Discrimination Test on Reference Set (N=500)
100Accept (valid)CoT-Instructed
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoT-InstructedBase Model=GPT-5.1, Method Category=Outcome-Based (Self-Correction)2025.12 | 100 | — | — | |
| Self-ConsistencyBase Model=GPT-5.1, Method Category=Outcome-Based (Self-Correction)2025.12 | 100 | — | — | |
| ReflexionBase Model=GPT-5.1, Method Category=Outcome-Based (Self-Correction)2025.12 | 100 | — | — | |
| Self-RefineBase Model=GPT-5.1, Method Category=Outcome-Based (Self-Correction)2025.12 | 100 | — | — | |
| RCABase Model=GPT-5.1, Method Category=Process-Based (Ours)2025.12 | — | — | 0 |