SOTAVerified

Segmentation

Papers

Showing 31713180 of 13072 papers

TitleStatusHype
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous DrivingCode0
Anatomy-guided Pathology SegmentationCode0
Minimizing Supervision for Free-space SegmentationCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
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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