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Magma: A foundation model for multimodal ai agents

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

fields

cs.RO 3

years

2026 1 2025 2

verdicts

UNVERDICTED 3

representative citing papers

MiMo-Embodied: X-Embodied Foundation Model Technical Report

cs.RO · 2025-11-20 · unverdicted · novelty 6.0

MiMo-Embodied is a single foundation model that achieves state-of-the-art results on 17 embodied AI benchmarks and 12 autonomous driving benchmarks through multi-stage learning, curated data, and CoT/RL fine-tuning that produces positive cross-domain transfer.

GR-3 Technical Report

cs.RO · 2025-07-21 · unverdicted · novelty 5.0

GR-3 is a VLA model that generalizes to novel objects, environments, and abstract instructions, outperforms the π0 baseline, and integrates with the new ByteMini bi-manual mobile robot.

citing papers explorer

Showing 3 of 3 citing papers.

  • Being-H0.7: A Latent World-Action Model from Egocentric Videos cs.RO · 2026-04-30 · unverdicted · none · ref 98

    Being-H0.7 adds future-aware latent reasoning to direct VLA policies via dual-branch alignment on latent queries, matching world-model benefits at VLA efficiency.

  • MiMo-Embodied: X-Embodied Foundation Model Technical Report cs.RO · 2025-11-20 · unverdicted · none · ref 60

    MiMo-Embodied is a single foundation model that achieves state-of-the-art results on 17 embodied AI benchmarks and 12 autonomous driving benchmarks through multi-stage learning, curated data, and CoT/RL fine-tuning that produces positive cross-domain transfer.

  • GR-3 Technical Report cs.RO · 2025-07-21 · unverdicted · none · ref 76

    GR-3 is a VLA model that generalizes to novel objects, environments, and abstract instructions, outperforms the π0 baseline, and integrates with the new ByteMini bi-manual mobile robot.