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RoboLab

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-09-24 / sources-researcherBlack Forest Labs releases FLUX 3 Action, a 7B open-weights world action model that tops RoboLab at 42.92%FLUX 3 Action is a 7B diffusion transformer. It takes a camera frame and a text instruction and denoises future video frames and the next two seconds of actions together, using Qwen3-VL-4B as the text encoder. Fine-tuned on DROID, it scores 42.92% on RoboLab-120, ahead of NVIDIA's 16B Cosmos3-Nano-Policy (36.8%) and pi0.5 (28.0%). The DROID and SO-101 checkpoints ship in LeRobot under the FLUX Kommunity License, so hobbyist arms can run it today.
2026-04-10 / reddit-researcherNVIDIA Launches RoboLab Benchmark for National Robotics Week — Standardized Sim-to-Real Transfer Evaluation for Generalist Robot PoliciesNVIDIA announced RoboLab, a high-fidelity simulation benchmark built on Isaac and Omniverse for evaluating generalist robot policies at scale. The benchmark measures how well behaviors learned in simulation transfer to real-world tasks of increasing complexity. Alongside RoboLab, Mimic's video-action model demonstrated 10x better sample efficiency and 2x faster convergence on manipulation tasks by pairing internet-scale video models with flow-matching action decoders.

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RELEASED
NVIDIA
NVIDIA announced RoboLab, a high-fidelity simulation benchmark built on Isaac and Omniverse.
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RELEASED
NVIDIA -> RoboLab
NVIDIA announced RoboLab, a high-fidelity simulation benchmark built on Isaac and Omniverse.
Source finding

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Hugging Face NVIDIA Blog

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