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ResearchFormerly WizWand

Time Series Forecasting on Wind Power (test)

0.062MSEPathformer
0.047920.142960.2380.33304Feb 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PathformerPrediction Length=962024.020.0620.146
PatchTSTPrediction Length=962024.020.070.158
DLinearPrediction Length=962024.020.0780.184
ScaleformerPrediction Length=962024.020.0890.167
PathformerPrediction Length=1922024.020.1230.214
PatchTSTPrediction Length=1922024.020.1310.237
DLinearPrediction Length=1922024.020.1330.252
ScaleformerPrediction Length=1922024.020.1630.246
PathformerPrediction Length=3362024.020.20.283
DLinearPrediction Length=3362024.020.2050.325
PatchTSTPrediction Length=3362024.020.2150.307
ScaleformerPrediction Length=3362024.020.2250.352
PathformerPrediction Length=7202024.020.3880.414
PatchTSTPrediction Length=7202024.020.4040.429
DLinearPrediction Length=7202024.020.4070.457
ScaleformerPrediction Length=7202024.020.4140.426