ResearchBenchmarksIrregular Multivariate Time Series Forecasting on MIMIC-IVIrregular Multivariate Time Series Forecasting on MIMIC-IVFollow-2.113njNLLCircuITS-2.30908-0.985540.3381.66154Apr 30, 2026Evaluation resultsMethodMethodLinksnjNLLmNLLCircuITSsetting=36-3*setting=36-3*2026.04-2.113-0.731ProFITisetting=36-3*setting=36-3*2026.04-1.7770.5MOSESsetting=36-3*setting=36-3*2026.04-1.668-0.634NeuralFlowssetting=36-3*setting=36-3*2026.040.6890.796GRU-ODEsetting=36-3*setting=36-3*2026.040.8230.876GMMsetting=36-3*setting=36-3*2026.041.0761.075GPRsetting=36-3*setting=36-3*2026.042.7891.161