Evaluation design and benchmarks · MLD-0384
Evaluator integrity
The extent to which an evaluation process remains independent, uncompromised, and faithful to its intended criterion.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Prevent evaluated agents from editing their test results.
Original caveat
An accurate evaluator is still vulnerable if the system can manipulate it.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · LLM · SLM · Safety.
Aliases: None recorded.