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Evaluation & Observability·Artificial Intelligence
ground truth

ground truth

/ˈɡraʊnd ˌtruːθ/

📏 Evaluation & Observability

the actual absolute truth or correct answer used for comparison

ground truth in a sentence

“Comparing model output against ground truth reveals accuracy.”

Origin of ground truth

Originally from cartography/remote sensing

Related Words

tracing

recording the flow of execution and data through a complex system

hallucination rate

the frequency with which a model generates incorrect information

benchmark

a standardized test used to compare performance

evals

systematic tests to measure model performance on specific tasks

LLM-as-a-Judge

using a strong LLM to evaluate the outputs of another model

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