SOTAVerified

Salient Object Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 527 papers

TitleStatusHype
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks—0
Pluralistic Salient Object Detection—0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection—0
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network—0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation—0
FIPGNet:Pyramid grafting network with feature interaction strategies—0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
Boosting General Trimap-free Matting in the Real-World Image—0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention—0
Salient Object Detection From Arbitrary ModalitiesCode0
Modality Prompts for Arbitrary Modality Salient Object Detection—0
SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection—0
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection—0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object DetectionCode0
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection—0
Self-supervised co-salient object detection via feature correspondence at multiple scalesCode0
CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network—0
Reframe Anything: LLM Agent for Open World Video Reframing—0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes—0
LF Tracy: A Unified Single-Pipeline Approach for Salient Object Detection in Light Field CamerasCode0
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network—0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
SqueezeSAM: User friendly mobile interactive segmentation—0
Texture-Semantic Collaboration Network for ORSI Salient Object DetectionCode0
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing ParadigmCode0
Cascaded Interaction with Eroded Deep Supervision for Salient Object Detection—0
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation—0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection—0
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics—0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
VST++: Efficient and Stronger Visual Saliency Transformer—0
Towards Open-World Co-Salient Object Detection with Generative Uncertainty-aware Group Selective Exchange-MaskingCode0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context—0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection—0
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics—0
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection—0
Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion—0
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning—0
Decomposed Guided Dynamic Filters for Efficient RGB-Guided Depth Completion—0
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation—0
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
Distortion-aware Transformer in 360° Salient Object DetectionCode0
Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning—0
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection—0
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All datasetsECSSDPASCAL-SHKU-ISDUT-OMRONDUTS-TESOD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95—Unverified
2FOCUSS-measure0.94—Unverified
3SelfReformer-SwinS-measure0.94—Unverified
4EVPv1S-measure0.94—Unverified
5EVPv2S-measure0.94—Unverified
6SelfReformerS-measure0.94—Unverified
7F3NetS-measure0.92—Unverified
8LDF(ours)S-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
8F3NetS-measure0.85—Unverified
9RCSBS-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
6LDFS-measure0.84—Unverified
7F3NetS-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