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ResearchFormerly WizWand

Univariate Time Series Forecasting on illness

0.563MSEBasisFormer
0.374241.648372.92254.19663Oct 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
BasisFormerInput length (I)=36, Output length (O)=362023.100.5630.605
FedformerInput length (I)=36, Output length (O)=362023.100.5840.717
BasisFormerInput length (I)=36, Output length (O)=482023.100.5960.632
AutoformerInput length (I)=36, Output length (O)=362023.100.6340.65
FiLMInput length (I)=36, Output length (O)=242023.100.6740.643
BasisFormerInput length (I)=36, Output length (O)=602023.100.6950.686
FedformerInput length (I)=36, Output length (O)=242023.100.7080.627
FedformerInput length (I)=36, Output length (O)=482023.100.7170.697
FiLMInput length (I)=36, Output length (O)=362023.100.7580.731
FiLMInput length (I)=36, Output length (O)=482023.100.7740.753
AutoformerInput length (I)=36, Output length (O)=482023.100.7910.752
BasisFormerInput length (I)=36, Output length (O)=242023.100.7980.62
DlinearInput length (I)=36, Output length (O)=242023.100.8150.736
FedformerInput length (I)=36, Output length (O)=602023.100.8550.774
AutoformerInput length (I)=36, Output length (O)=602023.100.8740.797
FiLMInput length (I)=36, Output length (O)=602023.100.9130.828
DlinearInput length (I)=36, Output length (O)=362023.100.9140.817
AutoformerInput length (I)=36, Output length (O)=242023.100.9480.732
DlinearInput length (I)=36, Output length (O)=482023.100.9560.854
DlinearInput length (I)=36, Output length (O)=602023.101.0650.907
InformerInput length (I)=36, Output length (O)=482023.104.2731.846
InformerInput length (I)=36, Output length (O)=362023.104.5541.916
InformerInput length (I)=36, Output length (O)=602023.105.2142.057
InformerInput length (I)=36, Output length (O)=242023.105.2822.05