results/Informer/Informer.csv

Model,Metric,Regular_Mean,Regular_Med.,Stationary_Mean,Stationary_Med.,Non_Stationary_Mean,Non_Stationary_Med.,"Trend_Strength_[0,0.1]_Mean","Trend_Strength_[0,0.1]_Med.","Trend_Strength_(0.1,0.5]_Mean","Trend_Strength_(0.1,0.5]_Med.","Trend_Strength_(0.5,0.9]_Mean","Trend_Strength_(0.5,0.9]_Med.","Trend_Strength_(0.9,1.0]_Mean","Trend_Strength_(0.9,1.0]_Med.","Seasonality_Strength_[0,0.25]_Mean","Seasonality_Strength_[0,0.25]_Med.","Seasonality_Strength_(0.25,0.5]_Mean","Seasonality_Strength_(0.25,0.5]_Med.","Seasonality_Strength_(0.5,0.75]_Mean","Seasonality_Strength_(0.5,0.75]_Med.","Seasonality_Strength_(0.75,1.0]_Mean","Seasonality_Strength_(0.75,1.0]_Med.",Seasonality_Count_0_Mean,Seasonality_Count_0_Med.,Seasonality_Count_1_Mean,Seasonality_Count_1_Med.,Seasonality_Count_≥1_Mean,Seasonality_Count_≥1_Med.,"Volatility_[0,0.4]_Mean","Volatility_[0,0.4]_Med.","Volatility_(0.4,0.6]_Mean","Volatility_(0.4,0.6]_Med.","Volatility_(0.6,0.8]_Mean","Volatility_(0.6,0.8]_Med.",Volatility_>0.8_Mean,Volatility_>0.8_Med.,"Memory_[0,0.25]_Mean","Memory_[0,0.25]_Med.","Memory_(0.25,0.5]_Mean","Memory_(0.25,0.5]_Med.","Memory_(0.5,0.75]_Mean","Memory_(0.5,0.75]_Med.","Memory_(0.75,1]_Mean","Memory_(0.75,1]_Med.",Homo-Scedasticity_Mean,Homo-Scedasticity_Med.,Hetero-Scedasticity_Mean,Hetero-Scedasticity_Med.,"Anomaly_[0,0.05]_Mean","Anomaly_[0,0.05]_Med.","Anomaly_(0.05,0.1]_Mean","Anomaly_(0.05,0.1]_Med.","Anomaly_(0.1,0.15]_Mean","Anomaly_(0.1,0.15]_Med.",Anomaly_>0.15_Mean,Anomaly_>0.15_Med.
Informer,MAE,1.133,0.833,0.804,0.8,1.171,0.845,0.883,0.83,0.955,0.793,1.011,0.661,2.035,1.654,1.655,1.303,0.866,0.8,0.888,0.817,0.919,0.832,1.732,1.391,0.921,0.837,0.91,0.823,0.931,0.8,1.289,0.853,1.057,0.852,1.057,0.868,1.026,0.859,0.93,0.819,0.934,0.839,1.545,0.903,1.469,1.522,1.148,0.838,1.309,0.928,1.268,0.847,0.924,0.805,0.894,0.81
Informer,MSE,2.718,1.027,1.137,1.0,2.901,1.032,1.244,1.019,1.59,0.938,2.012,0.598,7.921,2.751,5.787,1.764,1.328,1.002,1.341,1.004,1.369,1.019,6.236,1.977,1.372,1.011,1.377,1.019,1.525,1.001,3.4,1.061,2.643,1.011,2.092,1.095,1.623,1.054,1.431,1.014,1.478,1.026,5.65,1.049,2.773,2.341,2.911,1.023,3.437,1.094,3.559,1.03,1.576,1.019,1.37,1.058