Face Super-Resolution on CelebA-HQ 1024x1024 (test)
27.17PSNRGCFSR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GCFSRUpscaling Factor=16x2022.03 | 27.17 | 0.71 | 0.2604 | 30.48 | 0.9631 | |
| GFPGANUpscaling Factor=16x2022.03 | 27.07 | 0.7101 | 0.2716 | 34.49 | 0.9623 | |
| GLEANUpscaling Factor=16x, Model Count=Multiple (one per task)2022.03 | 26.88 | 0.6953 | 0.2693 | 29.99 | 0.9682 | |
| GPENUpscaling Factor=16x2022.03 | 26.51 | 0.6988 | 0.2827 | 37.94 | 0.9473 | |
| GCFSRUpscaling Factor=32x2022.03 | 24.95 | 0.6748 | 0.3061 | 43.34 | 0.7911 | |
| GFPGANUpscaling Factor=32x2022.03 | 24.81 | 0.6751 | 0.3128 | 46 | 0.7881 | |
| GPENUpscaling Factor=32x2022.03 | 24.65 | 0.6717 | 0.334 | 50.4 | 0.7641 | |
| GLEANUpscaling Factor=32x, Model Count=Multiple (one per task)2022.03 | 24.34 | 0.6534 | 0.3257 | 46.57 | 0.775 | |
| mGANpriorUpscaling Factor=16x2022.03 | 23.8 | 0.6674 | 0.4668 | 100.87 | 0.6794 | |
| GCFSRUpscaling Factor=64x2022.03 | 22.39 | 0.6315 | 0.3663 | 57.15 | 0.662 | |
| GFPGANUpscaling Factor=64x2022.03 | 22.26 | 0.6285 | 0.3675 | 59.33 | 0.6558 | |
| GPENUpscaling Factor=64x2022.03 | 22.2 | 0.6291 | 0.3906 | 67.5 | 0.5978 | |
| GLEANUpscaling Factor=64x, Model Count=Multiple (one per task)2022.03 | 21.38 | 0.6016 | 0.4109 | 62.93 | 0.6118 | |
| mGANpriorUpscaling Factor=32x2022.03 | 21.26 | 0.6117 | 0.5099 | 105.62 | 0.523 | |
| PULSEUpscaling Factor=16x2022.03 | 20.08 | 0.6032 | 0.4651 | 77.89 | 0.4947 | |
| PULSEUpscaling Factor=32x2022.03 | 19.63 | 0.5848 | 0.4789 | 78.26 | 0.5177 | |
| mGANpriorUpscaling Factor=64x2022.03 | 18.69 | 0.5721 | 0.553 | 108.17 | 0.4397 | |
| PULSEUpscaling Factor=64x2022.03 | 18.52 | 0.5604 | 0.5119 | 91.55 | 0.468 |