Rethinking LLM Evaluation: Can We Evaluate LLMs with 200x Less Data?

Shaobo Wang, Cong Wang, Wenjie Fu +11

As the demand for comprehensive evaluations of diverse model capabilities steadily increases, benchmark suites have correspondingly grown significantly in scale. Despite notable ad…