Conditional Image Generation on ImageNet 1K 256x256 CFG=4.0 (val)
478.35Inception Score (IS)FP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FPParadigm=N/A, W/A=32/322025.12 | 478.35 | 19.11 | 21.61 | 92.98 | |
| TreeQ-PEFTParadigm=PEFT, W/A=4/42025.12 | 470.1 | 17.89 | 20.08 | 93.03 | |
| TreeQ-PTQParadigm=PTQ, W/A=4/42025.12 | 460.35 | 17.33 | 20.13 | 93.3 | |
| BaselineParadigm=PEFT, W/A=4/42025.12 | 459.8 | 17.91 | 19.97 | 92.97 | |
| BaselineParadigm=PTQ, W/A=4/42025.12 | 456.58 | 16.13 | 20.34 | 92.91 | |
| TreeQ-PEFTParadigm=PEFT, W/A=3/32025.12 | 413.45 | 15.03 | 19.7 | 92.34 | |
| BaselineParadigm=PEFT, W/A=3/32025.12 | 404.12 | 14.49 | 19.83 | 91.8 | |
| QuarotParadigm=PTQ, W/A=4/42025.12 | 375.95 | 13.05 | 24.14 | 81.78 | |
| TreeQ-PTQParadigm=PTQ, W/A=3/32025.12 | 329.62 | 9.91 | 20.84 | 79.43 | |
| BaselineParadigm=PTQ, W/A=3/32025.12 | 254.97 | 14 | 30.93 | 71.6 | |
| SVD-QuantParadigm=PTQ, W/A=4/42025.12 | 6.86 | 164.82 | 68.17 | 4.13 | |
| QuarotParadigm=PTQ, W/A=3/32025.12 | 4.51 | 273.61 | 173.75 | 4.9 | |
| SVD-QuantParadigm=PTQ, W/A=3/32025.12 | 1.6 | 300.07 | 215.19 | 0.63 |