SOTAVerified

Salient Object Detection

Papers

Showing 101150 of 527 papers

TitleStatusHype
Zero-Shot Co-salient Object Detection FrameworkCode1
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion0
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation0
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object DetectionCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Recurrent Multi-scale Transformer for High-Resolution Salient Object DetectionCode1
Distortion-aware Transformer in 360° Salient Object DetectionCode0
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection0
Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection0
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection0
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object DetectionCode1
RSSOD-Bench: A large-scale benchmark dataset for Salient Object Detection in Optical Remote Sensing Imagery0
Explicit Visual Prompting for Universal Foreground SegmentationsCode2
DC-Net: Divide-and-Conquer for Salient Object DetectionCode1
Advancing Referring Expression Segmentation Beyond Single ImageCode1
ViDaS Video Depth-aware Saliency Network0
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Guided Focal Stack Refinement Network for Light Field Salient Object Detection0
SegGPT Meets Co-Saliency Scene0
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
A positive feedback method based on F-measure value for Salient Object DetectionCode0
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Explicit Visual Prompting for Low-Level Structure SegmentationsCode2
Adaptive Graph Convolution Module for Salient Object Detection0
Scribble-Supervised RGB-T Salient Object DetectionCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
Boundary-semantic collaborative guidance network with dual-stream feedback mechanism for salient object detection in optical remote sensing imageryCode0
Memory-aided Contrastive Consensus Learning for Co-salient Object DetectionCode4
HDR image watermarking using saliency detection and quantization index modulation0
A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection0
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection0
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness0
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff0
Salient Object Detection for Images Taken by People With Vision Impairments0
HRTransNet: HRFormer-Driven Two-Modality Salient Object DetectionCode1
Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge AlignmentCode1
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking0
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection0
Modeling the Distributional Uncertainty for Salient Object Detection Models0
Pixels, Regions, and Objects: Multiple Enhancement for Salient Object DetectionCode0
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image0
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection0
Source-free Depth for Object Pop-outCode1
Synthesize Boundaries: A Boundary-aware Self-consistent Framework for Weakly Supervised Salient Object Detection0
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance0
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image EnhancementCode1
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator0
Multistep feature aggregation framework for salient object detection0
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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