Can Multimodal LLMs ‘See’ Science Instruction? Benchmarking Pedagogical Reasoning in K-12 Classroom Videos

Mole Maker is a Godot puzzle game where players build atoms and molecules, created for an MIT class (CMS.590) and designed to match NGSS chemistry standards.