Table 1.
Mean (standard deviation) Dice coefficient (%) for the individual retinal layer and overall performance for different model initializations. Each value represents the mean of four independent runs.
| Init. | ILM-NFL | NFL-IPL | IPL-OPL | OPL-ELM | ELM-ISOS | ISOS-RPE | Overall |
|---|---|---|---|---|---|---|---|
| Scratch/All | 94.85 (0.08) | 91.04 (0.67) | 87.78 (0.21) | 88.27 (0.37) | 87.50 (0.59) | 88.90 (1.03) | 92.03 (0.10) |
| COCO/All | 95.82 (0.46) | 92.09 (0.67) | 90.56 (1.24) | 90.61 (0.87) | 90.37 (0.98) | 91.89 (0.52) | 93.70 (0.59) |
| COCO/3+ | 96.11 (0.04) | 92.79 (0.34) | 91.28 (0.24) | 91.17 (0.41) | 90.91 (0.26) | 92.15 (0.20) | 94.13 (0.09) |
| COCO/4+ | 95.46 (0.38) | 91.93 (0.24) | 89.72 (0.56) | 90.17 (0.51) | 89.21 (0.70) | 90.16 (0.96) | 93.14 (0.42) |
| ImageNet/All | 95.73 (0.15) | 92.02 (0.17) | 89.36 (0.52) | 89.58 (0.20) | 89.96 (0.39) | 91.43 (0.17) | 93.32 (0.14) |
| ImageNet/3+ | 95.52 (0.28) | 91.01 (1.27) | 88.57 (1.70) | 89.22 (0.81) | 89.98 (0.74) | 90.73 (1.39) | 93.01 (0.68) |
| ImageNet/4+ | 95.39 (0.57) | 91.01 (0.99) | 88.58 (1.81) | 88.57 (2.51) | 88.89 (1.62) | 90.11 (1.81) | 92.68 (1.02) |