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Irregular Multivariate Time Series Forecasting on MIMIC-III 12-36 (Energy, CRPS)

5.73EnergyCircuITS
5.378247.7526210.12712.50138Apr 30, 2026

Evaluation results

MethodLinks
CircuITSObservation Window=12h, Prediction Window=36h2026.045.730.409
MOSESObservation Window=12h, Prediction Window=36h2026.045.770.418
ProFITiObservation Window=12h, Prediction Window=36h2026.046.5672.413
NeuralFlowsObservation Window=12h, Prediction Window=36h2026.0414.5240.477