Text-to-Image Generation on DrawBench (HPSv2, HPSv3, ImageReward, PickScore)
31.58HPSv2Naïve PAINE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Naïve PAINEModel=DreamShaper2026.03 | 31.58 | 11.7 | 97.28 | 22.93 | |
| Naïve PAINEModel=DreamShaper2026.03 | 31.58 | 11.7 | 97.28 | 22.93 | |
| HyperNoiseModel=SANA-Sprint2026.03 | 31.27 | 11.04 | 113.41 | 22.43 | |
| NoiseARModel=DreamShaper2026.03 | 31.05 | 11.71 | 106.56 | 23.05 | |
| StandardModel=DreamShaper2026.03 | 30.17 | 11.57 | 96.37 | 22.92 | |
| StandardModel=DreamShaper2026.03 | 30.17 | 11.57 | 96.37 | 22.92 | |
| Naïve PAINEModel=Hunyuan2026.03 | 30.16 | 9.1 | 89.88 | 22.33 | |
| Naïve PAINEModel=Hunyuan2026.03 | 30.16 | 9.1 | 89.88 | 22.33 | |
| Naïve PAINEModel=SANA-Sprint, Training Metric=PickScore2026.03 | 30.07 | 10.92 | 86.74 | 22.47 | |
| Naïve PAINEModel=PixArt-Σ2026.03 | 30.03 | 9.57 | 75.6 | 22.34 | |
| Naïve PAINEModel=PixArt-Σ2026.03 | 30.03 | 9.57 | 75.6 | 22.34 | |
| Golden NoiseModel=DreamShaper2026.03 | 29.51 | 12.17 | 97.88 | 23.03 | |
| NoiseARModel=Hunyuan2026.03 | 29.14 | 9.53 | 89.53 | 22.48 | |
| Golden NoiseModel=Hunyuan2026.03 | 29.02 | 9.66 | 87.96 | 22.4 | |
| NoiseARModel=PixArt-Σ2026.03 | 28.92 | 8.66 | 60.12 | 22.13 | |
| Naïve PAINEModel=SDXL2026.03 | 28.66 | 8.16 | 66 | 22.31 | |
| Naïve PAINEModel=SDXL2026.03 | 28.66 | 8.16 | 66 | 22.31 | |
| Golden NoiseModel=PixArt-Σ2026.03 | 28.64 | 8.34 | 57.95 | 22.09 | |
| StandardModel=SANA-Sprint, Optimization=None2026.03 | 28.58 | 10.52 | 90.86 | 22.48 | |
| StandardModel=PixArt-Σ2026.03 | 28.54 | 9.6 | 73.41 | 22.33 | |
| StandardModel=PixArt-Σ2026.03 | 28.54 | 9.6 | 73.41 | 22.33 | |
| StandardModel=Hunyuan2026.03 | 28.49 | 9.18 | 84.45 | 22.31 | |
| StandardModel=Hunyuan2026.03 | 28.49 | 9.18 | 84.45 | 22.31 | |
| NoiseARModel=SDXL2026.03 | 27.72 | 8.4 | 71.31 | 22.6 | |
| Golden NoiseModel=SDXL2026.03 | 27.14 | 8.52 | 67.92 | 22.38 | |
| StandardModel=SDXL2026.03 | 26.83 | 7.88 | 60.08 | 22.28 | |
| StandardModel=SDXL2026.03 | 26.83 | 7.88 | 60.08 | 22.28 |