Table A1.
Mean (standard deviation) pixel accuracy (Acc.), precision (Pr.), recall (Rc.), specificity (Sp.), and intersection over union (IoU) for the individual retinal layer and overall performance for the Mask R-CNN(coco/3+ and custom ratios). Each value represents the mean of four independent runs.
| Metric | ILM-NFL | NFL-IPL | IPL-OPL | OPL-ELM | ELM-ISOS | ISOS-RPE | Overall |
|---|---|---|---|---|---|---|---|
| Acc. | 99.66 (0.01) | 99.62 (0.01) | 99.63 (0.01) | 99.65 (0.01) | 99.64 (0.01) | 99.62 (0.01) | 99.64 (0.01) |
| Pr. | 96.37 (0.19) | 94.15 (0.27) | 92.16 (0.23) | 90.63 (0.42) | 90.78 (0.20) | 91.80 (0.33) | 94.22 (0.14) |
| Rc. | 93.07 (0.42) | 90.14 (0.56) | 87.74 (0.73) | 86.75 (0.42) | 86.72 (0.73) | 88.37 (0.91) | 90.76 (0.13) |
| Sp. | 99.88 (0.01) | 99.86 (0.01) | 99.86 (0.01) | 99.85 (0.01) | 99.86 (0.01) | 99.85 (0.01) | 99.87 (0.01) |
| IoU | 89.93 (0.36) | 85.59 (0.43) | 81.98 (0.75) | 79.85 (0.67) | 79.86 (0.54) | 82.03 (0.76) | 86.00 (0.14) |