Medical Image Segmentation on ROSE-1 DVC

Metric: Dice Score (higher is better)

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#	Model↕	Dice Score▼	Extra Data	Paper	Date↕	Code
1	OCTA-Net	70.74	No	ROSE: A Retinal OCT-Angiography Vessel Segmentat...	2020-07-10	Code
2	U-Net	66.05	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
3	ResU-Net	65.67	No	Road Extraction by Deep Residual U-Net	2017-11-29	Code
4	OCTAve: OCTA-Net	62.55	No	OCTAve: 2D en face Optical Coherence Tomography ...	2022-07-25	Code
5	CE-Net	57.83	No	CE-Net: Context Encoder Network for 2D Medical I...	2019-03-07	Code

#1OCTA-NetSOTA
70.74
Dice Score· 2020-07-10
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model Code
#2U-NetSOTA
66.05
Dice Score· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#3ResU-Net
65.67
Dice Score· 2017-11-29
Road Extraction by Deep Residual U-Net Code
#4OCTAve: OCTA-Net
62.55
Dice Score· 2022-07-25
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Code
#5CE-Net
57.83
Dice Score· 2019-03-07
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Code