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ResearchFormerly WizWand

Irregular Multivariate Time Series Forecasting on MIMIC (test)

0.4482Mean Squared Error (MSE)GraFITi
0.4157440.6348220.85391.072978May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GraFITi+Under-Cali=true2026.050.4482
GraFITi+Under-Cali=false2026.050.4531
Warpformer+Under-Cali=true2026.050.4683
Warpformer+Under-Cali=false2026.050.4722
tPatchGNN+Under-Cali=true2026.050.4872
tPatchGNN+Under-Cali=false2026.050.4943
Hi-Patch+Under-Cali=true2026.050.5039
Hi-Patch+Under-Cali=false2026.050.5073
Crossformer+Under-Cali=true2026.050.5249
Crossformer+Under-Cali=false2026.050.5294
HyperIMTS+Under-Cali=true2026.050.5457
HyperIMTS+Under-Cali=false2026.050.5568
BigST+Under-Cali=true2026.050.5679
BigST+Under-Cali=false2026.050.5758
PatchTST+Under-Cali=true2026.050.5762
iTransformer+Under-Cali=true2026.050.5816
iTransformer+Under-Cali=false2026.050.5979
FreTS+Under-Cali=true2026.050.5998
PatchTST+Under-Cali=false2026.050.6147
FEDformer+Under-Cali=true2026.050.6244
Ada-MSHyper+Under-Cali=true2026.050.6331
FreTS+Under-Cali=false2026.050.6361
GRU-D+Under-Cali=true2026.050.651
Ada-MSHyper+Under-Cali=false2026.050.6542
GRU-D+Under-Cali=false2026.050.6634
FEDformer+Under-Cali=false2026.050.7234
Informer+Under-Cali=false2026.050.7328
Reformer+Under-Cali=false2026.050.7738
CRU+Under-Cali=true2026.050.787
NeuralFlows+Under-Cali=true2026.050.8
Informer+Under-Cali=true2026.050.8077
CRU+Under-Cali=false2026.050.8097
NeuralFlows+Under-Cali=false2026.050.8332
mTAN+Under-Cali=true2026.050.8809
GNeuralFlow+Under-Cali=true2026.050.8814
SeFT+Under-Cali=true2026.050.8821
PrimeNet+Under-Cali=true2026.050.896
SeFT+Under-Cali=false2026.050.9035
GNeuralFlow+Under-Cali=false2026.050.9046
PrimeNet+Under-Cali=false2026.050.9103
Reformer+Under-Cali=true2026.050.949
mTAN+Under-Cali=false2026.051.2596