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Benchmarks
Online time series forecasting on ETTh1 (Online evaluation phase)
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0.79
MASE
NatSR
0.7616
0.9533
1.145
1.3367
Jan 19, 2026
MASE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MASE
NatSR
Prediction Length=1
2026.01
0.79
DER++
Prediction Length=1
2026.01
0.82
ER
Prediction Length=1
2026.01
0.83
OneNet
Prediction Length=1
2026.01
0.83
OGD
Prediction Length=1
2026.01
0.87
FSNET
Prediction Length=1
2026.01
0.92
NatSR
Prediction Length=24
2026.01
0.97
FSNET
Prediction Length=24
2026.01
1.08
NatSR
Prediction Length=48
2026.01
1.12
FSNET
Prediction Length=48
2026.01
1.16
OneNet
Prediction Length=24
2026.01
1.38
OneNet
Prediction Length=48
2026.01
1.39
ER
Prediction Length=48
2026.01
1.42
DER++
Prediction Length=48
2026.01
1.42
DER++
Prediction Length=24
2026.01
1.45
OGD
Prediction Length=48
2026.01
1.46
ER
Prediction Length=24
2026.01
1.49
OGD
Prediction Length=24
2026.01
1.5
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