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Online time series forecasting on ETTm1 (Online evaluation phase)
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0.97
MASE
NatSR
0.9212
1.2506
1.58
1.9094
Jan 19, 2026
MASE
Updated 4d ago
Evaluation Results
Method
Method
Links
MASE
NatSR
Prediction Length=1
2026.01
0.97
DER++
Prediction Length=1
2026.01
1.01
ER
Prediction Length=1
2026.01
1.03
OneNet
Prediction Length=1
2026.01
1.05
FSNET
Prediction Length=1
2026.01
1.1
NatSR
Prediction Length=24
2026.01
1.16
OGD
Prediction Length=1
2026.01
1.18
NatSR
Prediction Length=48
2026.01
1.33
FSNET
Prediction Length=24
2026.01
1.45
FSNET
Prediction Length=48
2026.01
1.52
DER++
Prediction Length=48
2026.01
1.81
ER
Prediction Length=24
2026.01
1.82
DER++
Prediction Length=24
2026.01
1.83
OneNet
Prediction Length=24
2026.01
1.91
ER
Prediction Length=48
2026.01
1.91
OneNet
Prediction Length=48
2026.01
2.04
OGD
Prediction Length=24
2026.01
2.19
OGD
Prediction Length=48
2026.01
2.19
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