From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs

📰 ArXiv cs.AI

Researchers introduce a dataset aligning instruction manuals with assembly videos to evaluate multimodal LLMs

advanced Published 25 Mar 2026
Action Steps
  1. Collect and align instruction manuals with corresponding assembly videos
  2. Develop multimodal LLMs that can process and generate text and video outputs
  3. Evaluate the performance of multimodal LLMs using the dataset
  4. Fine-tune the models to improve their ability to provide assistance in complex tasks
Who Needs to Know This

AI engineers and researchers benefit from this dataset to develop and evaluate multimodal LLMs, while product managers can utilize these models to create more effective user assistance systems

Key Insight

💡 Multimodal LLMs can be developed and evaluated using a dataset that combines text and video instructions

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🤖 New dataset aligns instruction manuals with assembly videos to evaluate multimodal LLMs!
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