Table 15 Training and validation results for EfficientNet after adding coordinate attention.
From: Attention-Enhanced CNNs and transformers for accurate monkeypox and skin disease detection
Model Name | Learning rate | Mini batch size | Training accuracy (%) | Training loss | Validation accuracy (%) | Validation loss |
|---|---|---|---|---|---|---|
EfficientNetB0 | 0.001 | 32 | 99.76 | 0.0088 | 99.98 | 0.0023 |
EfficientNetB2 | 0.001 | 32 | 99.52 | 0.0151 | 99.95 | 0.0021 |
EfficientNetB7 | 0.001 | 32 | 99.96 | 0.0019 | 99.99 | 0.00021 |
