nuReasoning
From the catalogue. Listed by one researcher from one source page.
- id:
nureasoning - kind: language and reasoning annotation
- robot or device: Motional fleet, multi-camera, lidar, HD map (class: vehicle)
- how collected: fleet mining, human-verified reasoning labels
- size as stated: 20,000 clips of 20 s, over 105 h, 247,000 annotations
- hours: 105 | hours only claimed: none | episodes: not stated
- year: 2026
- organisation: Motional / UCLA Mobility Lab
- licence: other (see card) (class: unclear)
- access: gated (class: gated)
- link (dataset): https://huggingface.co/datasets/nureasoning/nuReasoning
- Hugging Face repository:
nureasoning/nuReasoning, 38,634 downloads in 30 days, https://huggingface.co/datasets/nureasoning/nuReasoning - note: Released Sep 2026 with ECCV challenge; 1,000 test clips withheld.
Copies and ports on the Hugging Face Hub
Uploads whose name carries this dataset's name, most downloaded first. Each has its own licence, which can differ from the original's.
| repository | robot | class | kind | episodes | hours | licence | downloads (30 d) |
|---|---|---|---|---|---|---|---|
| qixuewei/nuReasoning_mini | not stated | other | other | custom terms | 13,308 |
Confirm the licence at the link before relying on it.