Our new X account is live! Follow @wizwand_team for updates

Irregularly Sampled Time Series Forecasting on USHCN (test)

0.272MSE

GraFITi

Updated 4d ago

Evaluation Results

Method	Links
GraFITi 2023.05		0.272
CRU 2023.05		0.29
LinODEnet 2023.05		0.29
MTAN 2023.05		0.3
LinODEnet 2023.05		0.3
Informer+ 2023.05		0.32
DLinear+ 2023.05		0.347
GRU-ODE-Bayes 2023.05		0.401
Neural Flow 2023.05		0.414
GRU-ODE-Bayes 2023.05		0.43
NLinear+ 2023.05		0.452
GRU-D 2023.05		0.53
T-LSTM 2023.05		0.59
GraFITi 2024.05		0.623
mTAN 2024.05		0.721
LinODEnet 2024.05		0.724
CRU 2024.05		0.729
GRU-Simple 2023.05		0.75
Sequential VAE 2023.05		0.83
FLD-L 2024.05		0.874
FLD-Q 2024.05		0.888
NeuralODE-VAE 2023.05		0.96
GRU-ODE 2024.05		1.019
Neural Flow 2024.05		1.019
FLD-S 2024.05		1.141
FedFormer+ 2023.05		2.99