SOTAVerified

Segmentation

Papers

Showing 14511460 of 13072 papers

TitleStatusHype
Cost Aggregation Is All You Need for Few-Shot SegmentationCode1
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
Fashionpedia: Ontology, Segmentation, and an Attribute Localization DatasetCode1
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networksCode1
Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT ImagesCode1
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic SegmentationCode1
FastSurfer -- A fast and accurate deep learning based neuroimaging pipelineCode1
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR SegmentationCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified