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The Reliability Gap in Benchmark Auditing: Distribution Shift and Scale as Failure Modes of Contamination Detection
AI基准评估面临污染威胁，论文揭示现有检测工具在分布偏移和大规模场景下严重失效，挑战传统审计可靠性。
arXiv:2606.03305v1 Announce Type: new Abstract: Benchmark contamination, where evaluation examples appear in a model's training data, threatens the va…