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Benchmarks
Forecasting on 9 out-of-domain forecasting datasets (test)
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0.481
MSE
UniTS-FT
0.47632
0.50791
0.5395
0.57109
Feb 29, 2024
MSE
MAE
Best Forecast Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
Best Forecast Ratio
UniTS-FT
Ratio=20%, Shared=true
2024.02
0.481
0.425
-
UniTS-FT
Ratio=15%, Shared=true
2024.02
0.487
0.428
-
UniTS-PMT
Ratio=20%, Shared=true
2024.02
0.494
0.435
-
UniTS-PMT
Ratio=15%, Shared=true
2024.02
0.496
0.435
-
UniTS-PMT
Ratio=5%, Shared=true
2024.02
0.508
0.44
-
iTransformer-FT
Ratio=20%, Shared=false
2024.02
0.51
0.438
-
iTransformer-FT
Ratio=15%, Shared=false
2024.02
0.524
0.447
-
UniTS-FT
Ratio=5%, Shared=true
2024.02
0.53
0.448
-
iTransformer-FT
Ratio=5%, Shared=false
2024.02
0.598
0.487
-
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