Meng-Hui Wang

When does heterogeneous structured evidence help? A unified benchmark for structured-data modeling

Real-world entities are often characterized by heterogeneous structured information, including static attributes, temporal dynamics, and relational dependencies. However, existing benchmarks provide limited understanding of whether multimodal models can effectively exploit complementary information across these modalit...