Table 1. Ablation studies of Phase 1 and 2. The data format in the table is the mean (standard deviation).
Ablation settings | SRF | PED | Choroid | ||||
---|---|---|---|---|---|---|---|
10% | 100% | 10% | 100% | 10% | 100% | ||
W/o Phase 1 & Phase 2 | N/A | 0.514 (0.268) | 0.555 (0.297) | 0.196 (0.190) | 0.283 (0.164) | 0.845 (0.066) | 0.873 (0.073) |
W/ Phase 1 & w/o Phase 2 | ImageNet | 0.758 (0.232) | 0.802 (0.187) | 0.643 (0.200) | 0.689 (0.206) | 0.873 (0.075) | 0.894 (0.078) |
OCT2017 | 0.716 (0.239) | 0.777 (0.189) | 0.414 (0.214) | 0.633 (0.204) | 0.880 (0.082) | 0.891 (0.085) | |
ImageNet + OCT2017 | 0.773 (0.212) | 0.811 (0.180) | 0.661 (0.217) | 0.715 (0.196) | 0.875 (0.072) | 0.895 (0.079) | |
W/ Phase 1 & Phase 2 | ImageNet + OCT2017 | 0.795 (0.186) | 0.824 (0.148) | 0.676 (0.209) | 0.724 (0.196) | 0.879 (0.077) | 0.895 (0.073) |