Aesthetic Quality Evaluation on GenEval
100Single Obj. ScoreFFKC-1D
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FFKC-1DBackbone=Phi3, Selection Strategy=Dynamic prompt sampling2025.11 | 100 | 92.68 | 56.56 | 94.41 | 82.5 | 75 | 83.53 | |
| HybridBackbone=Phi3, Selection Strategy=Proposed hybrid strategy2025.11 | 100 | 93.43 | 61.25 | 94.15 | 82.75 | 76.5 | 84.68 | |
| DAPOBackbone=Phi3, Selection Strategy=Diversity-driven sampling2025.11 | 99.69 | 92.93 | 61.25 | 93.62 | 79.75 | 72.75 | 83.33 | |
| VanillaBackbone=Phi3, Selection Strategy=No dynamic rollout sampling2025.11 | 99.06 | 92.17 | 60.31 | 94.41 | 79.75 | 75.25 | 83.49 |