F$^{2}$DR: A Fine-Grained Full-Pipeline Reward Framework for DeepSearch Workflows
F2DR evaluates DeepSearch workflows across three dimensions: Content, Trajectory, and Answer, enabling comprehensive process-level assessment, and constructs DeepSearch RM-Bench, a dedicated benchmark for evaluating RMs in DeepSearch scenarios.