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verifiedsource · paperenv · Octo eval suite (in-domain Franka tasks)

Franka Research 3×octo-small-1.5

Franka Robotics · PyTorch · rail-berkeley

Evidence

Success rate
71.0%
Episodes tested
150
Updated
2026-04-20

https://arxiv.org/abs/2405.12213

Notes

Octo-Small (27M params) trained on Open-X-Embodiment then evaluated on Franka in-domain tasks. Lighter inference cost than OpenVLA at the cost of a few points of success rate.

Gaps noted

  • · Octo-Small is a transformer-only baseline; pairing with Franka uses joint-position control. Real-world torque-mode behavior not measured.

Robot · Franka Research 3

Franka Research 3, 7-DoF torque-controlled research arm. Successor to Franka Emika Panda. De facto manipulation-research standard.

View robot profile →

Policy · octo-small-1.5

Policy model from rail-berkeley. Tags: transformers, robotics, license:mit, endpoints_compatible, region:us.

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