LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images

Benchmark Model Rank Results
artery-veins-retinal-vessel-segmentation-onLUNet#1Average Dice (0.5*Dice_a + 0.5*Dice_v): 83.2
artery-veins-retinal-vessel-segmentation-onJunior Ophtalmologist#2Average Dice (0.5*Dice_a + 0.5*Dice_v): 82.6
retinal-vessel-segmentation-on-uzlfLUNet#1Average Dice (0.5*Dice_a + 0.5*Dice_v): 83.2
retinal-vessel-segmentation-on-uzlfJunior Ophtalmologist#2Average Dice (0.5*Dice_a + 0.5*Dice_v): 82.6