SOTAVerified

Segmentation

Papers

Showing 41614170 of 13072 papers

TitleStatusHype
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies0
Deep FusionNet for Point Cloud Semantic Segmentation0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting0
A CT-Based Airway Segmentation Using U^2-net Trained by the Dice Loss Function0
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies0
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation0
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network0
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation0
FGN: Fully Guided Network for Few-Shot Instance Segmentation0
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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