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

0.194Test Risk (MSE)

Test oracle envelope

Updated 1d ago

Evaluation Results

Method	Links
Test oracle envelope 2026.05		0.194
Path-family envelope 2026.05		0.203
Information-first + val. K 2026.05		0.204
Complexity-penalized + val. K 2026.05		0.204
Random path + val. K 2026.05		0.207
All seven judges 2026.05		0.211
Best single judge (val.) 2026.05		0.219