SOTAVerified

Salient Object Detection

Papers

Showing 151200 of 527 papers

TitleStatusHype
Light Field Salient Object Detection: A Review and BenchmarkCode1
Seamless Detection: Unifying Salient Object Detection and Camouflaged Object DetectionCode1
Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Self-Supervised Pretraining for RGB-D Salient Object DetectionCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff PerspectiveCode1
Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge AlignmentCode1
M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object DetectionCode1
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency CoherenceCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Suppress and Balance: A Simple Gated Network for Salient Object DetectionCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object DetectionCode1
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Specificity-preserving RGB-D Saliency DetectionCode1
Unsupervised Salient Object Detection with Spectral Cluster VotingCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
Addressing Multiple Salient Object Detection via Dual-Space Long-Range DependenciesCode0
ANDA: A Novel Data Augmentation Technique Applied to Salient Object DetectionCode0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
Reverse Attention-Based Residual Network for Salient Object DetectionCode0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
Reverse Attention for Salient Object DetectionCode0
Amulet: Aggregating Multi-level Convolutional Features for Salient Object DetectionCode0
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing ParadigmCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Saliency Pattern Detection by Ranking Structured TreesCode0
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object DetectionCode0
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub NetworksCode0
Cross-modality Discrepant Interaction Network for RGB-D Salient Object DetectionCode0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
Attention Guided Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
Progressive Self-Guided Loss for Salient Object DetectionCode0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object DetectionCode0
Progressive Attention Guided Recurrent Network for Salient Object DetectionCode0
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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