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Sea Surface Temperature Forecasting on SST L=45 (test)
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0.739
RMSE
OptFormer
0.61008
1.48029
2.3505
3.22071
Dec 29, 2025
RMSE
MAPE
Updated 5mo ago
Evaluation Results
Method
Method
Links
RMSE
MAPE
OptFormer
Prediction length (L)=45
2025.12
0.739
2.356
AutoFormer
Prediction length (L)=45
2025.12
1.308
4.494
Informer
Prediction length (L)=45
2025.12
1.311
4.501
LSTM
Prediction length (L)=45
2025.12
1.361
4.675
TCN
Prediction length (L)=45
2025.12
1.72
5.918
N-BEATS
Prediction length (L)=45
2025.12
3.962
13.997
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