From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution

Can Wang, Haoran Chen, Haowen Gao +3

Deep research benchmarks require expert-level tasks and reliable evaluation grounded in task-specific knowledge. Existing benchmarks rely heavily on expert authoring or pre-existin…