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ResearchFormerly WizWand

Long-term forecasting on CESNET2

0.632MSENEST
0.532521.204011.87552.54699Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
NESTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.6320.559
PatchTSTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.6540.573
iTransformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.6760.583
UniTSHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.7290.607
DLinearHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.7490.688
FEDformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.8420.695
AutoformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.070.9660.765
InformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.073.1191.496