ResearchBenchmarksMultimodal Causal Representation Learning on Synthetic Multimodal Numerical 3 ModalitiesFollow0.67MCCMultiBio*0.3580.4390.520.601May 18, 2026Evaluation ResultsMethodMethodLinksMCCMultiBio*Number of Modalities=3Number of Modalities=32026.050.67OursNumber of Modalities=3Number of Modalities=32026.050.63MultiViewNumber of Modalities=3Number of Modalities=32026.050.62CausalVAENumber of Modalities=3Number of Modalities=32026.050.37