Research Article
Exploration of Ear Biometrics Using EfficientNet
Table 4
Performance of EfficientNet models.
| Epoch | EfficientNet B0 | EfficientNet B1 | EfficientNet B2 | EfficientNet B3 | EfficientNet B4 | EfficientNet B5 | EfficientNet B6 | EfficientNet B7 | EfficientNet B8 | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss | Accuracy | Loss |
| 1 | 95 | 5 | 97 | 3 | 96 | 4 | 97 | 3 | 98 | 2 | 98 | 2 | 98 | 2 | 99 | 1 | 97 | 3 | 10 | 97 | 3 | 96 | 4 | 95 | 5 | 97 | 3 | 96 | 4 | 98 | 2 | 97 | 3 | 96 | 4 | 99 | 1 | 20 | 97 | 3 | 96 | 4 | 96 | 4 | 96 | 4 | 98 | 2 | 98 | 2 | 99 | 1 | 99 | 1 | 100 | 0 | 30 | 95 | 5 | 96 | 4 | 97 | 3 | 97 | 3 | 98 | 2 | 98 | 2 | 99 | 1 | 97 | 3 | 99 | 1 | 40 | 97 | 3 | 97 | 3 | 96 | 4 | 96 | 4 | 97 | 3 | 96 | 4 | 97 | 3 | 99 | 1 | 100 | 0 | 50 | 97 | 3 | 96 | 4 | 95 | 5 | 96 | 4 | 96 | 4 | 98 | 2 | 98 | 2 | 96 | 4 | 98 | 2 | 60 | 97 | 3 | 96 | 4 | 97 | 3 | 96 | 4 | 96 | 4 | 96 | 4 | 99 | 1 | 99 | 1 | 97 | 3 | 70 | 97 | 3 | 97 | 3 | 96 | 4 | 96 | 4 | 96 | 4 | 96 | 4 | 98 | 2 | 96 | 4 | 98 | 2 | 80 | 97 | 3 | 97 | 3 | 96 | 4 | 96 | 4 | 98 | 2 | 97 | 3 | 98 | 2 | 99 | 1 | 99 | 1 | 90 | 97 | 3 | 97 | 3 | 96 | 4 | 96 | 4 | 97 | 3 | 96 | 4 | 99 | 1 | 98 | 2 | 98 | 2 | 100 | 95 | 5 | 97 | 3 | 96 | 4 | 96 | 4 | 96 | 4 | 97 | 3 | 99 | 1 | 96 | 4 | 98 | 2 |
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