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Benchmarks
Deterministic Forecasting on Temperature–Rainfall Houston
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0.35
MAE
EVENTTSF
0.333028
0.447589
0.56215
0.676711
Aug 19, 2025
MAE
MSE
RMSE
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE
MSE
RMSE
EVENTTSF
2025.08
0.35
0.3512
0.5926
Autoformer
2025.08
0.7127
0.8194
0.9062
TimesNet
2025.08
0.7159
0.8446
0.9187
Koopa
2025.08
0.7226
0.8509
0.9227
iTransformer
2025.08
0.7239
0.8524
0.9231
DLinear
2025.08
0.7277
0.798
0.8943
NSTransformer
2025.08
0.7698
0.9331
0.9695
PatchTST
2025.08
0.7743
0.9516
0.975
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