Conditional Image Generation on ImageNet-1K 256x256 (val, CFG=1.5)
241.18ISFP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FPParadigm=N/A, W/A=32/322025.12 | 241.18 | 6.28 | 20.78 | 0.783 | |
| TreeQ-PTQParadigm=PTQ, W/A=4/42025.12 | 219.66 | 6.92 | 20.86 | 0.7664 | |
| TreeQ-PEFTParadigm=PEFT, W/A=4/42025.12 | 206.1 | 8.69 | 23.15 | 0.7449 | |
| BaselineParadigm=PEFT, W/A=4/42025.12 | 192.13 | 9.87 | 25.05 | 0.7322 | |
| BaselineParadigm=PTQ, W/A=4/42025.12 | 142.14 | 16.64 | 28.54 | 0.6446 | |
| TreeQ-PEFTParadigm=PEFT, W/A=3/32025.12 | 135.84 | 14.52 | 26.49 | 0.6869 | |
| BaselineParadigm=PEFT, W/A=3/32025.12 | 128.06 | 16.63 | 29.2 | 0.6745 | |
| TreeQ-PTQParadigm=PTQ, W/A=3/32025.12 | 85.21 | 28.08 | 28.97 | 0.5346 | |
| MPQ-DMParadigm=PEFT, W/A=4/42025.12 | 76.35 | 22.35 | 35.18 | 0.5978 | |
| QuarotParadigm=PTQ, W/A=4/42025.12 | 53.12 | 53.31 | 56.74 | 0.4134 | |
| BaselineParadigm=PTQ, W/A=3/32025.12 | 20.59 | 99.99 | 67.54 | 0.2365 | |
| QueSTParadigm=PEFT, W/A=4/42025.12 | 4.87 | 215.06 | 72.15 | 0.0529 | |
| MPQ-DMParadigm=PEFT, W/A=3/32025.12 | 3.45 | 234.69 | 89.27 | 0.1137 | |
| QuarotParadigm=PTQ, W/A=3/32025.12 | 3.43 | 306.77 | 228.16 | 0.0171 | |
| PTQ4DiTParadigm=PTQ, W/A=4/42025.12 | 3.05 | 231.8 | 106.42 | 0.1003 | |
| SVD-QuantParadigm=PTQ, W/A=4/42025.12 | 2.48 | 269.83 | 146.63 | 0.007 | |
| Q-DiTParadigm=PTQ, W/A=4/42025.12 | 2.01 | 248.11 | 404.44 | 0.0138 | |
| SVD-QuantParadigm=PTQ, W/A=3/32025.12 | 1.25 | 370.14 | 393.81 | 0 |