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Benchmarks
Long-term Forecasting on Electricity (MSE, MAE)
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0.178
MSE
iTransformer
0.1744
0.1987
0.223
0.2473
Feb 4, 2024
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Inference Mode=Full-sh...
2024.02
0.178
0.27
MOIRAIBase
Inference Mode=Zero-sh...
2024.02
0.188
0.274
MOIRAILarge
Inference Mode=Zero-sh...
2024.02
0.188
0.273
TimesNet
Inference Mode=Full-sh...
2024.02
0.193
0.295
DLinear
Inference Mode=Full-sh...
2024.02
0.212
0.3
FEDformer
Inference Mode=Full-sh...
2024.02
0.214
0.327
PatchTST
Inference Mode=Full-sh...
2024.02
0.216
0.304
MOIRAISmall
Inference Mode=Zero-sh...
2024.02
0.233
0.32
Crossformer
Inference Mode=Full-sh...
2024.02
0.244
0.334
TiDE
Inference Mode=Full-sh...
2024.02
0.252
0.344
SCINet
Inference Mode=Full-sh...
2024.02
0.268
0.365
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