SOTAVerified

One-Shot Segmentation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 35 papers

TitleStatusHype
One-shot Weakly-Supervised Segmentation in Medical ImagesCode1
One-Shot Transfer of Affordance Regions? AffCorrs!Code1
One-Shot Synthesis of Images and Segmentation MasksCode1
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
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Benchmark Results

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