SOTAVerified

Salient Object Detection

Papers

Showing 51100 of 527 papers

TitleStatusHype
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Scribble-Supervised RGB-T Salient Object DetectionCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
HRTransNet: HRFormer-Driven Two-Modality Salient Object DetectionCode1
Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge AlignmentCode1
Source-free Depth for Object Pop-outCode1
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image EnhancementCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Synthetic Data Supervised Salient Object DetectionCode1
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object DetectionCode1
KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge DistillationCode1
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object DetectionCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionCode1
A lightweight multi-scale context network for salient object detection in optical remote sensing imagesCode1
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency DetectionCode1
An Energy-Based Prior for Generative SaliencyCode1
Pyramidal Attention for Saliency DetectionCode1
SwinNet: Swin Transformer drives edge-aware RGB-D and RGB-T salient object detectionCode1
Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
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