Electricity
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Electricity (ECL) Standard (Avg)
0.165MSE
14
Electricity
0.051MAE
14
Electricity
0.05MAE
14
Electricity Weekly
5,802.16Median MAE
13
Electricity Weekly
28,039.73Mean RMSE
13
Electricity Weekly
24,347.24Mean MAE
13
Electricity Weekly
6,926.87Median RMSE
13
Electricity Weekly
0.651Median MASE
13
Electricity 720
0.74Relative MAPE
13
Electricity 480
0.73Relative MAPE
13
Electricity (test)
67.413RMSE
13
Electricity (ECL)
94.2R2
12
Electricity daily
7.56RRMSE
12
Electricity
0.054CRPS
12
electricity
0.117WAD
12
electricity
80.6AUC
12
Electricity 5% few-shot
0.168MSE
12
Electricity General
0.103MAE
12
Electricity BasicTS+
9.9WAPE
12
Electricity
0.978R2 (Horizon 6)
12
Electricity
0.103MSE (Best Run)
11
Electricity (7:1:2)
0.281MAE
11
ELECTRICITY (first three users)
0.147MSE
11
Electricity (Avg)
0.157MSE
11
Electricity
0.045MSE
10