Semantic Segmentation on ACDC Scribbles

12개 결과 · ⬇ CSV · JSON

Dice (Average)

Rank	Model	Dice (Average)	Paper	Code	Year
1	ScribFormer	88.8%	ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation	HUANGLIZI/ScribFormer	2024
2	ScribbleVC	88.4%	ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding	huanglizi/scribblevc	2023
3	CycleMix	84.8%	CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision	bwgzk/cyclemix	2022
4	CutMix	70.5%	CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features	rwightman/pytorch-image-models · pytorch/vision · kornia/kornia · +27	2019
5	TFCNs	64.5%	TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation	huanglizi/tfcns	2022
6	Puzzle Mix	62.4%	Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup	snu-mllab/PuzzleMix	2020
7	ScribFormer	88.8%	ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation	HUANGLIZI/ScribFormer	2024
8	ScribbleVC	88.4%	ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding	huanglizi/scribblevc	2023
9	CycleMix	84.8%	CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision	bwgzk/cyclemix	2022
10	CutMix	70.5%	CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features	rwightman/pytorch-image-models · pytorch/vision · kornia/kornia · +27	2019
11	TFCNs	64.5%	TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation	huanglizi/tfcns	2022
12	Puzzle Mix	62.4%	Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup	snu-mllab/PuzzleMix	2020