Evaluation design and benchmarks · MLD-0660
LLM-as-a-judge
Using a language model to score, compare, or critique outputs under an evaluation rubric.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Triage generated answers for human review.
Original caveat
Agreement with a judge is not independent proof of correctness.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · LLM · SLM · Safety.
Aliases: LLM-as-judge · Model-based evaluation.