Prompt Refinement on SDXL unseen v1.0 (test)
0.983ImageRewardPRIP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRIPRefiner=PRIP2024.06 | 0.983 | 28.15 | 8,200 | 96 | |
| Rew-Syn+RLRefiner=Rew-Syn+RL2024.06 | 0.874 | 27.81 | 5,100 | 89 | |
| Generation without refinementRefinement=None2024.06 | 0.866 | 27.76 | 100 | 100 | |
| Rew-Log+RLRefiner=Rew-Log+RL2024.06 | 0.861 | 27.77 | 400 | 98 | |
| Rew-LogRefiner=Rew-Log2024.06 | 0.85 | 27.75 | — | — | |
| PromptistRLRefiner=PromptistRL2024.06 | 0.833 | 27.67 | 4,000 | 88 | |
| Rew-SynRefiner=Rew-Syn2024.06 | 0.817 | 27.72 | — | — | |
| GPT-3.5Refiner=GPT-3.52024.06 | 0.753 | 27.67 | — | — | |
| GPT-4Refiner=GPT-42024.06 | 0.702 | 27.67 | — | — | |
| PromptistSFTRefiner=PromptistSFT2024.06 | 0.679 | 27.54 | — | — |