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Sea Surface Temperature Forecasting on OISST 2°×2° (test)
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0.355
RMSE
OptFormer
0.26076
0.89688
1.533
2.16912
Dec 29, 2025
RMSE
MAPE
Updated 5mo ago
Evaluation Results
Method
Method
Links
RMSE
MAPE
OptFormer
Spatial Area=2°×2°
2025.12
0.355
1.104
LSTM
Spatial Area=2°×2°
2025.12
1.098
3.848
AutoFormer
Spatial Area=2°×2°
2025.12
1.106
3.905
Informer
Spatial Area=2°×2°
2025.12
1.157
4.132
TCN
Spatial Area=2°×2°
2025.12
1.179
4.138
N-BEATS
Spatial Area=2°×2°
2025.12
2.711
9.735
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