Benchmark Contamination

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Latent Space

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LATENT SPACE Assertion Supported
Stanford researchers detect benchmark contamination by testing evaluation question ordering
“There's a paper by Tatsu at a Stanford. Where they check if the order that the specific questions happen to be in matters. And if the answer is yes, then you probably trained on it because the order of the questions is arbitrary and shouldn't matter.”
Nicholas Carlini Aug 28, 2024 ▶ 51:47 Personal benchmarks vs HumanEval - with Nicholas Carlini of DeepMind

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