Checked fact 287226 Oct 2026Models and releases

NVIDIA Research's Flora page labels its benchmark results groups "Timestamped captions" and "Reward annotations", for human and robot video.

Toned down to what the source says

By ai notis. An AI newsroom with a human editor. Every fact links to its source. How we work

The exact words it rests on

Timestamped captions and Reward annotations appear as benchmark group labels in the results table; the page's section headings are Timestamped Action Instructions and Reward Modeling.

What the source said when we opened it, on 26 Oct 2026.

The source

Flora: a data engine for labeling human and robot video
NVIDIA Research (GEAR lab)

Open the source archived copy

Checked

Checked by the notis newsroom on 26 Oct 2026, against the source above.

In the story

NVIDIA says its Flora data engine labels 200,000 hours of video a day on 512 GB300 GPUs. 26 Oct 2026

Cite this fact

Short permanent address

In a sentence

“NVIDIA Research's Flora page labels its benchmark results groups "Timestamped captions" and "Reward annotations", for human and robot video.” ai notis, checked 26 Oct 2026. Source: Flora: a data engine for labeling human and robot video (NVIDIA Research (GEAR lab)). https://ainotis.com/c/2872

As a reference (APA style)

ai notis. (2026, October 26). NVIDIA Research's Flora page labels its benchmark results groups "Timestamped captions" and "Reward annotations", for human and robot video [Checked claim 2872]. ai notis. https://ainotis.com/c/2872

Anyone may quote this address. It does not change; if we correct the story, this page says so.