A new research QA benchmark has been developed by mining survey articles, eliminating the need for manual question creation. This benchmark, which distills 21,000 queries and grading rubrics from surveys across 75 fields, serves as a stress test for AI systems. Even top-performing models only achieve 75% rubric coverage and address less than 11% of required citations. AI
IMPACT This benchmark could reveal limitations in current LLMs and guide future research in AI evaluation and question-answering capabilities.
RANK_REASON The cluster describes the creation of a new benchmark for AI evaluation, which falls under research. [lever_c_demoted from research: ic=1 ai=1.0]
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