Evaluation design and benchmarks · MLD-0327
Diversity
The degree to which generated or selected outputs cover meaningfully different possibilities.
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 whether a generator repeats near-identical samples.
Original caveat
Diversity needs a task-specific definition and does not imply quality.
Context and aliases
Level: Intermediate. Stages: Evaluation · Research.
Tags: ML · DL · LLM · SLM · Safety.
Aliases: None recorded.