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Time-series forecasting on Climate Time-MMD
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0.92
MSE
Transformer
0.91568
0.94484
0.974
1.00316
Feb 13, 2025
MSE
MAE
Promotion (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Promotion (%)
Transformer
Backbone=Transformer,...
2025.02
0.92
0.753
7.8
FEDformer
Backbone=FEDformer, Fr...
2025.02
0.926
0.76
8.4
Informer
Backbone=Informer, Fra...
2025.02
0.93
0.756
7.1
DLinear
Backbone=DLinear, Fram...
2025.02
0.931
0.759
15.7
Crossformer
Backbone=Crossformer,...
2025.02
0.938
0.755
6.4
FiLM
Backbone=FiLM, Framewo...
2025.02
0.945
0.772
19.8
Autoformer
Backbone=Autoformer, F...
2025.02
0.98
0.789
6.9
PatchTST
Backbone=PatchTST, Fra...
2025.02
1.004
0.798
2.5
iTransformer
Backbone=iTransformer,...
2025.02
1.028
0.804
1.5
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