Table 8 Training time required for efficientnet-B0 through B7.
From: AI-based localization and classification of skin disease with erythema
Model | Top-1 accuracy (%) | Training time per epoch (s) |
|---|---|---|
EfficientNet-B0 | 39.71 | 187.965 |
EfficientNet-B1 | 43.15 | 250.170 |
EfficientNet-B2 | 44.46 | 255.180 |
EfficientNet-B3 | 43.30 | 309.375 |
EfficientNet-B4 | 45.77 | 392.925 |
EfficientNet-B5 | 45.54 | 522.975 |
EfficientNet-B6 | 45.83 | 643.965 |
EfficientNet-B7 | 47.54 | 942.720 |
