Table 5 Performance comparison for the artery/vein segmentation task.

From: State-of-the-art retinal vessel segmentation with minimalistic models

 

# Params

DRIVE

HRF

LES-AV\(^*\)

DICE

MCC

DICE

MCC

DICE

MCC

Galdran et al.60

\(\sim \)29M

96.31 | 96.25

74.79 | 25.07

–

–

96.59

70.58

Hhemelings et al.61

\(\sim \)5M

96.71 | 95.81

77.57 | 24.67

96.88

76.89

–

–

W-Net

\(\sim \)279K

96.69 | 95.55

77.73 | 25.23

96.89

76.19

96.46

70.30

  1. For DRIVE, performance is reported on the entire image domain | on a ring-shaped region around the Optic Disc61. Performance is computed using the predictions and code provided by61. \(^*\)Predictions on LES-AV are generated from models trained on DRIVE.
Back to article page