ResearchBenchmarksMultimodal Causal Representation Learning on Synthetic Multimodal Numerical 4 ModalitiesFollow0.7MCCMultiView0.2840.3920.50.608May 18, 2026Evaluation ResultsMethodMethodLinksMCCMultiViewNumber of Modalities=4Number of Modalities=42026.050.7OursNumber of Modalities=4Number of Modalities=42026.050.69MultiBio*Number of Modalities=4Number of Modalities=42026.050.68CausalVAENumber of Modalities=4Number of Modalities=42026.050.3