/AI2h ago

ICML study of 60 AI benchmarks finds private test sets and open-ended tasks do not prevent rapid saturation

The paper argues benchmarks have temporary, natural lifecycles

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Irene Solaiman
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Irene Solaiman@IreneSolaiman

in one of the first comprehensive analyses on saturation, we studied 60 popular benchmarks and busted some myths

private test sets and open-ended tasks do not prevent saturation. benchmarks are evolving measurement instruments with lifecycles, not static artifacts

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ICML study of 60 AI benchmarks finds private test sets and open-ended tasks do not prevent rapid saturation 路 Digg