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Benchmarks
Sea Surface Temperature Forecasting on SST L=30 (test)
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0.351
RMSE
OptFormer
0.288
0.71325
1.1385
1.56375
Dec 29, 2025
RMSE
MAPE
Updated 5mo ago
Evaluation Results
Method
Method
Links
RMSE
MAPE
OptFormer
Prediction length (L)=30
2025.12
0.351
0.011
LSTM
Prediction length (L)=30
2025.12
1.091
0.0388
AutoFormer
Prediction length (L)=30
2025.12
1.098
0.0391
Informer
Prediction length (L)=30
2025.12
1.109
0.0394
TCN
Prediction length (L)=30
2025.12
1.166
0.0404
N-BEATS
Prediction length (L)=30
2025.12
1.926
0.0686
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