results/Crossformer/Crossformer.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.
Crossformer,MAE,0.404,0.193,0.762,0.79,0.363,0.159,0.183,0.074,0.288,0.183,0.405,0.252,0.802,0.363,0.646,0.303,0.275,0.179,0.273,0.174,0.203,0.09,0.681,0.316,0.184,0.084,0.244,0.129,0.48,0.448,0.413,0.195,0.277,0.086,0.211,0.069,0.254,0.142,0.22,0.1,0.178,0.054,0.623,0.254,0.51,0.441,0.351,0.142,0.366,0.131,0.447,0.212,0.267,0.149,0.117,0.062
Crossformer,MSE,0.944,0.052,1.011,0.979,0.936,0.036,0.144,0.008,0.25,0.05,0.468,0.093,3.41,0.147,2.379,0.112,0.235,0.047,0.249,0.048,0.157,0.012,2.6,0.117,0.134,0.01,0.208,0.025,0.516,0.312,1.086,0.052,0.984,0.011,0.331,0.007,0.215,0.029,0.19,0.015,0.153,0.005,2.436,0.083,0.546,0.214,0.967,0.029,1.083,0.023,1.339,0.062,0.304,0.034,0.054,0.006