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Magic Atom's EchoPolicy-0 and MagicBrain Rank Near the Top of the MolmoSpaces Leaderboard

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Magic Atom's VLM Agent framework EchoPolicy-0 ranks first worldwide on AI2's zero-shot evaluation benchmark MolmoSpaces Combined leaderboard, with an equal-weighted average success rate of 75.4% across four tasks, as of October 13, 2026. Another framework, MagicBrain, ranks fourth worldwide by average success rate. EchoPolicy-0 completed a full evaluation of 3,915 episodes on MolmoSpaces' four manipulation tasks—grasping, pick-and-place, opening, and closing—covering all 4 v1 tasks. The current version has been validated on the Franka single-arm platform, and the model evaluated has only 3.4B parameters.