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Reliability & Evaluation·LLM Fluency
evaluation baseline

evaluation baseline

/ɪˌvæljuˈeɪʃən ˈbeɪslaɪn/

🧪 Reliability & Evaluation

a simple or established result used as the comparison point for a new approach

evaluation baseline in a sentence

“The existing search system was the baseline the agent had to outperform.”

Origin of evaluation baseline

French evaluer to determine value + Greek basis foundation + Latin linea line

Related Words

model regression

a decline in behavior that previously worked after a model, prompt, tool, or system changes

drift

gradual change in inputs, outputs, or conditions that can reduce system performance over time

error analysis

the systematic inspection and classification of failures to identify patterns and fixes

judge bias

a systematic preference in a human or model evaluator that distorts scores independently of quality

hallucination

fluent model output that is false, unsupported, or inconsistent with the supplied evidence

sycophancy

a model's tendency to agree with a user's stated view instead of giving an accurate independent answer

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