Evaluation design and benchmarks · MLD-0526
Human evaluation
Assessing outputs using people following a defined procedure or 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
Measure answer helpfulness with blinded raters.
Original caveat
Raters need clear instructions and can have systematic biases.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · LLM · SLM · Safety.
Aliases: None recorded.