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Table 6 Comparison with the deep learning methods on REFUGE dataset

From: Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network

Method

\(DC_{disc}\,(mean)\)

\(DC_{cup}\,(mean)\)

\(JC_{disc}\,(mean)\)

\(JC_{cup}\,(mean)\)

M-Net [16]

0.9436

0.8315

MULTI-MODEL-PRE-TRAINING [33]

0.9225

0.7902

Two-stage Mask R-CNN [32]

0.9504

0.8546

pOSAL [31]

0.9602

0.8826

Proposed

0.9601

0.8903

0.9239

0.8065

  1. Italics indicate the best results