Text-to-Image Generation Evaluation on HPS v2
28.74HPS Score (Anime)SAIL (Iter2)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAIL (Iter2)Model=SDXL, Data=0.05M2026.02 | 28.74 | 27.8 | 27.78 | 28.09 | |
| DiffusionDPOModel=SDXL, Data=0.8M2026.02 | 28.71 | 27.75 | 27.82 | 27.89 | |
| SAIL (Iter1)Model=SDXL, Data=0.05M2026.02 | 28.59 | 27.62 | 27.59 | 27.9 | |
| SAIL (Iter0)Model=SDXL, Data=0.05M2026.02 | 28.41 | 27.5 | 27.49 | 27.76 | |
| MaPOModel=SDXL, Data=0.8M2026.02 | 28.39 | 27.6 | 27.58 | 27.74 | |
| SAIL* (Iter2)Base Model=SD1.5, Training Data=0.8M, Iteration=22026.02 | 28.08 | 27.37 | 27.31 | 27.72 | |
| DiffusionSPOModel=SD1.5, Data=0.8M2026.02 | 28.05 | 27.49 | 27.61 | 27.55 | |
| DiffusionSPOBase Model=SD1.5, Training Data=0.8M2026.02 | 28.05 | 27.49 | 27.61 | 27.55 | |
| Stable Diffusion XL-1.0Model=SDXL, Data=N/A2026.02 | 28.03 | 27.17 | 27.22 | 27.5 | |
| SAIL (Iter3)Model=SD1.5, Data=0.05M2026.02 | 27.88 | 27.16 | 27.15 | 27.79 | |
| SAIL* (Iter1)Base Model=SD1.5, Training Data=0.8M, Iteration=12026.02 | 27.86 | 27.15 | 27.08 | 27.65 | |
| SAIL (Iter2)Model=SD1.5, Data=0.05M2026.02 | 27.75 | 27.06 | 27.03 | 27.74 | |
| DiffusionDPOModel=SD1.5, Data=0.8M2026.02 | 27.64 | 26.97 | 26.9 | 27.56 | |
| DiffusionDPOBase Model=SD1.5, Training Data=0.8M2026.02 | 27.64 | 26.97 | 26.9 | 27.56 | |
| SAIL (Iter1)Model=SD1.5, Data=0.05M2026.02 | 27.56 | 26.88 | 26.83 | 27.59 | |
| SAIL (Iter0)Model=SD1.5, Data=0.05M2026.02 | 27.41 | 26.75 | 26.72 | 27.5 | |
| Stable Diffusion 1.5Model=SD1.5, Data=N/A2026.02 | 27.23 | 26.65 | 26.52 | 27.41 | |
| SD1.5Base Model=SD1.52026.02 | 27.23 | 26.65 | 26.52 | 27.41 |