SOTAVerified

One-Shot Segmentation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 35 papers

TitleStatusHype
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
StyleSeg V2: Towards Robust One-shot Segmentation of Brain Tissue via Optimization-free Registration Error Perception—0
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF—0
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images—0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM—0
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model—0
DeepATLAS: One-Shot Localization for Biomedical Data—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation—0
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation—0
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Benchmark Results

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