Text-to-Image Generation on HPD v2 (Pickscore, HPSv2, HPSv3, Aesthetics, CLIP, Image Reward)
0.2332PickscoreLinear-DPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Linear-DPOBase Model=SDXL2026.05 | 0.2332 | 0.2924 | 6.141 | 0.3941 | 1.1876 | 11.3601 | |
| Diffusion-DPOBase Model=SDXL2026.05 | 0.2325 | 0.2907 | 6.1544 | 0.3948 | 1.1059 | 11.2931 | |
| MaPOBase Model=SDXL2026.05 | 0.2295 | 0.2889 | 6.2298 | 0.3899 | 0.982 | 11.1285 | |
| SDXLBase Model=SDXL2026.05 | 0.2288 | 0.2849 | 6.132 | 0.3901 | 0.875 | 10.6086 | |
| SFTBase Model=SDXL2026.05 | 0.2219 | 0.2824 | 5.8701 | 0.388 | 0.8194 | 10.2284 |