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Investor · Backs Fullive.ai

Zhiyuan Robotics

智元机器人


Coverage2

Research result · Sep 15, 2026 · as partner

Yuanli Lingji's DM0.5 tops all four RoboColiseum sub-leaderboards

On the RoboColiseum benchmark built by Zhiyuan Robotics with universities and the open-source community, Yuanli Lingji's embodied foundation model DM0.5 ranks first on all four sub-leaderboards: instruction following (0.8444), spatial understanding (0.6146), disturbance adaptation (0.7344), and general manipulation (0.6370). The company says DM0.5 is currently the only model topping all four boards; it attributes the result to a strong pretraining base plus standard supervised fine-tuning, without task-specific optimization.

The model's core latency dropped from 534 ms to 57.49 ms, and it has native 60-second memory. In logistics sorting it averages about 3 seconds per item with accuracy above 99%, according to the company. Separately, GeoVLA, a collaboration between Yuanli Lingji, Tsinghua University and Tianjin University, was nominated for the IROS 2026 Cognitive Robotics Best Paper Award.

Original sources (Chinese)

横扫四榜,DM0.5 凭什么面面俱到?leiphone肉眼看不出的幻觉?清华提出视觉源幻觉,仅用0.9%数据实现SOTAaiera

Funding · Sep 3, 2026 · as investor

Fullive.ai raises new funding, led by China Merchants Group Venture Capital with Hillhouse investing in all three rounds

Fullive.ai, an AI sleep hardware company founded less than a year ago, has closed its third funding round. China Merchants Venture Capital led the round, while Hillhouse Capital participated in all three rounds; Zhiyuan Robotics also joined the shareholder register. The company's first product, Somni, is an AI bedside sleep lamp that uses millimeter-wave radar and environmental sensors with a response model for closed-loop sleep intervention, and it plans mass production this year. The amount was not disclosed.

Original sources (Chinese)

成立不到一年连融三轮,专治失眠的 AI 床头灯「火」了geekpark