SOTAVerified

Salient Object Detection

Papers

Showing 101–150 of 527 papers

TitleStatusHype
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
Calibrated RGB-D Salient Object DetectionCode1
Salient Object Ranking with Position-Preserved AttentionCode1
Recursive Contour Saliency Blending Network for Accurate Salient Object DetectionCode1
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingCode1
Salient Objects in ClutterCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
Learning Synergistic Attention for Light Field Salient Object DetectionCode1
Visual Saliency TransformerCode1
Generative Transformer for Accurate and Reliable Salient Object DetectionCode1
Weakly Supervised Video Salient Object DetectionCode1
Uncertainty-aware Joint Salient Object and Camouflaged Object DetectionCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Group Collaborative Learning for Co-Salient Object DetectionCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Densely Deformable Efficient Salient Object Detection NetworkCode1
Self-Supervised Pretraining for RGB-D Salient Object DetectionCode1
RGB-D Salient Object Detection via 3D Convolutional Neural NetworksCode1
Salient Object Detection via Integrity LearningCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Scene Context-Aware Salient Object DetectionCode1
Uncertainty-Guided Transformer Reasoning for Camouflaged Object DetectionCode1
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency CoherenceCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater RobotsCode1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object DetectionCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionCode1
Light Field Salient Object Detection: A Review and BenchmarkCode1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationCode1
Siamese Network for RGB-D Salient Object Detection and BeyondCode1
Label Decoupling Framework for Salient Object DetectionCode1
Progressively Guided Alternate Refinement Network for RGB-D Salient Object DetectionCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
Depth Quality Aware Salient Object DetectionCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
RGB-D Salient Object Detection: A SurveyCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Multi-scale Interactive Network for Salient Object DetectionCode1
Suppress and Balance: A Simple Gated Network for Salient Object DetectionCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv1S-measure0.94—Unverified
5EVPv2S-measure0.94—Unverified
6SelfReformerS-measure0.94—Unverified
7F3NetS-measure0.92—Unverified
8LDF(ours)S-measure0.92—Unverified
9RCSBS-measure0.92—Unverified
10F3NetS-measure0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8F3NetS-measure0.85—Unverified
9RCSBS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.93—Unverified
4EVPv1S-measure0.93—Unverified
5SelfReformerS-measure0.93—Unverified
6LDFS-measure0.92—Unverified
7RCSBS-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9U2NetMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88—Unverified
2FOCUSS-measure0.87—Unverified
3EVPv2S-measure0.86—Unverified
4SelfReformer-SwinS-measure0.86—Unverified
5SelfReformerS-measure0.86—Unverified
6LDFS-measure0.84—Unverified
7F3NetS-measure0.84—Unverified
8RCSBS-measure0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93—Unverified
2FOCUSSmeasure0.93—Unverified
3SelfReformer-SwinSmeasure0.92—Unverified
4EVPv2Smeasure0.92—Unverified
5SelfReformerSmeasure0.91—Unverified
6LDF(ResNet-50)Smeasure0.89—Unverified
7F3NetSmeasure0.89—Unverified
8RCSBSmeasure0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7—Unverified