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Table 4 Performance of automated disc localization algorithm on unseen datasets

From: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Algorithms Criterion (IOU >) DIARETDB1 N = 89 DRIVE N = 40 DRIONS-DB N = 110 Messidor N = 1200
Our Method (RCNN-based) 50 100.0 97.50 99.09 99.17
Giachetti et al. [12] 0 N/A N/A N/A 99.83
Yu et al. [13] 0 N/A N/A N/A 99.08
Aquino et al. [14] 0 N/A N/A N/A 98.83
Akyol et al. [31] 50 94.38 95.00 N/A N/A
Qureshi et al. [56] 50 94.02 100.0 N/A N/A
Godse et al. [57] 50 96.62 100.0 N/A N/A
Lu et al. [58] 50 96.91 N/A N/A N/A