SOTAVerified

Salient Object Detection

Papers

Showing 76100 of 527 papers

TitleStatusHype
Unsupervised Salient Object Detection with Spectral Cluster VotingCode1
Weakly-Supervised Salient Object Detection Using Point SupervisionCode1
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionCode1
Joint Learning of Salient Object Detection, Depth Estimation and Contour ExtractionCode1
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label LearningCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
Benchmarking Deep Models for Salient Object DetectionCode1
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing ImagesCode1
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature CorrelationCode1
TRACER: Extreme Attention Guided Salient Object Tracing NetworkCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object DetectionCode1
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object DetectionCode1
Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
Multi-scale Edge-based U-shape Network for Salient Object DetectionCode1
Specificity-preserving RGB-D Saliency DetectionCode1
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object SegmentationCode1
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding NetworkCode1
Disentangled High Quality Salient Object DetectionCode1
Full-Duplex Strategy for Video Object SegmentationCode1
Unifying Global-Local Representations in Salient Object Detection with TransformerCode1
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
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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