# Robo2VLM Reasoning (ManipulationVQA-60k)

From the catalogue. Listed by one researcher from one source page.

- id: `robo2vlm-reasoning-manipulationvqa-60k`
- kind: language and reasoning annotation
- robot or device: VQA from in-the-wild manipulation datasets (class: cross embodiment)
- how collected: generated VQA with reasoning traces
- size as stated: 60,000 rows
- hours: not stated | hours only claimed: none | episodes: not stated
- year: 2025
- organisation: keplerccc
- licence: apache-2.0 (class: open)
- access: open (class: open)
- link (dataset): https://huggingface.co/datasets/keplerccc/ManipulationVQA-60k
- Hugging Face repository: `keplerccc/ManipulationVQA-60k`, 712 downloads in 30 days, https://huggingface.co/datasets/keplerccc/ManipulationVQA-60k
- other names: ManipulationVQA-60k

Confirm the licence at the link before relying on it.