SOTAVerified

Salient Object Detection

Papers

Showing 501527 of 527 papers

TitleStatusHype
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention0
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation0
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping0
To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection0
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context0
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection0
Transforming Static Images Using Generative Models for Video Salient Object Detection0
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection0
Uncertainty-Aware Deep Calibrated Salient Object Detection0
Unconstrained Salient and Camouflaged Object Detection0
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection0
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics0
ViDaS Video Depth-aware Saliency Network0
Video Saliency Detection by 3D Convolutional Neural Networks0
Video Salient Object Detection Using Spatiotemporal Deep Features0
Video Salient Object Detection via Contrastive Features and Attention Modules0
Video Salient Object Detection via Fully Convolutional Networks0
View-aware Salient Object Detection for 360° Omnidirectional Image0
VST++: Efficient and Stronger Visual Saliency Transformer0
Weakly Supervised Learning for Salient Object Detection0
Salient Instance Segmentation with Region and Box-level Annotations0
Weakly-Supervised Saliency Detection via Salient Object Subitizing0
Weakly Supervised Salient Object Detection Using Image Labels0
Weakly Supervised Video Salient Object Detection via Point Supervision0
What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors0
What is a salient object? A dataset and a baseline model for salient object detection0
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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