Face Super-Resolution on Aligned CelebA 8x scaling
27.68PSNRMAIC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAICArch.=Attention, Params (M)=24.2, MACs (G)=19.292026.05 | 27.68 | 0.8075 | |
| SFMNetArch.=CNN+FFT, Params (M)=8.1, MACs (G)=30.652026.05 | 27.56 | 0.8074 | |
| DICArch.=Iterative, Params (M)=21.8, MACs (G)=45.842026.05 | 27.37 | 0.7962 | |
| SFMNet+GANArch.=GAN, Params (M)=8.1, MACs (G)=30.652026.05 | 26.48 | 0.7662 | |
| Ours (w/ Heatmap)Arch.=CNN+Prior, Params (M)=7.3, MACs (G)=4.02026.05 | 24.77 | 0.6924 | |
| Ours (w/o Heatmap)Arch.=CNN+Prior, Params (M)=7.3, MACs (G)=4.02026.05 | 24.01 | 0.6688 |