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Benchmarks
Time-series forecasting on Time-MMD Economy
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0.008
MSE
iTransformer
0.00516
0.02433
0.0435
0.06267
Feb 13, 2025
Apr 21, 2025
Jun 27, 2025
Sep 2, 2025
Nov 8, 2025
Jan 14, 2026
Mar 23, 2026
MSE
MAE
Promotion
Updated 24d ago
Evaluation Results
Method
Method
Links
MSE
MAE
Promotion
iTransformer
Backbone=iTransformer,...
2025.02
0.008
0.077
27.3
TaTS
H=6
2026.03
0.008
-
-
TaTS
H=Avg
2026.03
0.0083
-
-
SpecTF
H=6
2026.03
0.0084
-
-
SpecTF
H=Avg
2026.03
0.0085
-
-
FiLM
Backbone=FiLM, Framewo...
2025.02
0.009
0.08
64
CFA
H=6, Backbone=Transformer
2026.03
0.017
-
-
DLinear
Backbone=DLinear, Fram...
2025.02
0.021
0.117
63.8
Transformer
Backbone=Transformer,...
2025.02
0.079
0.232
62.9
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