Multi-agent VLM frameworks outperform single VLMs for automated coding of on-screen collaborative learning behaviors using the ICAP framework.
Journal of Educational Computing Research61(5), 951–976 (2023)
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Single-agent vs. Multi-agents for Automated Video Analysis of On-Screen Collaborative Learning Behaviors
Multi-agent VLM frameworks outperform single VLMs for automated coding of on-screen collaborative learning behaviors using the ICAP framework.