Dimensionality and Measurement Precision in HLE's Multiple-Choice Subset

Mayank Sharma, Savira Nadela, Tyler Matteson

Humanity's Last Exam (HLE) is widely used to evaluate frontier language models. HLE organizes its questions into eight subject-domain categories, whose subscores are often interpre…