Prompt-image Alignment on 300 text prompts (test)
31.9CLIP ScoreD3PO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| D3POFine-tuning strategy=Direct Preference Optimization2023.11 | 31.9 | 2.06 | 0.27 | 55.7 | |
| Reward WeightedFine-tuning strategy=Reward Weighted method2023.11 | 31.5 | 2.01 | 0.17 | 18.7 | |
| Preferred imagesFine-tuning strategy=Use preferred images to fine-tune2023.11 | 31 | 1.97 | 0.08 | 11 | |
| No fine-tuneFine-tuning strategy=None2023.11 | 30.7 | 1.95 | 0.04 | 14.7 |