ResearchFlow-Eval: Tracing the Execution Gap in End-to-End Multi-Claim Autoresearch

What this work does

Evaluates continuous, multi-stage research workflows at both claim and stage level. Its experiments find that execution quality trails planning, repeated attempts rarely improve results, and added skills or research orchestration do not reliably close the gap.