SOTAVerified

Salient Object Detection

Papers

Showing 2650 of 527 papers

TitleStatusHype
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
An Energy-Based Prior for Generative SaliencyCode1
Calibrated RGB-D Salient Object DetectionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
Benchmarking Deep Models for Salient Object DetectionCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Contour Knowledge Transfer for Salient Object DetectionCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object DetectionCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
A lightweight multi-scale context network for salient object detection in optical remote sensing imagesCode1
Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation NetworkCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
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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