Scientific Reasoning on GPQA (FPR, Power)
-0.55FPRCriticism
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CriticismCalibration Source=GSM8K2026.02 | -0.55 | 9.12 | |
| No InterventionCalibration Source=GSM8K2026.02 | 0 | 0.12 | |
| Renewal process-based stoppingCalibration Source=GSM8K, Stopping Rule=Renewal2026.02 | 1.37 | 24.94 | |
| Maxwise Conformal StoppingCalibration Source=GSM8K, Stopping Rule=Maxwise2026.02 | 2.56 | 32.4 | |
| ConfidenceCalibration Source=GSM8K2026.02 | 12.85 | 5.57 | |
| LengthCalibration Source=GSM8K2026.02 | 42.4 | 32.14 |