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Multivariate Time Series Forecasting on Weather standard (test)
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0.161
MSE
ModernTCN
0.15456
0.19803
0.2415
0.28497
Jun 3, 2024
Sep 5, 2024
Dec 8, 2024
Mar 12, 2025
Jun 14, 2025
Sep 16, 2025
Dec 19, 2025
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
ModernTCN
Horizon=96
2025.12
0.161
0.214
TimeCMA
Input Sequence Length=...
2024.06
0.167
0.211
Lite-STGNN
Horizon=96
2025.12
0.171
0.237
Lite-STGNN
Horizon=192
2025.12
0.209
0.273
Lite-STGNN
Horizon=Mean
2025.12
0.239
0.294
Fredformer
Prediction Length=Avg,...
2024.06
0.246
0.272
TimeCMA
Input Sequence Length=...
2024.06
0.25
0.276
Lite-STGNN
Horizon=336
2025.12
0.256
0.309
iTransformer
Prediction Length=Avg,...
2024.06
0.258
0.279
DLinear
Prediction Length=Avg,...
2024.06
0.265
0.317
Lite-STGNN
Horizon=720
2025.12
0.322
0.356
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