Text-to-Image Generation on Dataset D2 (test)
0.6272Text AlignmentCurriculum-DPO++
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Curriculum-DPO++Model=SD2026.02 | 0.6272 | — | 26.95 | — | — | — | — | — | — | |
| Curriculum-DPOModel=SD2026.02 | 0.6242 | — | 27.08 | — | — | — | — | — | — | |
| Curriculum DPOModel=SD, Fine-Tuning Strategy=Curriculum DPO2024.05 | 0.6234 | 5.706 | 26.81 | — | — | — | — | — | — | |
| SDFine-Tuning Strategy=DPO2024.05 | 0.6075 | 5.6205 | 26.72 | — | — | — | — | — | — | |
| SDFine-Tuning Strategy=DDPO2024.05 | 0.6024 | 5.6748 | 26.73 | — | — | — | — | — | — | |
| SDFine-Tuning Strategy=Baseline (None)2024.05 | 0.5997 | 5.4292 | 26.46 | — | — | — | — | — | — | |
| SDFine-Tuning Strategy=Pre-trained (baseline)2026.02 | 0.5997 | — | 26.46 | — | — | — | — | — | — | |
| Curriculum DPOModel=LCM, Fine-Tuning Strategy=Curriculum DPO2024.05 | 0.5812 | 6.1829 | 28.51 | — | — | — | — | — | — | |
| LCMFine-Tuning Strategy=DDPO2024.05 | 0.5721 | 6.0121 | 28.03 | — | — | — | — | — | — | |
| LCMFine-Tuning Strategy=DPO2024.05 | 0.572 | 6.043 | 28.14 | — | — | — | — | — | — | |
| Curriculum-DPOModel=LCM2026.02 | 0.5667 | — | 27.75 | — | — | — | — | — | — | |
| LCMFine-Tuning Strategy=Baseline (None)2024.05 | 0.5602 | 5.8038 | 26.1 | — | — | — | — | — | — | |
| LCMFine-Tuning Strategy=Pre-trained (baseline)2026.02 | 0.5602 | — | 26.1 | — | — | — | — | — | — | |
| Curriculum-DPO++Model=LCM2026.02 | 0.5577 | — | 28.09 | — | — | — | — | — | — | |
| BaselineFine-Tuning Strategy=None2026.02 | — | — | — | 0.5602 | 5.8038 | 26.1 | 0.5997 | 5.4292 | 26.46 | |
| Curriculum-DPOFine-Tuning Strategy=Curriculum-DPO2026.02 | — | — | — | 0.5812 | 6.1829 | 28.51 | 0.6234 | 5.706 | 26.81 | |
| Curriculum-DPO++Fine-Tuning Strategy=Curriculum-DPO++2026.02 | — | — | — | 0.5858 | 6.3626 | 29.03 | 0.6247 | 5.889 | 29.55 | |
| DDPOFine-Tuning Strategy=DDPO2026.02 | — | — | — | 0.5721 | 6.0121 | 28.03 | 0.6024 | 5.6748 | 26.73 | |
| DPOFine-Tuning Strategy=DPO2026.02 | — | — | — | 0.572 | 6.043 | 28.14 | 0.6075 | 5.6205 | 26.72 |