SOTAVerified

Salient Object Detection

Papers

Showing 201225 of 527 papers

TitleStatusHype
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks0
Pluralistic Salient Object Detection0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection0
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
Depth-guided Texture Diffusion for Image Semantic Segmentation0
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation0
FIPGNet:Pyramid grafting network with feature interaction strategies0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention0
Boosting General Trimap-free Matting in the Real-World Image0
Salient Object Detection From Arbitrary ModalitiesCode0
Modality Prompts for Arbitrary Modality Salient Object Detection0
SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection0
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection0
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 Detection0
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 Network0
Reframe Anything: LLM Agent for Open World Video Reframing0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes0
LF Tracy: A Unified Single-Pipeline Approach for Salient Object Detection in Light Field CamerasCode0
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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