Medical Image Segmentation on UZLF

Metric: Average Dice (0.5*Dice_a + 0.5*Dice_v) (higher is better)

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#	Model↕	Average Dice (0.5Dice_a + 0.5Dice_v)▼	Extra Data	Paper	Date↕	Code
1	LUNet	83.2	No	LUNet: Deep Learning for the Segmentation of Art...	2023-09-11	Code
2	LUNet	83.2	No	LUNet: Deep Learning for the Segmentation of Art...	2023-09-11	Code
3	Junior Ophtalmologist	82.6	No	LUNet: Deep Learning for the Segmentation of Art...	2023-09-11	Code
4	Junior Ophtalmologist	82.6	No	LUNet: Deep Learning for the Segmentation of Art...	2023-09-11	Code
5	VascX	80.6	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code
6	VascX	80.6	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code
7	Automorph	74	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code
8	Automorph	74	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code
9	Little W-Net	60.9	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code
10	Little W-Net	60.9	No	VascX Models: Model Ensembles for Retinal Vascul...	2024-09-24	Code

#1LUNetSOTA
83.2
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2023-09-11
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Code
#2LUNet
83.2
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2023-09-11
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Code
#3Junior Ophtalmologist
82.6
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2023-09-11
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Code
#4Junior Ophtalmologist
82.6
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2023-09-11
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Code
#5VascX
80.6
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code
#6VascX
80.6
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code
#7Automorph
74
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code
#8Automorph
74
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code
#9Little W-Net
60.9
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code
#10Little W-Net
60.9
Average Dice (0.5*Dice_a + 0.5*Dice_v)· 2024-09-24
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images Code