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Irregularly Sampled Time Series Forecasting on MIMIC-IV (test)

0.225MSE

GraFITi

Updated 4d ago

Evaluation Results

Method	Links
GraFITi 2023.05		0.225
LinODEnet 2023.05		0.272
LinODEnet 2023.05		0.274
GraFITi 2024.05		0.285
GraFITi 2024.05		0.285
FLD-L 2024.05		0.321
LinODEnet 2024.05		0.335
FLD-Q 2024.05		0.336
LinODEnet 2024.05		0.336
FLD-L 2024.05		0.346
FLD-S 2024.05		0.347
Neural Flow 2023.05		0.354
FLD-Q 2024.05		0.358
FLD-S 2024.05		0.359
GRU-ODE-Bayes 2023.05		0.36
Neural Flow 2023.05		0.364
GRU-ODE 2024.05		0.366
GRU-ODE-Bayes 2023.05		0.379
Informer+ 2023.05		0.42
GRU-ODE 2024.05		0.439
Neural Flow 2024.05		0.465
Neural Flow 2024.05		0.465
DLinear+ 2023.05		0.577
NLinear+ 2023.05		0.62
FedFormer+ 2023.05		2.135