Preference Evaluation on Ultra-Real (target)
43Win Rateπbias (rubric-based preference attack)
Evaluation results
| Method | Links | |
|---|---|---|
| πbias (rubric-based preference attack)Comparison=πbias vs. πseed, Training setting=Benchmark+Target (BT), Evaluator model=LLaMA-3-8B, Decoding strategy=Best-of-42026.02 | 43 | |
| πbias (rubric-based preference attack)Comparison=πbias vs. πseed, Training setting=Target-only (T), Evaluator model=LLaMA-3-8B, Decoding strategy=Best-of-42026.02 | 40.2 |