Table 6 OracleNet robustness to synthetic image degradation on Oracle-MNIST dataset (target accuracy)
Degradation type | Degradation level | Target accuracy (mean ± Std%) |
|---|---|---|
No degradation (baseline) | N/A | 97.2 ± 0.2 |
Gaussian blur | Low | 96.5 ± 0.2 |
Medium | 95.1 ± 0.3 | |
High | 93.2 ± 0.5 |