OpenCodePapers

semantic-segmentation-on-acdc-scribbles

Semantic Segmentation
Dataset Link
Results over time
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Leaderboard
PaperCodeDice (Average)ModelNameReleaseDate
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation✓ Link88.8%ScribFormer2024-02-03
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding✓ Link88.4%ScribbleVC2023-07-30
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision✓ Link84.8%CycleMix2022-03-03
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features✓ Link70.5%CutMix2019-05-13
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation✓ Link64.5%TFCNs2022-07-07
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup✓ Link62.4%Puzzle Mix2020-09-15