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ResearchFormerly WizWand

Tidal Current Speed Forecasting on ReDAPT 24m depth (test)

0.1174MAEWECN
0.1108160.1552580.19970.244142Oct 13, 2024
Updated 8mo ago

Evaluation results

MethodLinks
WECNForecasting horizon=30-step2024.100.11740.0679125.66
FEDformerForecasting horizon=30-step2024.100.13410.07194.76
FiLMForecasting horizon=30-step2024.100.15120.1096211.73
DLinearForecasting horizon=30-step2024.100.15380.105185.7
ReformerForecasting horizon=30-step2024.100.1710.1077182.59
LSTMForecasting horizon=30-step2024.100.2140.29871,009.88
AutoformerForecasting horizon=30-step2024.100.22350.1891264.44
XGBoostForecasting horizon=30-step2024.100.25730.1212922.76
GRUForecasting horizon=30-step2024.100.2820.13271,349.83