Figure's humanoid completes 56% of zero-shot household trials, up from 9%

VraserX · x · 2026-09-19

Figure's humanoid robot completed 56% of its zero-shot household trials — far from a product level you'd trust at home.

The interesting part: that's up from 9% before broad human-behavior pretraining, a roughly 6× improvement that suggests large-scale pretraining on human behavior significantly boosts task generalization for general-purpose humanoids.

Related event: Human-Behavior Pretraining Boosts Robot Task Success from 9% to 56%(3 posts)→

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