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ResearchFormerly WizWand

Univariate long-term forecasting on ILI

0.444MSEFiLM
0.250481.556742.8634.16926May 18, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FiLMPrediction Horizon=362022.050.4440.481
FEDformerPrediction Horizon=362022.050.5540.604
FiLMPrediction Horizon=482022.050.5570.584
S4Prediction Horizon=362022.050.6220.532
FiLMPrediction Horizon=242022.050.6290.538
AutoformerPrediction Horizon=362022.050.6340.65
FiLMPrediction Horizon=602022.050.6410.644
FEDformerPrediction Horizon=242022.050.6930.629
FEDformerPrediction Horizon=482022.050.6990.696
AutoformerPrediction Horizon=482022.050.7910.752
S4Prediction Horizon=482022.050.8130.679
FEDformerPrediction Horizon=602022.050.8280.77
S4Prediction Horizon=242022.050.8660.584
AutoformerPrediction Horizon=602022.050.8740.797
S4Prediction Horizon=602022.050.9310.747
AutoformerPrediction Horizon=242022.050.9480.732
LogTransPrediction Horizon=362022.052.4071.363
ReformerPrediction Horizon=362022.052.9341.52
LogTransPrediction Horizon=482022.053.1061.575
LogTransPrediction Horizon=242022.053.6071.662
LogTransPrediction Horizon=602022.053.6981.733
ReformerPrediction Horizon=482022.053.7541.749
ReformerPrediction Horizon=242022.053.8381.72
ReformerPrediction Horizon=602022.054.1621.847
InformerPrediction Horizon=482022.054.2731.846
InformerPrediction Horizon=362022.054.5541.916
InformerPrediction Horizon=602022.055.2142.057
InformerPrediction Horizon=242022.055.2822.05