Text-to-Image Generation on Pick-a-Pic unique v2 (val)
22.59PickScoreDiffusionDPO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffusionDPOModel=SDXL, Data=0.8M2026.02 | 22.59 | 0.9336 | 6.02 | 27.27 | |
| SAIL (Iter1)Model=SDXL, Data=0.05M2026.02 | 22.53 | 0.9355 | 6.08 | 27.21 | |
| SAIL (Iter2)Model=SDXL, Data=0.05M2026.02 | 22.51 | 0.9844 | 6.16 | 27.32 | |
| SAIL (Iter0)Model=SDXL, Data=0.05M2026.02 | 22.4 | 0.8705 | 6.04 | 27.08 | |
| MaPOModel=SDXL, Data=0.8M2026.02 | 22.24 | 0.8227 | 6.16 | 27.05 | |
| Stable Diffusion XL-1.0Model=SDXL, Data=N/A2026.02 | 22.13 | 0.6891 | 6.04 | 26.8 | |
| DiffusionSPOModel=SD1.5, Data=0.8M2026.02 | 21.2 | 0.1577 | 5.68 | 26.75 | |
| DiffusionDPOModel=SD1.5, Data=0.8M2026.02 | 21.07 | 0.2056 | 5.48 | 26.57 | |
| SAIL (Iter3)Model=SD1.5, Data=0.05M2026.02 | 21 | 0.2329 | 5.49 | 26.75 | |
| SAIL (Iter2)Model=SD1.5, Data=0.05M2026.02 | 20.95 | 0.1729 | 5.47 | 26.65 | |
| SAIL (Iter1)Model=SD1.5, Data=0.05M2026.02 | 20.89 | 0.1137 | 5.46 | 26.49 | |
| SAIL (Iter0)Model=SD1.5, Data=0.05M2026.02 | 20.8 | 0.0715 | 5.42 | 26.38 | |
| Stable Diffusion 1.5Model=SD1.5, Data=N/A2026.02 | 20.62 | -0.013 | 5.38 | 26.21 |