SOTAVerified

Salient Object Detection

Papers

Showing 151200 of 527 papers

TitleStatusHype
Multi-scale Edge-based U-shape Network for Salient Object DetectionCode1
Multi-scale Interactive Network for Salient Object DetectionCode1
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object DetectionCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Pyramidal Attention for Saliency DetectionCode1
Pyramid Grafting Network for One-Stage High Resolution Saliency DetectionCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale BenchmarksCode1
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
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
HRTransNet: HRFormer-Driven Two-Modality Salient Object DetectionCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Salient Object Detection in Optical Remote Sensing Images Driven by TransformerCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Salient Object Ranking with Position-Preserved AttentionCode1
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Re-thinking Co-Salient Object DetectionCode1
TRACER: Extreme Attention Guided Salient Object Tracing NetworkCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
Scribble-Supervised RGB-T Salient Object DetectionCode1
Delving Into Salient Object Subitizing and Detection0
Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision0
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision0
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection0
Large-Field Contextual Feature Learning for Glass Detection0
LC3Net: Ladder context correlation complementary network for salient object detection0
Deep Reasoning with Multi-Scale Context for Salient Object Detection0
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection0
Deep Level Sets for Salient Object Detection0
Deep Contrast Learning for Salient Object Detection0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model0
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion0
Automated Design of Salient Object Detection Algorithms with Brain Programming0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection0
CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network0
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection0
Adaptive Graph Convolution Module for Salient Object Detection0
Cross-layer Feature Pyramid Network for Salient Object Detection0
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement0
CoSformer: Detecting Co-Salient Object with Transformers0
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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