Personalized Story Generation on PerDOC
99Win RateIPER
Evaluation Results
| Method | Links | |
|---|---|---|
| IPERBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 99 | |
| EPERBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 98 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 97 | |
| SRBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=None, Rubric strategy=Static2025.09 | 96 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 95 | |
| IPERBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 86 | |
| EPERBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 83 | |
| IPERBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 82 | |
| EPERBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 81 | |
| PPBackbone=LLaMA-3-70B, Opponent=ZP, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 80 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 69 | |
| EPERBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 69 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 67 | |
| EPERBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 67 | |
| IPERBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 66 | |
| IPERBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 65 | |
| PPBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 59 | |
| PPBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 59 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 55 | |
| SRBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=None, Rubric strategy=Static2025.09 | 52 | |
| EPERBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=Explicit, Rubric strategy=Explicit2025.09 | 51 | |
| IPERBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=Implicit, Rubric strategy=Explicit2025.09 | 49 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 48 | |
| PPBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 45 | |
| SRBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=None, Rubric strategy=Static2025.09 | 41 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 41 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 35 | |
| PPBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 34 | |
| PPBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=Prompt-based, Rubric strategy=None2025.09 | 33 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 33 | |
| SRBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=None, Rubric strategy=Static2025.09 | 31 | |
| EPIRBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=Explicit, Rubric strategy=Implicit2025.09 | 31 | |
| ZPBackbone=LLaMA-3-70B, Opponent=PP, Persona strategy=None, Rubric strategy=None2025.09 | 20 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 19 | |
| SRBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=None, Rubric strategy=Static2025.09 | 18 | |
| SRBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=None, Rubric strategy=Static2025.09 | 17 | |
| IPIRBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=Implicit, Rubric strategy=Implicit2025.09 | 14 | |
| ZPBackbone=LLaMA-3-70B, Opponent=IPIR, Persona strategy=None, Rubric strategy=None2025.09 | 5 | |
| ZPBackbone=LLaMA-3-70B, Opponent=SR, Persona strategy=None, Rubric strategy=None2025.09 | 4 | |
| ZPBackbone=LLaMA-3-70B, Opponent=EPIR, Persona strategy=None, Rubric strategy=None2025.09 | 3 | |
| ZPBackbone=LLaMA-3-70B, Opponent=EPER, Persona strategy=None, Rubric strategy=None2025.09 | 2 | |
| ZPBackbone=LLaMA-3-70B, Opponent=IPER, Persona strategy=None, Rubric strategy=None2025.09 | 1 |