Table 3 Model prediction accuracies
Model | Patch level (%) | Image level (%) |
|---|---|---|
Global average pooling | ||
Species level (10 class) | 89.8 | 87.4 |
Genus level (from 10-class species level) | 95.4 | 95.4 |
Genus level (6 class) | 97.6 | 97.5 |
Global max pooling | ||
Species level (10 class) | 89.2 | 88.7 |
Genus level (from 10-class species level) | 96.9 | 97.0 |
Genus level (6 class) | 97.2 | 97.3 |