SOTAVerified

Salient Object Detection

Papers

Showing 101150 of 527 papers

TitleStatusHype
Salient Object Detection in RGB-D VideosCode1
Label Decoupling Framework for Salient Object DetectionCode1
Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified BenchmarkCode1
Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionCode1
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object SegmentationCode1
Joint Learning of Salient Object Detection, Depth Estimation and Contour ExtractionCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff PerspectiveCode1
Light Field Salient Object Detection: A Review and BenchmarkCode1
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Deeply supervised salient object detection with short connectionsCode1
M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object DetectionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
BASNet: Boundary-Aware Salient Object DetectionCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
MOVE: Unsupervised Movable Object Segmentation and 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
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
Densely Nested Top-Down Flows 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
DFNet: Discriminative feature extraction and integration network for salient object detectionCode1
Densely Deformable Efficient Salient Object Detection NetworkCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Disentangled High Quality Salient Object DetectionCode1
Full-Duplex Strategy for Video Object SegmentationCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object DetectionCode1
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationCode1
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
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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