Text-to-Image on Pick-a-Pic
32.42HPSv2Z^2-Sampling
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Z^2-SamplingBase Model=DreamShaper-xl-v2-turbo, Time (s)=1.42026.04 | 32.42 | 22.14 | 91.05 | — | 6.1 | |
| Z-SamplingBase Model=DreamShaper-xl-v2-turbo, Time (s)=4.52026.04 | 32.38 | 22.11 | 90.87 | — | 6.15 | |
| HyperNoiseModel=SANA-Sprint2026.03 | 32.31 | 21.92 | 125.07 | 8.84 | — | |
| Z-SamplingBase Model=SDXL, Time (s)=17.82026.04 | 31.28 | 21.85 | 79.22 | — | 6.13 | |
| Z-SamplingBase Model=Hunyuan-DiT, Time (s)=182.32026.04 | 31.12 | 21.9 | 97.88 | — | 6.31 | |
| Z^2-SamplingBase Model=SDXL, Time (s)=5.82026.04 | 31.11 | 21.88 | 76.63 | — | 6.16 | |
| Z^2-SamplingBase Model=Hunyuan-DiT, Time (s)=60.82026.04 | 31.05 | 21.87 | 98.15 | — | 6.34 | |
| Naïve PAINEModel=SANA-Sprint, Training Metric=PickScore2026.03 | 30.83 | 22 | 98.61 | 8.85 | — | |
| StandardBase Model=Hunyuan-DiT, Time (s)=60.82026.04 | 30.82 | 21.88 | 94.22 | — | 6.2 | |
| StandardModel=SANA-Sprint, Optimization=None2026.03 | 30.1 | 22.03 | 94.64 | 8.69 | — | |
| StandardBase Model=DreamShaper-xl-v2-turbo, Time (s)=1.42026.04 | 30.04 | 21.59 | 66.18 | — | 5.93 | |
| StandardBase Model=SDXL, Time (s)=5.82026.04 | 29.89 | 21.63 | 58.65 | — | 6.09 | |
| Z^2-SamplingBase Model=SD-2.1, Time (s)=3.02026.04 | 24.58 | 19.54 | -18.45 | — | 5.45 | |
| Z-SamplingBase Model=SD-2.1, Time (s)=9.52026.04 | 24.53 | 19.51 | -18.62 | — | 5.47 | |
| StandardBase Model=SD-2.1, Time (s)=3.02026.04 | 23.05 | 19.08 | -43.66 | — | 5.28 |