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SOTA Electricity Price Forecasting benchmarks and papers with code | Wizwand
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Electricity Price Forecasting
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Shanxi China 12-month summary Real-time
TimerXL
MSE (Val)
44,522.21
15
1mo ago
Shanxi China 12-month summary Day-ahead
TimerXL
MSE
33,978.45
15
1mo ago
Real-E DE 24-step (test)
Chronos2 + FutureBoosting
MSE (Val)
1.49
13
1mo ago
Real-E FR 24-step (test)
Chronos2 + FutureBoosting
MSE
2.9
13
1mo ago
Germany-Luxembourg electricity market (test)
LEM-KF-RNN
MAE
17.625
13
1mo ago
DE (test)
TFT
MSE
58.99
6
1mo ago
FR (test)
TFT
MSE
215.81
6
1mo ago
BE (test)
PatchDecomp
MSE
182.93
6
1mo ago
PJM (test)
PatchDecomp
MSE
28.81
6
1mo ago
NP (test)
TFT
MSE
16.72
6
1mo ago
PJM horizon 48 (test)
ApolloPFN
sCRPS
0.057
5
1mo ago
Electricity Price Forecasting BE horizon 48 (test)
ApolloPFN
sCRPS
0.058
5
1mo ago
Electricity Price Forecasting FR horizon 48 (test)
TabPFN-TS
sCRPS
0.068
5
1mo ago
Electricity Price Forecasting (NP) horizon 48 (test)
ApolloPFN
sCRPS
0.053
5
1mo ago
Electricity Price Forecasting (DE) horizon 48 (test)
ApolloPFN
sCRPS
0.056
5
1mo ago
Electricity Price Forecasting PJM horizon 24 (test)
ApolloPFN
sCRPS
0.04
5
1mo ago
Electricity Price Forecasting BE horizon 24 (test)
ApolloPFN
sCRPS
0.042
5
1mo ago
Electricity Price Forecasting (FR) - horizon 24 (test)
ApolloPFN
sCRPS
0.04
5
1mo ago
Electricity Price Forecasting NP horizon 24 (test)
ApolloPFN
sCRPS
0.038
5
1mo ago
Electricity Price Forecasting (DE) horizon 24 (test)
TabPFN-TS
sCRPS
0.033
5
1mo ago
German Electricity Market 2023
R-NP
MAE
16.045
3
1mo ago
German Electricity Market 2022
DNN
MAE
31.637
3
1mo ago
German Electricity Market 2021
DNN
MAE
14.333
3
1mo ago
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