Table 4 Performance of automated disc localization algorithm on unseen datasets
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 |