Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly
arXiv cs.CV·Aditya Chetan, Eric Cai, Peeyush Kushwaha, Bharath Raj Nagoor Kani, Utkarsh Mall, Qianqian Wang, Noah Snavely, Bharath Hariharan
15h agoQuick Take
Flat-Pack Bench benchmark evaluates LVLMs on fine-grained spatio-temporal understanding in furniture assembly tasks.
Key Points
- Focuses on nuanced tasks in furniture assembly.
- Evaluates temporal ordering and localization of actions.
- Highlights limitations in LVLMs' spatio-temporal reasoning.
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