SOTAVerified

Salient Object Detection

Papers

Showing 201250 of 527 papers

TitleStatusHype
End-to-End Human-Gaze-Target Detection with Transformers0
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection0
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionCode1
Joint Learning of Salient Object Detection, Depth Estimation and Contour ExtractionCode1
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionCode2
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Semantic Distillation Guided Salient Object Detection0
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label LearningCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling0
Benchmarking Deep Models for Salient Object DetectionCode1
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing ImagesCode1
Multi-Scale Iterative Refinement Network for RGB-D Salient Object Detection0
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature CorrelationCode1
Salient Object Detection by LTP Texture Characterization on Opposing Color Pairs under SLICO Superpixel Constraint0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Semi-supervised Salient Object Detection with Effective Confidence Estimation0
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction0
a novel attention-based network for fast salient object detection0
TRACER: Extreme Attention Guided Salient Object Tracing NetworkCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object DetectionCode1
MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object DetectionCode1
Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
A General Divergence Modeling Strategy for Salient Object Detection0
Addressing Multiple Salient Object Detection via Dual-Space Long-Range DependenciesCode0
Video Salient Object Detection via Contrastive Features and Attention Modules0
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection0
LC3Net: Ladder context correlation complementary network for salient object detection0
Receptive Field Broadening and Boosting for Salient Object Detection0
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss0
Modality-Guided Subnetwork for Salient Object Detection0
M2RNet: Multi-modal and Multi-scale Refined Network for RGB-D Salient Object Detection0
ACFNet: Adaptively-Cooperative Fusion Network for RGB-D Salient Object Detection0
RGB-D Salient Object Detection with Ubiquitous Target Awareness0
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection0
Multi-scale Edge-based U-shape Network for Salient Object DetectionCode1
Specificity-preserving RGB-D Saliency DetectionCode1
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
Modal-Adaptive Gated Recoding Network for RGB-D Salient Object Detection0
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object SegmentationCode1
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding NetworkCode1
MPI: Multi-receptive and Parallel Integration for Salient Object DetectionCode0
Disentangled High Quality Salient Object DetectionCode1
Full-Duplex Strategy for Video Object SegmentationCode1
Unifying Global-Local Representations in Salient Object Detection with TransformerCode1
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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