Text-to-Image Generation on Online Black-box Optimization (online evaluations)
7.87Aesthetic ScoreSQDF-Bootstrap
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SQDF-BootstrapOptimization Algorithm=SQDF, Selection Strategy=Bootstrap2025.12 | 7.87 | 1.14 | 0.27 | 0.49 | 0.53 | |
| SQDF-UCBOptimization Algorithm=SQDF, Selection Strategy=UCB2025.12 | 7.87 | 1.1 | 0.27 | 0.51 | 0.54 | |
| SEIKO-BootstrapOptimization Algorithm=SEIKO, Selection Strategy=Bootstrap2025.12 | 7.8 | -1.69 | 0.23 | 0.36 | 0.24 | |
| SEIKO-UCBOptimization Algorithm=SEIKO, Selection Strategy=UCB2025.12 | 7.49 | -1.08 | 0.24 | 0.4 | 0.32 | |
| PPO+KLOptimization Algorithm=PPO, KL regularization=true2025.12 | 6.63 | -1.35 | 0.24 | 0.47 | 0.44 |