SOTAVerified

Salient Object Detection

Papers

Showing 5175 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
Show:102550
← PrevPage 3 of 22Next →

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