Benchmarks Are Not Atomic: Composition-Aware LLM Evaluation using BenchHub.

arXiv:2506.00482v2 Announce Type: replace-cross Abstract: LLM benchmarks are often treated as coherent measurement units, yet they are heterogeneous collections of instances spanning diverse domains, skills, formats, and contexts. As a result, aggregate benchm