Photorealistic Image-to-Image Translation on MIT-Adobe FiveK (test)
0.0008Inference Latency (s)LPTN
Evaluation Results
| Method | Links | |
|---|---|---|
| LPTNResolution=480p, L (Pyramid Levels)=5, GPU Hardware=11G RAM2021.05 | 0.0008 | |
| LPTNResolution=480p, L (Pyramid Levels)=4, GPU Hardware=11G RAM2021.05 | 0.002 | |
| LPTNResolution=480p, L (Pyramid Levels)=3, GPU Hardware=11G RAM2021.05 | 0.003 | |
| LPTNResolution=1080p, L (Pyramid Levels)=5, GPU Hardware=11G RAM2021.05 | 0.005 | |
| LPTNResolution=1080p, L (Pyramid Levels)=4, GPU Hardware=11G RAM2021.05 | 0.007 | |
| LPTNResolution=2K, L (Pyramid Levels)=5, GPU Hardware=11G RAM2021.05 | 0.011 | |
| LPTNResolution=1080p, L (Pyramid Levels)=3, GPU Hardware=11G RAM2021.05 | 0.012 | |
| LPTNResolution=2K, L (Pyramid Levels)=4, GPU Hardware=11G RAM2021.05 | 0.015 | |
| LPTNResolution=4K, L (Pyramid Levels)=5, GPU Hardware=11G RAM2021.05 | 0.016 | |
| DPEResolution=480p, GPU Hardware=11G RAM2021.05 | 0.032 | |
| LPTNResolution=4K, L (Pyramid Levels)=4, GPU Hardware=11G RAM2021.05 | 0.033 | |
| LPTNResolution=2K, L (Pyramid Levels)=3, GPU Hardware=11G RAM2021.05 | 0.043 | |
| LPTNResolution=4K, L (Pyramid Levels)=3, GPU Hardware=11G RAM2021.05 | 0.082 | |
| DPEResolution=1080p, GPU Hardware=11G RAM2021.05 | 0.091 | |
| UNITResolution=480p, GPU Hardware=11G RAM2021.05 | 0.294 | |
| CycleGANResolution=480p, GPU Hardware=11G RAM2021.05 | 0.325 | |
| MUNITResolution=480p, GPU Hardware=11G RAM2021.05 | 0.336 | |
| UNITResolution=1080p, GPU Hardware=11G RAM2021.05 | 0.483 | |
| CycleGANResolution=1080p, GPU Hardware=11G RAM2021.05 | 0.562 | |
| MUNITResolution=1080p, GPU Hardware=11G RAM2021.05 | 0.675 | |
| White-BoxResolution=480p, GPU Hardware=11G RAM2021.05 | 2.846 | |
| White-BoxResolution=1080p, GPU Hardware=11G RAM2021.05 | 5.123 | |
| White-BoxResolution=2K, GPU Hardware=11G RAM2021.05 | 6.542 | |
| White-BoxResolution=4K, GPU Hardware=11G RAM2021.05 | 9.785 |