Detailed Action Captions Boost AI's Human Movement Understanding
New dataset HAIC improves LLMs' ability to understand & generate human movements in videos by providing detailed action captions. Models trained with HAIC outperform baseline models on human action tasks.
This is a Plain English Papers summary of a research paper called Detailed Action Captions Help AI Better Understand and Generate Human Movements, Study Shows. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview HAIC is a new dataset with 19,371 high-quality human action captions for MLLMs Current video datasets lack detailed human action descriptions HAIC improves model performance on human action understanding and generation Includes detailed information about body parts, actions, and object interactions Models trained with HAIC outpe...