LLM-as-a-Judge Calibration on LLMBar (test)
0.194Test Risk (MSE)Test oracle envelope
Evaluation Results
| Method | Links | |
|---|---|---|
| Test oracle envelopeCalibration Budget=Largest available2026.05 | 0.194 | |
| Path-family envelopeCalibration Budget=Largest available2026.05 | 0.203 | |
| Information-first + val. KCalibration Budget=Largest available2026.05 | 0.204 | |
| Complexity-penalized + val. KCalibration Budget=Largest available2026.05 | 0.204 | |
| Random path + val. KCalibration Budget=Largest available2026.05 | 0.207 | |
| All seven judgesCalibration Budget=Largest available2026.05 | 0.211 | |
| Best single judge (val.)Calibration Budget=Largest available2026.05 | 0.219 |