方法 | 网络类型 | 参数量 | FLOPs (x4) | PSNR |
VDSR | CNN | 0.67 M | 612.6 G | 31.35 |
LapSRN | CNN | 0.25 M | 149.4 G | 31.54 |
IMDN | CNN | 0.70 M | 40.9 G | 32.21 |
ESRT | hybrid | 0.68 M | 67.7 G | 32.19 |
SwinIR | Transformer | 0.90 M | 218.8 G | 32.44 |
MLAAN (Ours) | Transformer | 0.71 M | 107.3 G | 32.48 |