Unconditional Image Generation on LSUN Church
2.84Inception Score (IS)APQ-DM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| APQ-DMBitwidth=W8A82023.05 | 2.84 | 9.04 | 16.74 | |
| BaselineBitwidth=FP2023.05 | 2.76 | 10.98 | 16.16 | |
| PTQ4DMBitwidth=W8A82023.05 | 2.76 | 10.98 | 17.28 | |
| Q-DiffusionBitwidth=W8A82023.05 | 2.72 | 12.72 | 16.96 | |
| BaselineBitwidth=FP2023.05 | 2.7 | 4.08 | 10.99 | |
| APQ-DMBitwidth=W8A82023.05 | 2.69 | 4.02 | 10.7 | |
| APQ-DMBitwidth=W6A62023.05 | 2.67 | 6.9 | 13.53 | |
| APQ-DMBitwidth=W6A62023.05 | 2.63 | 24.75 | 29.24 | |
| LSQBitwidth=W8A82023.05 | 2.58 | 28.49 | 30.95 | |
| Q-DiffusionBitwidth=W8A82023.05 | 2.53 | 4.87 | 12.95 | |
| Q-DiffusionBitwidth=W6A62023.05 | 2.52 | 33.77 | 35.27 | |
| PTQ4DMBitwidth=W8A82023.05 | 2.52 | 5.29 | 12.49 | |
| LSQBitwidth=W8A82023.05 | 2.5 | 7.1 | 11.21 | |
| PTQ4DMBitwidth=W6A62023.05 | 2.48 | 32.85 | 36.74 | |
| Q-DiffusionBitwidth=W6A62023.05 | 2.47 | 10.9 | 21.54 | |
| PTQ4DMBitwidth=W6A62023.05 | 2.46 | 11.05 | 20.92 | |
| LSQBitwidth=W6A62023.05 | 1.87 | 131.78 | 140.39 | |
| LSQBitwidth=W6A62023.05 | 1.82 | 135.61 | 77.77 |