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Benchmarks
Long-term forecasting on ENN Natural Gas Heating Station (test)
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0.202
MSE
HiMTM
0.19404
0.24777
0.3015
0.35523
Jan 10, 2024
MSE
MAE
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
HiMTM
Prediction Horizon=7,...
2024.01
0.202
0.262
PatchTST*
Prediction Horizon=7,...
2024.01
0.225
0.291
HiMTM
Prediction Horizon=15,...
2024.01
0.272
0.292
PatchTST*
Prediction Horizon=15,...
2024.01
0.287
0.315
HiMTM
Prediction Horizon=Avg...
2024.01
0.295
0.329
PatchTST*
Prediction Horizon=Avg...
2024.01
0.322
0.355
HiMTM
Prediction Horizon=30,...
2024.01
0.344
0.35
HiMTM
Prediction Horizon=60,...
2024.01
0.364
0.412
PatchTST*
Prediction Horizon=30,...
2024.01
0.377
0.369
PatchTST*
Prediction Horizon=60,...
2024.01
0.401
0.445
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