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Channel-wise Asynchronous Long-term Multivariate Forecasting on Weather

0.178CMSEPatchTST
0.170960.218480.2660.31352Jun 10, 2025

Evaluation results

MethodLinks
PatchTSTPrediction Length=144, Approach=Channel-Independent2025.060.1780.225
CTFPrediction Length=144, Approach=Channel-Dependent2025.060.1850.231
CTFPrediction Length=864, Approach=Channel-Dependent2025.060.3520.351
PatchTSTPrediction Length=864, Approach=Channel-Independent2025.060.3540.355