Paper | Code | Dice (Average) | ModelName | ReleaseDate |
---|---|---|---|---|
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation | ✓ Link | 88.8% | ScribFormer | 2024-02-03 |
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding | ✓ Link | 88.4% | ScribbleVC | 2023-07-30 |
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | ✓ Link | 84.8% | CycleMix | 2022-03-03 |
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | ✓ Link | 70.5% | CutMix | 2019-05-13 |
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation | ✓ Link | 64.5% | TFCNs | 2022-07-07 |
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup | ✓ Link | 62.4% | Puzzle Mix | 2020-09-15 |