Automatic preference evaluation on Pick-a-Pic v2 (test)
6.0372Aesthetic Score MedianInPO-SDXL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| InPO-SDXLBase Model=SDXL, Alignment=InPO2025.03 | 6.0372 | 6.0558 | 22.606 | 22.692 | 28.824 | 28.817 | 37.13 | 36.842 | |
| DPO-SDXLBase Model=SDXL, Alignment=DPO2025.03 | 6.0179 | 6.016 | 22.581 | 22.627 | 28.515 | 28.586 | 37.404 | 37.392 | |
| Base-SDXLBase Model=SDXL, Alignment=None2025.03 | 5.9775 | 6.0057 | 22.219 | 22.159 | 27.995 | 27.978 | 36.47 | 36.124 | |
| InPO-SD1.5Backbone=SD1.52025.03 | 5.681 | 5.6585 | 21.456 | 21.49 | 27.866 | 27.765 | 34.782 | 34.728 | |
| SFT-SD1.5Backbone=SD1.52025.03 | 5.6441 | 5.6285 | 21.278 | 21.253 | 27.707 | 27.509 | 34.05 | 34.144 | |
| SFT-SDXLBase Model=SDXL, Alignment=SFT2025.03 | 5.6416 | 5.6452 | 21.028 | 21.003 | 26.79 | 26.681 | 35.589 | 35.427 | |
| KTO-SD1.5Backbone=SD1.52025.03 | 5.6029 | 5.5831 | 21.184 | 21.19 | 27.645 | 27.58 | 34.003 | 33.91 | |
| DPO-SD1.5Backbone=SD1.52025.03 | 5.5258 | 5.4654 | 21.02 | 21.053 | 27.098 | 26.913 | 33.27 | 33.302 | |
| Base-SD1.5Backbone=SD1.52025.03 | 5.3545 | 5.3296 | 20.632 | 20.661 | 26.527 | 26.48 | 33.023 | 32.619 |