Skip to content

NVIDIA Says GR00T 2 Reaches 95% on Unseen Tasks After 30-Minute Fine-Tune

Nov 11, 2026
NVIDIA GEAR
Article image for NVIDIA Says GR00T 2 Reaches 95% on Unseen Tasks After 30-Minute Fine-Tune

Summary

NVIDIA introduces GR00T 2, a world-action model that predicts future video and robot actions together, pretrained on 402,730 hours of human egocentric video plus 23,500 hours of robot teleoperation. NVIDIA reports 40% zero-shot success on 50 unseen tasks, rising to 95% after a 30-minute fine-tune with five demonstrations. Code is due in December.

Key Points

  • NVIDIA reports a two-handed robot lines a lab funnel with filter paper in 65% of trials after learning only from human video.
  • GR00T 2 Turbo predicts motion in 124 ms on the Unitree G1's onboard Jetson Thor, NVIDIA says.
  • NVIDIA releases 100,000 hours of its Human-1M dataset as Human-1M-100K on Hugging Face.

Tags

Read Original Article