Image Generation on LSUN Bedrooms (FID, sFID)
3FIDFP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FPBitwidth (W/A)=32/32, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 3 | 7.13 | |
| PTQDBitwidth (W/A)=4/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 5.94 | 15.16 | |
| PTQDBitwidth (W/A)=3/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 6.46 | 17.04 | |
| Q-DiffusionBitwidth (W/A)=4/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 6.72 | 18.8 | |
| Q-DiffusionBitwidth (W/A)=3/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 8.31 | 21.06 | |
| PTQ4DMBitwidth (W/A)=4/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 20.72 | 54.3 | |
| PTQ4DMBitwidth (W/A)=3/8, Model architecture=LDM-4, Sampling steps=200, eta=12023.05 | 22.17 | 51.93 |