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Vegetation Forecasting on GreenEarthNet 25-day lead time (OOD-t)
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0.08
RMSE
Contextformer
0.076
0.103
0.13
0.157
Mar 28, 2023
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
Contextformer
Group=THIS STUDY, Trai...
2023.03
0.08
Persistence
Type=NON-ML
2023.03
0.09
Earthformer
Group=THIS STUDY, Trai...
2023.03
0.09
PredRNN
Group=THIS STUDY, Trai...
2023.03
0.1
SimVP
Group=THIS STUDY, Trai...
2023.03
0.1
LightGBM
Type=LOCAL TS
2023.03
0.11
SG-ConvLSTM
Group=EN21, Training D...
2023.03
0.11
Earthformer
Group=EN21, Training D...
2023.03
0.11
ConvLSTM
Group=THIS STUDY, Trai...
2023.03
0.11
ConvLSTM
Group=EN21, Training D...
2023.03
0.12
Prophet
Type=LOCAL TS
2023.03
0.13
Climatology
Type=NON-ML
2023.03
0.16
Kalman filter
Type=LOCAL TS
2023.03
0.16
Previous year
Type=NON-ML
2023.03
0.18
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