DRFlow (DRBench Agent): leaderboard

Metric: Step F1 (%) on the 50-task original split of DRFlow (enterprise deep-research tasks in five domains: predict a personalized workflow of action steps from scattered heterogeneous sources): the task-wise harmonic mean of step recall and precision against the reference workflow (steps matched by an LLM judge), averaged over tasks; the DRBench Agent, a planning-based enterprise deep-research baseline with staged planning and adaptive execution; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 4 models tracked.

Top models

#ModelScore
1GPT-5.254.17
2Claude Opus 4.551.09
3DeepSeek V3.245.37
4Gemini 3.1 Pro (Preview)40.99

Interactive version: theaggregate.ai/benchmark?slug=drflow-drbench-agent · How It Works · Data refreshed daily, snapshot 2026-09-29.