Throughout recent years, LLM capabilities have outpaced evaluation benchmarks. This is not a new development. What is new is that the set of standard LLM evals has further narrowed—and there are questions regarding the reliability of even this small set of benchmarks.
The Evolving Landscape of LLM Evaluation
The Evolving Landscape of LLM Evaluation
The Evolving Landscape of LLM Evaluation
Throughout recent years, LLM capabilities have outpaced evaluation benchmarks. This is not a new development. What is new is that the set of standard LLM evals has further narrowed—and there are questions regarding the reliability of even this small set of benchmarks.