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Benchmarks
Online Time Series Forecasting on ECL (Online evaluation phase)
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0.64
MASE
OneNet
0.5
1.445
2.39
3.335
Jan 19, 2026
MASE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MASE
OneNet
Prediction Length=1
2026.01
0.64
OneNet
Prediction Length=24
2026.01
0.92
FSNET
Prediction Length=1
2026.01
0.96
OneNet
Prediction Length=48
2026.01
0.96
DER++
Prediction Length=1
2026.01
1.11
FSNET
Prediction Length=24
2026.01
1.42
ER
Prediction Length=1
2026.01
1.43
FSNET
Prediction Length=48
2026.01
1.44
OGD
Prediction Length=1
2026.01
1.67
DER++
Prediction Length=24
2026.01
2.89
DER++
Prediction Length=48
2026.01
2.96
ER
Prediction Length=48
2026.01
3.01
OGD
Prediction Length=24
2026.01
3.12
ER
Prediction Length=24
2026.01
3.21
OGD
Prediction Length=48
2026.01
3.27
NatSR
Prediction Length=1
2026.01
3.53
NatSR
Prediction Length=24
2026.01
4.01
NatSR
Prediction Length=48
2026.01
4.14
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