SOTAVerified

Salient Object Detection

Papers

Showing 76100 of 527 papers

TitleStatusHype
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
SqueezeSAM: User friendly mobile interactive segmentation0
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing ParadigmCode0
Texture-Semantic Collaboration Network for ORSI Salient Object DetectionCode0
Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object DetectionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation0
Cascaded Interaction with Eroded Deep Supervision for Salient Object Detection0
Unified-modal Salient Object Detection via Adaptive Prompt LearningCode1
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt LearningCode1
All in One: RGB, RGB-D, and RGB-T Salient Object Detection0
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
Salient Object Detection in RGB-D VideosCode1
VST++: Efficient and Stronger Visual Saliency Transformer0
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 Context0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection0
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics0
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection0
Salient Object Detection in Optical Remote Sensing Images Driven by TransformerCode1
M^3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object DetectionCode1
Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion0
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning0
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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