SOTAVerified

One-Shot Segmentation

Papers

Showing 1120 of 35 papers

TitleStatusHype
Progressive One-shot Human ParsingCode1
BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot SegmentationCode1
One-Shot Learning for Semantic SegmentationCode1
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation0
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model0
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images0
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
Dense Self-Supervised Learning for Medical Image Segmentation0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM0
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation0
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Benchmark Results

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