HPSv3 Reward Optimization on 6 animal prompts
100Efficiency Gain FactorFlow-Direct
Evaluation Results
| Method | Links | |
|---|---|---|
| Flow-DirectBaseline=FK-Steering2026.05 | 100 | |
| Flow-DirectBaseline=TreeG2026.05 | 46.94 | |
| Flow-DirectBaseline=Evolvable2026.05 | 45.4 | |
| Flow-DirectBaseline=DSearch2026.05 | 5.13 |