SOTAVerified

Salient Object Detection

Papers

Showing 201–250 of 527 papers

TitleStatusHype
End-to-End Human-Gaze-Target Detection with Transformers—0
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection—0
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 Detection—0
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 Filling—0
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 Detection—0
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 Constraint—0
Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection—0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Semi-supervised Salient Object Detection with Effective Confidence Estimation—0
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction—0
a novel attention-based network for fast salient object detection—0
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 Detection—0
Addressing Multiple Salient Object Detection via Dual-Space Long-Range DependenciesCode0
Video Salient Object Detection via Contrastive Features and Attention Modules—0
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 Detection—0
LC3Net: Ladder context correlation complementary network for salient object detection—0
Receptive Field Broadening and Boosting for Salient Object Detection—0
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss—0
Modality-Guided Subnetwork for Salient Object Detection—0
M2RNet: Multi-modal and Multi-scale Refined Network for RGB-D Salient Object Detection—0
ACFNet: Adaptively-Cooperative Fusion Network for RGB-D Salient Object Detection—0
RGB-D Salient Object Detection with Ubiquitous Target Awareness—0
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection—0
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 Detection—0
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-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv2S-measure0.94—Unverified
5SelfReformerS-measure0.94—Unverified
6EVPv1S-measure0.94—Unverified
7LDF(ours)S-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9RCSBS-measure0.92—Unverified
10F3NetS-measure0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9—Unverified
2SAM2-UNetS-measure0.89—Unverified
3EVPv2S-measure0.88—Unverified
4EVPv1S-measure0.88—Unverified
5SelfReformer-SwinS-measure0.88—Unverified
6SelfReformerS-measure0.87—Unverified
7LDF(ours)S-measure0.86—Unverified
8RCSBS-measure0.85—Unverified
9F3NetS-measure0.85—Unverified
10F3NetS-measure0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.93—Unverified
4EVPv1S-measure0.93—Unverified
5SelfReformerS-measure0.93—Unverified
6LDFS-measure0.92—Unverified
7RCSBS-measure0.92—Unverified
8F3NetS-measure0.92—Unverified
9U2NetMAE0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88—Unverified
2FOCUSS-measure0.87—Unverified
3EVPv2S-measure0.86—Unverified
4SelfReformer-SwinS-measure0.86—Unverified
5SelfReformerS-measure0.86—Unverified
6F3NetS-measure0.84—Unverified
7LDFS-measure0.84—Unverified
8RCSBS-measure0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93—Unverified
2FOCUSSmeasure0.93—Unverified
3SelfReformer-SwinSmeasure0.92—Unverified
4EVPv2Smeasure0.92—Unverified
5SelfReformerSmeasure0.91—Unverified
6LDF(ResNet-50)Smeasure0.89—Unverified
7F3NetSmeasure0.89—Unverified
8RCSBSmeasure0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7—Unverified