Baidu launches DuMateBench benchmark for real-world AI agent delivery

Baidu has launched DuMateBench, an evaluation leaderboard designed to measure whether AI agents can complete real-world tasks and deliver usable outputs, rather than only generate answers. The benchmark includes more than 200 office tasks across six categories and tests agent performance in complex operating environments. DuMateBench evaluates task understanding, tool use, continuous execution and final-result delivery.