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Benchmarks
Long-term forecasting on Weather Horizon 336
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0.24
MSE
PatchTST
0.2348
0.2699
0.305
0.3401
May 11, 2026
MSE
MAE
Updated 22d ago
Evaluation Results
Method
Method
Links
MSE
MAE
PatchTST
Input sequence length=720
2026.05
0.24
0.281
LeapTS
Input sequence length=720
2026.05
0.242
0.278
Phaseformer
Input sequence length=720
2026.05
0.242
0.278
iTransformer
Input sequence length=720
2026.05
0.253
0.291
TimeMixer
Input sequence length=720
2026.05
0.258
0.3
SparseTSF
Input sequence length=720
2026.05
0.26
0.299
FITS
Input sequence length=720
2026.05
0.261
0.299
TimeBase
Input sequence length=720
2026.05
0.263
0.281
Crossformer
Input sequence length=720
2026.05
0.287
0.342
FEDformer
Input sequence length=720
2026.05
0.37
0.408
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