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FMB: Functional Manipulation Benchmark

Multi-stage assembly and insertion

Indexed from an external sourceReal-worldUpdated 2024-01-16Open Source

Published by

UC Berkeley RAIL

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22,550 expert trajectories on a 3D-printed object set for grasping, reorientation, insertion and full multi-stage assembly, with matched simulation assets so imitation and RL results are directly comparable.

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Per-episode numbers RobotData has indexed locally (camera count, DoF, control rate, success rate). "Not indexed yet" means we have not recorded that number — it does not mean the publisher's data lacks observations, state or actions. See the source-backed profile above for what the publisher documents.

Observation

3 cameras

State

7 DoF

Action

10 Hz

Result

72% success

Data modalities

● RGB Video● Depth● Joint Positions● Robot State● Actions● Force/Torque○ Audio○ Language Instructions

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