Unconditional Image Generation on LSUN Church (test)
3.86FIDStyleGAN2
Evaluation Results
| Method | Links | |
|---|---|---|
| StyleGAN2Resolution=256x2562021.08 | 3.86 | |
| DeMe (After Merge)#Iterations=20Kx42024.10 | 7.27 | |
| ImageBARTResolution=256x2562021.08 | 7.32 | |
| DCTResolution=256x2562021.08 | 7.56 | |
| TTResolution=256x2562021.08 | 7.81 | |
| DDPMResolution=256x2562021.08 | 7.89 | |
| DeMe (Before Merge)#Iterations=20Kx42024.10 | 9.57 | |
| ANT-UW#Iterations=80K2024.10 | 10.43 | |
| ANT-NashMTL#Iterations=80K2024.10 | 10.45 | |
| Before-finetuning2024.10 | 10.69 | |
| P2 Weighting#Iterations=80K2024.10 | 10.77 | |
| SNR+1#Iterations=80K2024.10 | 10.8 | |
| Trun-SNR#Iterations=80K2024.10 | 10.81 | |
| Min-SNR#Iterations=80K2024.10 | 10.82 | |
| BOSS-6steps=62023.12 | 17.43 | |
| Distill-6-Reflowsteps=62023.12 | 34.52 | |
| Uniform-Reflowtype=reflow2023.12 | 40.45 |