SOTAVerified

One-Shot Segmentation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–35 of 35 papers

TitleStatusHype
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation—0
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
One-Shot Segmentation in ClutterCode0
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
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
Show:102550
← PrevPage 2 of 2Next →

Benchmark Results

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