Xia-Li Li

MV-Physics: A Benchmark for Evaluating Multimodal Large Language Models in Physical Visual Scenes

Vision-based multimodal foundation models exhibit strong generic reasoning capabilities, yet existing physics evaluation benchmarks fail to accommodate diagram-dependent logical constraints designed for K-12 Chinese physics education. To address this unmet testing demand, we construct MV-Physics, a layered benchmark co...