Unconditional Image Generation on CelebA (IS, FID, sFID)
2.61ISBaseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineBitwidth=FP2023.05 | 2.61 | 6.49 | 13.82 | |
| APQ-DMBitwidth=W8A82023.05 | 2.58 | 6.07 | 13.09 | |
| PTQ4DMBitwidth=W8A82023.05 | 2.43 | 6.44 | 14.15 | |
| Q-DiffusionBitwidth=W8A82023.05 | 2.41 | 6.6 | 14.19 | |
| APQ-DMBitwidth=W6A62023.05 | 2.3 | 16.86 | 17.85 | |
| LSQBitwidth=W8A82023.05 | 2.29 | 15.02 | 15.99 | |
| Q-DiffusionBitwidth=W6A62023.05 | 2.16 | 23.37 | 19.83 | |
| PTQ4DMBitwidth=W6A62023.05 | 2.13 | 24.96 | 20.95 | |
| LSQBitwidth=W6A62023.05 | 1.94 | 78.37 | 85.04 |