SOTAVerified

Segmentation

Papers

Showing 14111420 of 13072 papers

TitleStatusHype
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
GCtx-UNet: Efficient Network for Medical Image SegmentationCode1
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentationsCode1
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional NetworksCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion ApproachCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
Generalizable Model-agnostic Semantic Segmentation via Target-specific NormalizationCode1
Applications of Deep Learning in Fundus Images: A ReviewCode1
Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center DatasetCode1
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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