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
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Light Field Salient Object Detection: A Review and BenchmarkCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Democracy Does Matter: Comprehensive Feature Mining 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
Densely Deformable Efficient Salient Object Detection NetworkCode1
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
Deeply supervised salient object detection with short connectionsCode1
Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
Dataset Enhancement with Instance-Level AugmentationsCode1
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
Cross-Modal Weighting Network for RGB-D 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-Cooperated Trimodal Network for Video 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
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
Disentangled High Quality Salient Object DetectionCode1
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
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
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
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
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
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