SOTAVerified

Salient Object Detection

Papers

Showing 101125 of 527 papers

TitleStatusHype
F3Net: Fusion, Feedback and Focus for Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
Full-Duplex Strategy for Video Object SegmentationCode1
Group Collaborative Learning for Co-Salient Object DetectionCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
Global Context-Aware Progressive Aggregation Network for Salient Object DetectionCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
Hierarchical Dynamic Filtering Network for RGB-D Salient Object DetectionCode1
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Deeply supervised salient object detection with short connectionsCode1
Quality-aware Selective Fusion Network for V-D-T Salient Object DetectionCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
BASNet: Boundary-Aware Salient Object DetectionCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
Res2Net: A New Multi-scale Backbone ArchitectureCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
An Energy-Based Prior for Generative SaliencyCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
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Benchmark Results

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