Table 4. Model performance metrics for real and augmented datasets.
Metric | Real data | Augmented data | Improvement | p-value |
---|---|---|---|---|
RMSE | 2.56 | 2.18 | 15.2% | <0.01 |
MAE | 1.86 | 1.49 | 19.9% | 0.003 |
SSIM | 0.82 | 0.91 | 11.0% | 0.012 |
KL-Divergence | 0.67 | 0.51 | 23.9% | 0.008 |