CleanScore: Black-Box Benchmark Audits with Negative Controls and Sensitivity Bounds

Jeffery Opoku, David Banahene

Public benchmark scores may reflect skill, prior exposure to the questions, or both, and for most models the training data are unknown. We present CleanScore, a black-box audit usi…