Medical Image Segmentation on CHASE_DB1

Metric: F1 score (higher is better)

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Results

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#	Model↕	F1 score▼	Extra Data	Paper	Date↕	Code
1	RV-GAN	0.8957	No	RV-GAN: Segmenting Retinal Vascular Structure in...	2021-01-03	Code
2	Study Group Learning	0.8271	No	Study Group Learning: Improving Retinal Vessel S...	2021-03-05	Code
3	MERIT-GCASCADE	0.8267	No	G-CASCADE: Efficient Cascaded Graph Convolutiona...	2023-10-24	Code
4	PVT-GCASCADE	0.8251	No	G-CASCADE: Efficient Cascaded Graph Convolutiona...	2023-10-24	Code
5	SA-UNet	0.8153	No	SA-UNet: Spatial Attention U-Net for Retinal Ves...	2020-04-07	Code
6	FR-UNet	0.8151	No	-	-	Code
7	FSG-Net	0.8101	No	Full-scale Representation Guided Network for Ret...	2025-01-31	Code
8	IterNet	0.8073	No	IterNet: Retinal Image Segmentation Utilizing St...	2019-12-12	Code
9	VGN	0.8034	No	Deep Vessel Segmentation By Learning Graphical C...	2018-06-06	Code
10	LadderNet	0.8031	No	LadderNet: Multi-path networks based on U-Net fo...	2018-10-17	Code
11	R2U-Net	0.7928	No	Recurrent Residual Convolutional Neural Network ...	2018-02-20	Code
12	DUNet	0.7883	No	DUNet: A deformable network for retinal vessel s...	2018-11-03	-
13	Residual U-Net	0.78	No	Road Extraction by Deep Residual U-Net	2017-11-29	Code