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Sea Surface Temperature Forecasting on SST L=15 (test)
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0.609
RMSE
OptFormer
0.54636
0.96918
1.392
1.81482
Dec 29, 2025
RMSE
MAPE
Updated 5mo ago
Evaluation Results
Method
Method
Links
RMSE
MAPE
OptFormer
Prediction length (L)=15
2025.12
0.609
2.012
N-BEATS
Prediction length (L)=15
2025.12
0.927
3.214
LSTM
Prediction length (L)=15
2025.12
1.153
4.192
AutoFormer
Prediction length (L)=15
2025.12
1.175
4.278
Informer
Prediction length (L)=15
2025.12
1.218
4.453
TCN
Prediction length (L)=15
2025.12
2.175
8.138
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