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Forecasting on MIMIC-III (test)

0.396MSE

GraFITi

Updated 4d ago

Evaluation Results

Method	Links
GraFITi 2023.05		0.396	-
GraFITi 2024.05		0.438	-
LinODEnet 2023.05		0.446	-
LinODEnet 2023.05		0.45	-
GRU-ODE-Bayes 2023.05		0.476	-
Neural Flow 2023.05		0.477	-
LinODEnet 2024.05		0.477	-
GRU-ODE-BAYES 2019.05		0.48	0.83
GRU-ODE-Bayes 2023.05		0.48	-
Neural Flow 2023.05		0.49	-
GraFITi 2024.05		0.491	-
Informer+ 2023.05		0.512	-
LinODEnet 2024.05		0.531	-
FLD-S 2024.05		0.536	-
MTAN 2023.05		0.54	-
FLD-L 2024.05		0.545	-
FLD-Q 2024.05		0.551	-
FLD-L 2024.05		0.552	-
FLD-S 2024.05		0.558	-
FLD-Q 2024.05		0.559	-
CRU 2024.05		0.575	-
Neural Flow 2024.05		0.588	-
GRU-ODE 2024.05		0.591	-
CRU 2023.05		0.592	-
CRU 2024.05		0.619	-
T-LSTM 2019.05		0.62	1.02
T-LSTM 2023.05		0.62	-
Neural Flow 2024.05		0.651	-
GRU-ODE 2024.05		0.653	-
DLinear+ 2023.05		0.691	-
NLinear+ 2023.05		0.726	-
GRU-D 2019.05		0.79	1.16
GRU-D 2023.05		0.79	-
GRU-SIMPLE 2019.05		0.82	1.21
GRU-Simple 2023.05		0.82	-
NEURALODE-VAE 2019.05		0.89	1.35
NEURALODE-VAE-MASK 2019.05		0.89	1.36
NeuralODE-VAE 2023.05		0.89	-
SEQUENTIAL VAE 2019.05		0.92	1.39
Sequential VAE 2023.05		0.92	-
mTAN 2024.05		0.985	-
mTAN 2024.05		1.016	-
FedFormer+ 2023.05		1.1	-