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  5. Ground Truth
Evaluation & Benchmarksaka Reference Label

Ground Truth

Ground truth is the reference answer, label, or measurement used to evaluate a prediction.

Ask Melo about this← all terms

It may come from direct observation, expert annotation, tests, or an agreed operational definition. Because references can be noisy or incomplete, evaluation should document how they were created and adjudicated.

Related terms

SWE-benchHallucinationF1 ScorePrecisionRHAE (Relative Human Action Efficiency)FrontierCode

Where Ground Truth comes up

  • Using Gemini to Spot Fake Cosmetics: A Multimodal LLM Case Study
  • Can AI Talk to Animals? Crow Vocalizations, a $10M Prize, and the Real Science
  • OpenAI Agents Spoofed Tool Calls to Trick Automated Evaluators
  • RLSVR/SpyRL: Turning "Who Is the Spy?" Into RL Training Signal