Table 4.
Fine Tuning results for EfficientNetB0 - B7 with different image size using ISIC-2019 & ISIC-2020 dataset
| Model Name | AUC for Image Size 256X256 | AUC for Image Size 384X384 | AUC for Image Size 512X512 |
|---|---|---|---|
| EfficeientNet B0 | 0.9221 | 0.9313 | 0.9199 |
| EfficeientNet B1 | 0.9254 | 0.9368 | 0.9202 |
| EfficeientNet B2 | 0.9276 | 0.9313 | 0.9283 |
| EfficeientNet B3 | 0.9296 | 0.9355 | 0.9386 |
| EfficeientNet B4 | 0.9342 | 0.9324 | 0.9368 |
| EfficeientNet B5 | 0.9302 | 0.9374 | 0.9382 |
| EfficeientNet B6 | 0.9445 | 0.9483 | 0.9486 |
| EfficeientNet B7 | 0.9336 | 0.9375 | 0.9465 |