SOTAVerified

Salient Object Detection

Papers

Showing 101150 of 527 papers

TitleStatusHype
Recursive Contour Saliency Blending Network for Accurate Salient Object DetectionCode1
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationCode1
Is Depth Really Necessary for Salient Object Detection?Code1
F3Net: Fusion, Feedback and Focus for Salient Object DetectionCode1
RGB-D Salient Object Detection: A SurveyCode1
RGB-D Salient Object Detection via 3D Convolutional Neural NetworksCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Salient Object Ranking with Position-Preserved AttentionCode1
Salient Objects in ClutterCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Deeply supervised salient object detection with short connectionsCode1
Scene Context-Aware Salient Object DetectionCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
BASNet: Boundary-Aware Salient Object DetectionCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
SelfReformer: Self-Refined Network with Transformer for Salient Object DetectionCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
An Energy-Based Prior for Generative SaliencyCode1
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Densely Deformable Efficient Salient Object Detection NetworkCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Depth Quality Aware Salient Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object DetectionCode1
Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object DetectionCode1
Group Collaborative Learning for Co-Salient Object DetectionCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
HRTransNet: HRFormer-Driven Two-Modality Salient Object DetectionCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Disentangled High Quality Salient Object DetectionCode1
Advancing Referring Expression Segmentation Beyond Single ImageCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
CAGNet: Content-Aware Guidance for Salient Object DetectionCode1
Label Decoupling Framework for Salient Object DetectionCode1
M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object DetectionCode1
Pyramidal Attention for Saliency 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