Retinal Vessel Segmentation on STARE

Metric: F1 score (higher is better)

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#	Model↕	F1 score▼	Extra Data	Paper	Date↕	Code
1	DA-Net	0.8622	No	-	-	-
2	FSG-Net	0.851	No	Full-scale Representation Guided Network for Ret...	2025-01-31	Code
3	R2U-Net	0.8475	No	Recurrent Residual Convolutional Neural Network ...	2018-02-20	Code
4	VGN	0.8429	No	Deep Vessel Segmentation By Learning Graphical C...	2018-06-06	Code
5	Residual U-Net	0.8388	No	Road Extraction by Deep Residual U-Net	2017-11-29	Code
6	U-Net	0.8373	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
7	RV-GAN	0.8323	No	RV-GAN: Segmenting Retinal Vascular Structure in...	2021-01-03	Code
8	DUNet	0.8143	No	DUNet: A deformable network for retinal vessel s...	2018-11-03	-

#1DA-Net
0.8622
F1 score
No paper
#2FSG-NetSOTA
0.851
F1 score· 2025-01-31
Full-scale Representation Guided Network for Retinal Vessel Segmentation Code
#3R2U-NetSOTA
0.8475
F1 score· 2018-02-20
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Code
#4VGN
0.8429
F1 score· 2018-06-06
Deep Vessel Segmentation By Learning Graphical Connectivity Code
#5Residual U-NetSOTA
0.8388
F1 score· 2017-11-29
Road Extraction by Deep Residual U-Net Code
#6U-NetSOTA
0.8373
F1 score· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#7RV-GAN
0.8323
F1 score· 2021-01-03
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network Code
#8DUNet
0.8143
F1 score· 2018-11-03
DUNet: A deformable network for retinal vessel segmentation