Text-to-Image Preference Evaluation on HPD v2 (test)
6.182Aesthetic (Mean)InPO-SDXL
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| InPO-SDXLBase Model=SDXL, Alignment Strategy=InPO2025.03 | 6.182 | 6.1676 | 23.254 | 23.274 | 29.576 | 29.55 | 38.627 | 38.449 | — | |
| Base-SDXLBase Model=SDXL, Alignment Strategy=None2025.03 | 6.1346 | 6.1143 | 22.756 | 22.781 | 28.614 | 28.624 | 38.36 | 38.155 | — | |
| DPO-SDXLBase Model=SDXL, Alignment Strategy=DPO2025.03 | 6.131 | 6.1124 | 23.133 | 23.152 | 29.165 | 29.174 | 38.865 | 38.711 | — | |
| SFT-SDXLBase Model=SDXL, Alignment Strategy=SFT2025.03 | 5.8327 | 5.8049 | 21.524 | 21.38 | 27.467 | 27.204 | 37.217 | 36.531 | — | |
| DeDPOModel=SDXL, # Pref. pairs=1250, # Unpref. pairs=3750, Configuration=synthetic pref.2026.02 | 5.74 | — | — | 22.55 | — | — | — | — | 28.56 | |
| DPOModel=SDXL, # Pref. pairs=1250, # Unpref. pairs=0, Configuration=25%2026.02 | 5.71 | — | — | 22.48 | — | — | — | — | 28.44 | |
| DPOModel=SDXL, # Pref. pairs=5000, # Unpref. pairs=0, Configuration=100%2026.02 | 5.71 | — | — | 22.53 | — | — | — | — | 28.45 | |
| DPOModel=SDXL, # Pref. pairs=1250, # Unpref. pairs=3750, Configuration=synthetic pref.2026.02 | 5.71 | — | — | 22.52 | — | — | — | — | 28.53 | |
| DPOModel=SD1.5, # Pref. pairs=1250, # Unpref. pairs=3750, Configuration=synthetic pref.2026.02 | 5.4 | — | — | 21.69 | — | — | — | — | 27.62 | |
| DeDPOModel=SD1.5, # Pref. pairs=1250, # Unpref. pairs=3750, Configuration=synthetic pref.2026.02 | 5.4 | — | — | 21.66 | — | — | — | — | 27.7 | |
| DPOModel=SD1.5, # Pref. pairs=1250, # Unpref. pairs=0, Configuration=25%2026.02 | 5.38 | — | — | 21.61 | — | — | — | — | 27.63 | |
| DPOModel=SD1.5, # Pref. pairs=5000, # Unpref. pairs=0, Configuration=100%2026.02 | 5.38 | — | — | 21.61 | — | — | — | — | 27.6 | |
| SFTModel=SDXL, # Pref. pairs=1250, # Unpref. pairs=02026.02 | 5.36 | — | — | 21.6 | — | — | — | — | 27.26 | |
| SFTModel=SD1.5, # Pref. pairs=1250, # Unpref. pairs=02026.02 | 5.26 | — | — | 21.48 | — | — | — | — | 26.94 |