Daily AI news, sourcedWhere it stands
As of Oct 13, Chinese robotics company MagicLab says its VLM agent framework EchoPolicy-0 ranks first on the MolmoSpaces Combined leaderboard, the Allen Institute for AI's zero-shot embodied AI benchmark, with what it reports as a 75.4% average success rate across all four v1 manipulation tasks over 3,915 episodes.
- Statement by MagicLab
MagicLab's EchoPolicy-0 agent framework tops AI2's MolmoSpaces zero-shot robot manipulation leaderboard
MagicLab said this on Oct 13, 2026; not an official company announcement (source: qbitai.com).
Chinese robotics company MagicLab says its VLM agent framework EchoPolicy-0 ranks first on the MolmoSpaces Combined leaderboard, the Allen Institute for AI's zero-shot embodied AI benchmark, with a 75.4% average success rate across all four v1 manipulation tasks over 3,915 episodes. Its 3.4B-parameter MagicBrain framework ranks fourth at 72.4% and first on the Pick and Pick & Place tasks, with a 94.4% pick success rate. EchoPolicy-0 has a VLM choose among several candidate trajectories proposed by an action model and verifies the result after execution, while MagicBrain marks targets visually in the VLA's observations. The rankings are the company's figures as of October 13.
Source: MagicLab (魔法原子)
- Official
- An institution announces something that has already happened, through its own channel or a founder or executive account.
- Statement by …
- A named person's views, predictions, plans or comments, including remarks reported by media when the original is unavailable.
- Reported by …
- Only media or another third party is saying it. We name the outlet.
- Unconfirmed
- Circulating online (posts, comments, leaks). No company, named person or outlet has confirmed it.
Items older than 72 hours never go in Top stories and show their original date.