Table 5 Ablation study on normalization. ∗ indicates that the corresponding results are obtained before the training collapse.
From: Feature enhanced cascading attention network for lightweight image super-resolution
Normalization | Params | FLOPs | PSNR (dB) | ||
---|---|---|---|---|---|
BN | LN | [K] | [G] | Set5 | B100 |
✓ | ✕ | 121 | 6.68 | 29.09* | 26.30* |
✕ | ✕ | 120 | 6.68 | 31.53* | 27.33* |
✕ | ✓ | 121 | 6.68 | 32.08 | 27.57 |