PhysUniBenchmark integrates a diverse set of problems covering the major areas of undergraduate physics teaching. These problems include not only traditional textual descriptions, but also integrate multimodal problem types that require a combination of image recognition and formula analysis. Specific problem types include force analysis diagrams in mechanics, field distribution diagrams in electromagnetism, light path diagrams in optics, etc., comprehensively testing the conceptual understanding and visual interpretation of models.
The dataset is organized in a well-designed structure, and each question contains complete information such as a description of the question, relevant images or diagrams, and standard answers. The data format is standardized to facilitate processing by different models. Users can flexibly select domain-specific questions for testing according to their research needs, or filter questions by difficulty level.
The tool also supports user-defined addition of new questions, ensures uniformity of data formats through validation scripts, and keeps the dataset continuously updated and expanding.
This answer comes from the articlePhysUniBenchmark: benchmarking tool for multimodal physics problemsThe
