SimulationActiveHigh relevance

GR-1 Tabletop Tasks

GR-1 Tabletop Tasks, a simulated benchmark introduced in GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

GR-1 Tabletop Tasks is a simulated benchmark of 24 tabletop manipulation tasks for the Fourier GR-1 humanoid with dexterous hands. It was introduced in the GR00T N1 paper and focuses on dexterous hand control: 18 rearrangement tasks and 6 tasks that place objects into articulated containers such as cabinets, drawers and microwaves. The GR00T repository lists it among its simulation benchmarks.

First published
2025
Organizers
NVIDIA
Tasks
24
Simulator
—
License
—

What it measures

Language-conditioned dexterous tabletop manipulation by a humanoid with two dexterous hands, measured as average task success rate over trials.

How it works

The paper's protocol for simulation benchmarks reports the average success rate over 100 trials, following RoboCasa: the maximum score over the last five checkpoints, saved every 500 training steps. GR00T N1 is the model evaluated on these tasks. The GR00T repository notes that the benchmark's results were refreshed in its N1.7 release.

Why it matters

This is a humanoid-specific dexterous benchmark: the GR-1 with Fourier dexterous hands is a configuration that most arm-based benchmarks do not cover. It is listed in an actively updated NVIDIA repository.

Scoring

Metrics

MetricKeyUnitDirection
Average task success rate (over 100 trials)success_rateUnitlessHigher is better ↑

Hardware

Robots involved

Fourier GR-1 humanoid with Fourier dexterous hands, per the GR00T N1 paper. The roster entry fourier-gr-1 is marked 'verify', so the model variant should be confirmed. The simulator is not named in the sections read.

Recorded outcomes

Results

No result files yet

This record describes the evaluation, but no verified structured results have been added.

Primary links

Resources

Evidence

Sources

  1. [1]GR00T N1: An Open Foundation Model for Generalist Humanoid Robots ↗arXiv · accessed Oct 8, 2026
  2. [2]GR00T N1 (arXiv HTML, v2) ↗arXiv · accessed Oct 8, 2026
  3. [3]Isaac-GR00T (GitHub repository) ↗NVIDIA · accessed Oct 8, 2026

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