SOTAVerified

Salient Object Detection

Papers

Showing 51100 of 527 papers

TitleStatusHype
Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified BenchmarkCode1
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object DetectionCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
Benchmarking Deep Models for Salient Object DetectionCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Disentangled High Quality Salient Object DetectionCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Depth Quality Aware Salient Object DetectionCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
Advancing Referring Expression Segmentation Beyond Single ImageCode1
CAGNet: Content-Aware Guidance for Salient Object DetectionCode1
Calibrated RGB-D Salient Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object DetectionCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Full-Duplex Strategy for Video Object SegmentationCode1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object DetectionCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object DetectionCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and BaselineCode1
Contour Knowledge Transfer for 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
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
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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