Beyond Scores: Diagnostic LLM Evaluation via Fine-Grained Abilities

Xu Zhang, Xudong Gong, Jiacheng Qin +5

Current evaluations of large language models aggregate performance across diverse tasks into single scores. This obscures fine-grained ability variation, limiting targeted model im…