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Benchmarks
Long-term Time Series Forecasting on ETTm1 (NMAE)
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26.8
NMAE
LSG-VAE
25.292
35.471
45.65
55.829
Mar 25, 2026
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
NMAE
LSG-VAE
Horizon=96, Context Le...
2026.03
26.8
K2VAE
Horizon=96, Context Le...
2026.03
28.4
CSDI
Horizon=96, Context Le...
2026.03
30.8
PatchTST
Horizon=96, Context Le...
2026.03
32.9
FITS
Horizon=96, Context Le...
2026.03
34.9
Koopa
Horizon=96, Context Le...
2026.03
36.2
iTransformer
Horizon=96, Context Le...
2026.03
36.9
GRU MAF
Horizon=96, Context Le...
2026.03
40.2
TSDiff
Horizon=96, Context Le...
2026.03
44.1
Trans MAF
Horizon=96, Context Le...
2026.03
45.6
GRU NVP
Horizon=96, Context Le...
2026.03
48.8
TimeGrad
Horizon=96, Context Le...
2026.03
64.5
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