HyperAI

Multivariate Time Series Forecasting On Mimic

Metrics

MSE

Results

Performance results of various models on this benchmark

Comparison Table
Model NameMSE
functional-latent-dynamics-for-irregularly0.444 ± 0.027
gru-ode-bayes-continuous-modeling-of0.480 ± 0.010
neural-flows-efficient-alternative-to-neural0.490 ± 0.004
patient-subtyping-via-time-aware-lstm0.790 ± 0.060
forecasting-irregularly-sampled-time-series0.396 ± 0.030