour Saliency Blending Network for Accurate Salient Object DetectionCode1
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingCode1
SHD360: A Benchmark Dataset for Salient Human Detection in 360° VideosCode0
Guidance and Teaching Network for Video Salient Object Detection—0
Exploring Driving-aware Salient Object Detection via Knowledge TransferCode0
Confidence-guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection—0
Salient Objects in ClutterCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
CoSformer: Detecting Co-Salient Object with Transformers—0
Video Salient Object Detection via Adaptive Local-Global RefinementCode0
Learning Synergistic Attention for Light Field Salient Object DetectionCode1
Visual Saliency TransformerCode1
Middle-level Fusion for Lightweight RGB-D Salient Object Detection—0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv2S-measure0.94—Unverified
5SelfReformerS-measure0.94—Unverified
6EVPv1S-measure0.94—Unverified
7LDF(ours)S-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9RCSBS-measure0.92—Unverified
10F3NetS-measure0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8RCSBS-measure0.85—Unverified
9F3NetS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.93—Unverified
4EVPv1S-measure0.93—Unverified
5SelfReformerS-measure0.93—Unverified
6LDFS-measure0.92—Unverified
7RCSBS-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9U2NetMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88—Unverified
2FOCUSS-measure0.87—Unverified
3EVPv2S-measure0.86—Unverified
4SelfReformer-SwinS-measure0.86—Unverified
5SelfReformerS-measure0.86—Unverified
6F3NetS-measure0.84—Unverified
7LDFS-measure0.84—Unverified
8RCSBS-measure0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93—Unverified
2FOCUSSmeasure0.93—Unverified
3SelfReformer-SwinSmeasure0.92—Unverified
4EVPv2Smeasure0.92—Unverified
5SelfReformerSmeasure0.91—Unverified
6LDF(ResNet-50)Smeasure0.89—Unverified
7F3NetSmeasure0.89—Unverified
8RCSBSmeasure0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7—Unverified