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RoboHot Daily

RoboHot Daily · 2026-10-15

Issue 3 · 2026-10-15 · About 5 min read

Unitree's market value retraces nearly 70%; Wang Xingxing admits at the CIIF that he did not believe in AI enough

Less than two months after its listing, Unitree Technology's share price has fallen from a high of 1,237 yuan to around 420 yuan, wiping out more than 270 billion yuan in market value, with a maximum drawdown of nearly 70%. Founder Wang Xingxing said on October 12 at the Shanghai China International Industry Fair (CIIF) that his biggest mistake over the past decade-plus was not believing in AI enough, and offered a prediction that the robot era could see an inflection point in as soon as one to two years; Unitree is building a physical AI self-evolution system, and the stock closed up 3.64% the day after his remarks.

Highlights

  1. Dexmate and CMU release the MeMoREval benchmark: for robots, storing camera frames beats text descriptions

    Dexmate and CMU have introduced the MeMoREval benchmark, which uses a two-stage protocol of experiencing first and asking questions later to evaluate what memory embodied agents should store; it includes 53 tasks and 4 simulated indoor environments and runs on the Vega 1 Pro dual-arm mobile manipulator. Results show that storing raw camera frames scores 70% and has lower write costs, surpassing text descriptions at 56 to 60%, and adding scene graphs yields the highest overall success rate among all tested models; the protocol was also demonstrated on a real Vega 1 Pro with two memory-retrieval demonstrations completed using a SLAM map and a head camera.

    DexmateFirst-partySource ↗

Industry News

  • Unitree's market value retraces nearly 70%; Wang Xingxing admits at the CIIF that he did not believe in AI enough

    Less than two months after its listing, Unitree Technology's share price has fallen from a high of 1,237 yuan to around 420 yuan, wiping out more than 270 billion yuan in market value, with a maximum drawdown of nearly 70%. Founder Wang Xingxing said on October 12 at the Shanghai China International Industry Fair (CIIF) that his biggest mistake over the past decade-plus was not believing in AI enough, and offered a prediction that the robot era could see an inflection point in as soon as one to two years; Unitree is building a physical AI self-evolution system, and the stock closed up 3.64% the day after his remarks.

    OFweek RoboticsSource ↗

Paper Research

  • Dexmate and CMU release the MeMoREval benchmark: for robots, storing camera frames beats text descriptions

    Dexmate and CMU have introduced the MeMoREval benchmark, which uses a two-stage protocol of experiencing first and asking questions later to evaluate what memory embodied agents should store; it includes 53 tasks and 4 simulated indoor environments and runs on the Vega 1 Pro dual-arm mobile manipulator. Results show that storing raw camera frames scores 70% and has lower write costs, surpassing text descriptions at 56 to 60%, and adding scene graphs yields the highest overall success rate among all tested models; the protocol was also demonstrated on a real Vega 1 Pro with two memory-retrieval demonstrations completed using a SLAM map and a head camera.

    DexmateFirst-partySource ↗

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