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Long-term forecasting on Weather Horizon 192 (MSE, MAE)
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0.185
MSE
TimeBase
0.1788
0.22065
0.2625
0.30435
May 11, 2026
MSE
MAE
Updated 22d ago
Evaluation Results
Method
Method
Links
MSE
MAE
TimeBase
Input sequence length=720
2026.05
0.185
0.241
LeapTS
Input sequence length=720
2026.05
0.189
0.236
Phaseformer
Input sequence length=720
2026.05
0.193
0.237
PatchTST
Input sequence length=720
2026.05
0.193
0.243
TimeMixer
Input sequence length=720
2026.05
0.201
0.255
iTransformer
Input sequence length=720
2026.05
0.203
0.252
FITS
Input sequence length=720
2026.05
0.203
0.256
SparseTSF
Input sequence length=720
2026.05
0.216
0.267
Crossformer
Input sequence length=720
2026.05
0.22
0.273
FEDformer
Input sequence length=720
2026.05
0.34
0.403
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