Medical Image Segmentation on Anatomical Tracings of Lesions After Stroke (ATLAS)

Metric: Dice (higher is better)

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#	Model↕	Dice▼	Extra Data	Paper	Date↕	Code
1	D-UNet	0.5349	No	D-UNet: a dimension-fusion U shape network for c...	2019-08-14	Code
2	2D Dense-UNet	0.4741	No	H-DenseUNet: Hybrid Densely Connected UNet for L...	2017-09-21	Code
3	DeepLab v3+	0.4609	No	Encoder-Decoder with Atrous Separable Convolutio...	2018-02-07	Code
4	U-Net	0.4606	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
5	PSPNet	0.3571	No	Pyramid Scene Parsing Network	2016-12-04	Code

#1D-UNetSOTA
0.5349
Dice· 2019-08-14
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Code
#22D Dense-UNetSOTA
0.4741
Dice· 2017-09-21
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Code
#3DeepLab v3+
0.4609
Dice· 2018-02-07
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Code
#4U-NetSOTA
0.4606
Dice· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#5PSPNet
0.3571
Dice· 2016-12-04
Pyramid Scene Parsing Network Code