Anticipatory Evaluation of Language Models: Predicting LLM Benchmark Scores from Descriptions.

arXiv:2509.20645v4 Announce Type: replace-cross Abstract: Modern ML research increasingly faces an evaluation bottleneck: building benchmarks and running experiments is costly, slowing iteration. We ask how much can be inferred about evaluation outcomes before