SOTAVerified

Salient Object Detection

Papers

Showing 101125 of 527 papers

TitleStatusHype
Zero-Shot Co-salient Object Detection FrameworkCode1
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion0
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation0
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object DetectionCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Recurrent Multi-scale Transformer for High-Resolution Salient Object DetectionCode1
Distortion-aware Transformer in 360° Salient Object DetectionCode0
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection0
Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection0
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection0
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object DetectionCode1
RSSOD-Bench: A large-scale benchmark dataset for Salient Object Detection in Optical Remote Sensing Imagery0
Explicit Visual Prompting for Universal Foreground SegmentationsCode2
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
Advancing Referring Expression Segmentation Beyond Single ImageCode1
ViDaS Video Depth-aware Saliency Network0
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Guided Focal Stack Refinement Network for Light Field Salient Object Detection0
SegGPT Meets Co-Saliency Scene0
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
A positive feedback method based on F-measure value for Salient Object DetectionCode0
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Explicit Visual Prompting for Low-Level Structure SegmentationsCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.94Unverified
4EVPv2S-measure0.94Unverified
5SelfReformerS-measure0.94Unverified
6EVPv1S-measure0.94Unverified
7LDF(ours)S-measure0.92Unverified
8F3NetS-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
8RCSBS-measure0.85Unverified
9F3NetS-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
6F3NetS-measure0.84Unverified
7LDFS-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