Topic: contamination

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Friday, September 4, 2026

research40

Contamination Inflates Scores but Rarely Reorders Large Language Model Leaderboards

Benchmark contamination can inflate scores by leaking test items into training data, but its impact on reordering LLM leaderboards is limited, suggesting the reliability threat may be overstated.

arxiv.org

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