Spaces:
Running
Running
| 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. | |
| TimesNet,MAE,0.436,0.318,0.764,0.794,0.398,0.277,0.343,0.235,0.466,0.392,0.52,0.401,0.409,0.232,0.436,0.286,0.418,0.358,0.434,0.349,0.369,0.261,0.438,0.273,0.364,0.261,0.392,0.296,0.605,0.583,0.386,0.269,0.37,0.24,0.352,0.214,0.39,0.266,0.355,0.26,0.304,0.191,0.455,0.32,0.448,0.224,0.394,0.281,0.366,0.225,0.413,0.296,0.416,0.335,0.334,0.249 | |
| TimesNet,MSE,0.448,0.138,1.016,0.989,0.382,0.104,0.302,0.08,0.446,0.215,0.601,0.221,0.424,0.059,0.454,0.1,0.408,0.187,0.432,0.182,0.331,0.097,0.463,0.09,0.326,0.097,0.361,0.13,0.694,0.501,0.343,0.098,0.37,0.079,0.347,0.066,0.367,0.1,0.283,0.097,0.233,0.053,0.495,0.129,0.455,0.055,0.376,0.107,0.355,0.063,0.409,0.119,0.387,0.161,0.248,0.089 | |