SOTAVerified

Salient Object Detection

Papers

Showing 201225 of 527 papers

TitleStatusHype
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images0
Adaptive Graph Convolution Module for Salient Object Detection0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection0
Cross-layer Feature Pyramid Network for Salient Object Detection0
Hierarchical Salient Object Detection for Assisted Grasping0
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement0
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection0
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness0
CoSformer: Detecting Co-Salient Object with Transformers0
Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation0
HARF: Hierarchy-Associated Rich Features for Salient Object Detection0
How to Evaluate Foreground Maps?0
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection0
Guided Focal Stack Refinement Network for Light Field Salient Object Detection0
HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection0
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking0
Attention-based Assisted Excitation for Salient Object Detection0
Guidance and Teaching Network for Video Salient Object Detection0
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection0
Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion0
iNAS: Integral NAS for Device-Aware Salient Object Detection0
A Bi-Directional Message Passing Model for Salient Object Detection0
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph0
Geometry-Aware 3D Salient Object Detection Network0
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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