ResearchBenchmarksMultimodal Causal Representation Learning on Synthetic Multimodal Numerical 2 ModalitiesFollow0.78MCCMultiView0.17680.33340.490.6466May 18, 2026Evaluation ResultsMethodMethodLinksMCCMultiViewNumber of Modalities=2Number of Modalities=22026.050.78OursNumber of Modalities=2Number of Modalities=22026.050.76MultiBio*Number of Modalities=2Number of Modalities=22026.050.7CausalVAENumber of Modalities=2Number of Modalities=22026.050.45MCLNumber of Modalities=2Number of Modalities=22026.050.2