Nvidia open-sources robot video annotation engine Flora
Understand the story
On October 25, 2026, The Decoder reported that Nvidia's GEAR lab has open-sourced the data engine Flora for robot video annotation. The engine can generate three types of annotations: action segmentation, step scoring, and task success-or-failure judgment. Flora's models have been released on Hugging Face. Nvidia says Flora costs about 125 times less than GPT-6 Astra. This is the only report on the event so far, with no further developments.
AI overview of reporting · Updated 2 h前
Reporting timeline
Explore different aspects of the story through its reporting.
- The DecoderNvidia open-sources Flora to make robot video labeling 125x cheaper than GPT-6 Astra
Nvidia's GEAR lab has open-sourced the data engine Flora, which can generate three types of robot video annotations—action segmentation, step scoring, and task success or failure judgments; the model has been released on Hugging Face.
Story heat trend
Current heat9·Comparable peak10（10/25 19:00）·Comparable change over 24 hours –
The trend compares the same continuously observed sources, which may cover fewer sources than the current heat score. Hover or select the chart to inspect each hour; use the left and right arrow keys to navigate.