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

Irregularly Sampled Time Series Forecasting on Physionet 12 (test)

0.286MSE

GraFITi

Updated 4d ago

Evaluation Results

Method	Links
GraFITi 2023.05		0.286
LinODEnet 2023.05		0.299
MTAN 2023.05		0.315
Neural Flow 2023.05		0.326
GRU-ODE-Bayes 2023.05		0.329
Informer+ 2023.05		0.347
FLD-L 2024.05		0.36
GraFITi 2024.05		0.365
FLD-Q 2024.05		0.366
FLD-S 2024.05		0.366
LinODEnet 2024.05		0.373
CRU 2023.05		0.379
DLinear+ 2023.05		0.38
NLinear+ 2023.05		0.382
GraFITi 2024.05		0.401
LinODEnet 2024.05		0.411
FLD-S 2024.05		0.414
FLD-L 2024.05		0.415
FLD-Q 2024.05		0.424
Neural Flow 2024.05		0.431
GRU-ODE 2024.05		0.432
CRU 2024.05		0.435
FedFormer+ 2023.05		0.455
CRU 2024.05		0.467
GRU-ODE 2024.05		0.505
Neural Flow 2024.05		0.506
mTAN 2024.05		0.514
mTAN 2024.05		0.632