ML Research Wiki / Benchmarks / Semantic Segmentation / ACDC Scribbles

ACDC Scribbles

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Dice (Average)

Top Performing Models

Rank Model Paper Dice (Average) Date Code
1 ScribFormer ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation 0.00 2024-02-03 📦 HUANGLIZI/ScribFormer
2 ScribbleVC ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding 0.00 2023-07-30 📦 huanglizi/scribblevc
3 CycleMix CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision 0.00 2022-03-03 📦 bwgzk/cyclemix
4 CutMix CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 0.00 2019-05-13 📦 rwightman/pytorch-image-models 📦 pytorch/vision 📦 kornia/kornia
5 TFCNs TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation 0.00 2022-07-07 📦 huanglizi/tfcns
6 Puzzle Mix Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup 0.00 2020-09-15 📦 snu-mllab/PuzzleMix

All Papers (6)