Persona Induction on Srv (test)
0.455Coherencepi_theta (Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| pi_theta (Ours)Backbone=Gemma3-27B2026.04 | 0.455 | 0.961 | 0.893 | 0.769 | |
| GPT-oss-120bEvaluation protocol=prompt-only2026.04 | 0.417 | 0.926 | 0.69 | 0.677 | |
| Claude-4.5Evaluation protocol=prompt-only2026.04 | 0.416 | 0.964 | 0.769 | 0.716 | |
| GPT-5.1Evaluation protocol=prompt-only2026.04 | 0.411 | 0.904 | 0.725 | 0.679 | |
| Qwen3-80bEvaluation protocol=prompt-only2026.04 | 0.366 | 0.805 | 0.643 | 0.604 | |
| PersonaXsBackbone=Gemma3-27B2026.04 | 0.349 | 0.913 | 0.707 | 0.656 | |
| PersonaXrBackbone=Gemma3-27B2026.04 | 0.345 | 0.656 | 0.507 | 0.502 |