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ResearchFormerly WizWand

LLM-as-a-Judge Calibration on LLMBar (test)

0.194Test Risk (MSE)Test oracle envelope
0.1930.199750.20650.21325May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Test oracle envelopeCalibration Budget=Largest available2026.050.194
Path-family envelopeCalibration Budget=Largest available2026.050.203
Information-first + val. KCalibration Budget=Largest available2026.050.204
Complexity-penalized + val. KCalibration Budget=Largest available2026.050.204
Random path + val. KCalibration Budget=Largest available2026.050.207
All seven judgesCalibration Budget=Largest available2026.050.211
Best single judge (val.)Calibration Budget=Largest available2026.050.219