Unconditional Image Generation on LSUN-Bedroom (test)
2.35FIDStyleGAN2
Evaluation Results
| Method | Links | |
|---|---|---|
| StyleGAN2Resolution=256x2562021.08 | 2.35 | |
| DDPMResolution=256x2562021.08 | 4.9 | |
| ImageBARTResolution=256x2562021.08 | 5.51 | |
| DeMe (After Merge)#Iterations=20Kx42024.10 | 5.84 | |
| DeMe (Before Merge)#Iterations=20Kx42024.10 | 5.87 | |
| TTResolution=256x2562021.08 | 6.35 | |
| DCTResolution=256x2562021.08 | 6.4 | |
| SNR+1#Iterations=80K2024.10 | 6.41 | |
| Min-SNR#Iterations=80K2024.10 | 6.41 | |
| Trun-SNR#Iterations=80K2024.10 | 6.42 | |
| ANT-NashMTL#Iterations=80K2024.10 | 6.43 | |
| Before-finetuning2024.10 | 6.46 | |
| ANT-UW#Iterations=80K2024.10 | 6.48 | |
| P2 Weighting#Iterations=80K2024.10 | 6.53 |