Efficient Benchmarking Is Just Feature Selection and Multiple Regression.

arXiv:2605.25773v3 Announce Type: replace-cross Abstract: Efficient benchmarking techniques aim to lower the computational cost of evaluating LLMs by predicting full benchmark scores using only a subset of a benchmark's questions. By reframing this problem as