2026
DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation
ICML 2026poster
Recent advances in large language models have enabled deep research systems that generate expert-level reports through multi-step reasoning and evidence-based synthesis. However, evaluating such reports remains challenging: report quality is multifaceted, making it difficult to determine what to ass…