SOTAVerified

One-Shot Segmentation

( Image credit: One-Shot Learning for Semantic Segmentation )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–35 of 35 papers

TitleStatusHype
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationCode0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN ImagesCode0
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data AugmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MaskNetIoU [32 distractors]65.6—Unverified
2Siamese-U-NetIoU [32 distractors]62.4—Unverified