Reasoning and Persona Consistency on OPeRA (test)
5.3Pages per SessionHuman (OPeRA)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Human (OPeRA)2026.01 | 5.3 | — | — | — | |
| ALIGNUSERcounterfactual reflection=false2026.01 | 5.1 | 86.7 | 82.4 | 2.5 | |
| ALIGNUSER+counterfactual reflection=true2026.01 | 5.1 | 89.3 | 85.6 | 2.1 | |
| SimUSER2026.01 | 4.6 | 64.3 | 61.5 | 9.9 | |
| Agent4Rec2026.01 | 4 | 55.8 | 52.4 | 12.1 | |
| RecAgent2026.01 | 3.5 | 49.5 | 46.7 | 16.3 | |
| Random2026.01 | 2.4 | 38.7 | 36.1 | 22.8 |