dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates bitbrains_fast_storage/5T/short,VisionTS,1890000.0,1890000.0,197.0,1.09,3.07,0.775,43.6,1380.0,4.32,0.619,0.619,Web/CloudOps,2.0 bitbrains_fast_storage/H/short,VisionTS,8480000.0,8480000.0,543.0,1.62,4.77,0.656,64.9,2910.0,8.3,1.55,1.55,Web/CloudOps,2.0 bitbrains_rnd/5T/short,VisionTS,1760000.0,1760000.0,159.0,2.09,2.42,0.708,83.6,1330.0,5.43,0.65,0.65,Web/CloudOps,2.0 bitbrains_rnd/H/short,VisionTS,1880000.0,1880000.0,235.0,6.7,4.7,0.699,268.0,1370.0,5.99,1.03,1.03,Web/CloudOps,2.0 bizitobs_application/10S/short,VisionTS,4170000.0,4170000.0,1080.0,2.25,0.034,0.0349,89.8,2040.0,0.0788,0.0418,0.0418,Web/CloudOps,2.0 bizitobs_l2c/5T/short,VisionTS,25.9,25.9,3.27,0.334,0.193,0.227,13.3,5.09,0.175,0.112,0.112,Web/CloudOps,7.0 bizitobs_l2c/H/short,VisionTS,109.0,109.0,6.12,0.607,0.552,0.706,24.3,10.5,0.564,0.33,0.33,Web/CloudOps,7.0 bizitobs_service/10S/short,VisionTS,74200.0,74200.0,55.0,1.21,0.122,0.109,48.6,272.0,0.202,0.0408,0.0408,Web/CloudOps,2.0 car_parts/M/short,VisionTS,1.69,1.69,0.612,1.12,0.746,1.83,44.6,1.3,3.12,1.47,1.47,Sales,1.0 covid_deaths/D/short,VisionTS,686000.0,686000.0,154.0,45.4,0.125,0.413,1820.0,828.0,0.312,0.058,0.058,Healthcare,1.0 electricity/15T/short,VisionTS,296000.0,296000.0,85.2,1.54,0.288,0.228,61.8,544.0,1.07,0.168,0.168,Energy,1.0 electricity/D/short,VisionTS,2570000000.0,2570000000.0,5550.0,1.69,0.503,0.11,67.7,50700.0,0.834,0.0912,0.0912,Energy,1.0 electricity/H/short,VisionTS,1740000.0,1740000.0,198.0,1.12,0.296,0.15,44.9,1320.0,0.623,0.0934,0.0934,Energy,1.0 electricity/W/short,VisionTS,230000000000.0,230000000000.0,48500.0,1.86,0.267,0.115,74.4,480000.0,1.09,0.111,0.111,Energy,1.0 ett1/15T/short,VisionTS,6.77,6.77,1.33,0.836,0.519,0.283,33.4,2.6,0.492,0.251,0.251,Energy,7.0 ett1/D/short,VisionTS,54400.0,54400.0,153.0,1.88,2.09,0.481,75.2,233.0,0.612,0.401,0.401,Energy,7.0 ett1/H/short,VisionTS,106.0,106.0,5.17,0.85,0.529,0.273,34.0,10.3,0.481,0.241,0.241,Energy,7.0 ett1/W/short,VisionTS,1540000.0,1540000.0,992.0,1.73,0.8,0.567,69.4,1240.0,0.495,0.395,0.395,Energy,7.0 ett2/15T/short,VisionTS,10.6,10.6,2.14,0.952,0.139,0.16,38.1,3.26,0.155,0.102,0.102,Energy,7.0 ett2/D/short,VisionTS,141000.0,141000.0,239.0,1.66,0.482,0.163,66.6,376.0,0.215,0.137,0.137,Energy,7.0 ett2/H/short,VisionTS,116.0,116.0,6.91,0.798,0.128,0.119,31.9,10.8,0.137,0.0877,0.0877,Energy,7.0 ett2/W/short,VisionTS,9640000.0,9640000.0,2190.0,1.5,0.234,0.283,59.9,3100.0,0.26,0.183,0.183,Energy,7.0 hierarchical_sales/D/short,VisionTS,33.1,33.1,2.7,0.877,0.836,1.09,35.1,5.76,1.77,0.827,0.827,Sales,1.0 hierarchical_sales/W/short,VisionTS,562.0,562.0,11.1,0.862,0.813,0.527,34.5,23.7,1.09,0.509,0.509,Sales,1.0 hospital/M/short,VisionTS,3190.0,3190.0,19.4,0.879,0.223,0.2,35.2,56.5,0.205,0.0703,0.0703,Healthcare,1.0 jena_weather/10T/short,VisionTS,1280.0,1280.0,9.77,0.397,0.568,0.598,15.9,35.8,0.223,0.0607,0.0607,Nature,21.0 jena_weather/D/short,VisionTS,516.0,516.0,12.2,1.61,0.67,0.644,64.4,22.7,0.137,0.0736,0.0736,Nature,21.0 jena_weather/H/short,VisionTS,1150.0,1150.0,9.39,0.625,1.6,0.629,25.0,33.9,0.208,0.0576,0.0576,Nature,21.0 kdd_cup_2018/D/short,VisionTS,3060.0,3060.0,24.6,1.47,0.697,0.577,58.8,55.3,1.24,0.551,0.551,Nature,1.0 kdd_cup_2018/H/short,VisionTS,5210.0,5210.0,29.1,1.2,1.51,0.582,48.2,72.2,1.51,0.609,0.609,Nature,1.0 loop_seattle/5T/short,VisionTS,73.3,73.3,5.07,0.79,0.149,0.103,31.6,8.56,0.147,0.087,0.087,Transport,1.0 loop_seattle/D/short,VisionTS,20.0,20.0,3.15,0.95,0.0587,0.0579,38.0,4.47,0.0799,0.0562,0.0562,Transport,1.0 loop_seattle/H/short,VisionTS,99.7,99.7,5.47,1.11,0.146,0.124,44.4,9.99,0.177,0.0968,0.0968,Transport,1.0 m_dense/D/short,VisionTS,11100.0,11100.0,54.4,0.788,0.141,0.113,31.5,105.0,0.182,0.0942,0.0942,Transport,1.0 m_dense/H/short,VisionTS,76500.0,76500.0,136.0,1.14,0.454,0.305,45.5,277.0,0.491,0.241,0.241,Transport,1.0 m4_daily/D/short,VisionTS,456000.0,456000.0,215.0,4.01,0.0481,0.0373,161.0,676.0,0.104,0.0332,0.0332,Econ/Fin,1.0 m4_hourly/H/short,VisionTS,1840000.0,1840000.0,288.0,0.925,0.126,0.112,37.0,1360.0,0.185,0.0394,0.0394,Econ/Fin,1.0 m4_monthly/M/short,VisionTS,2220000.0,2220000.0,667.0,1.16,0.204,0.157,46.5,1490.0,0.31,0.139,0.139,Econ/Fin,1.0 m4_quarterly/Q/short,VisionTS,1990000.0,1990000.0,623.0,1.36,0.133,0.112,54.6,1410.0,0.236,0.104,0.104,Econ/Fin,1.0 m4_weekly/W/short,VisionTS,392000.0,392000.0,314.0,2.53,0.0821,0.0788,101.0,626.0,0.114,0.0572,0.0572,Econ/Fin,1.0 m4_yearly/A/short,VisionTS,4120000.0,4120000.0,993.0,3.83,0.191,0.164,153.0,2030.0,0.325,0.159,0.159,Econ/Fin,1.0 restaurant/D/short,VisionTS,156.0,156.0,7.77,0.743,0.783,0.419,29.7,12.5,0.575,0.358,0.358,Sales,1.0 saugeen/D/short,VisionTS,1540.0,1540.0,18.0,3.99,0.584,0.514,160.0,39.2,1.27,0.582,0.582,Nature,1.0 saugeen/M/short,VisionTS,481.0,481.0,13.7,0.8,0.42,0.384,32.0,21.9,0.658,0.41,0.41,Nature,1.0 saugeen/W/short,VisionTS,1340.0,1340.0,20.0,1.62,0.696,0.544,64.9,36.6,1.11,0.603,0.603,Nature,1.0 solar/10T/short,VisionTS,36.2,36.2,2.53,1.11,4.39,1.58,44.4,6.02,1.75,0.736,0.736,Energy,1.0 solar/D/short,VisionTS,187000.0,187000.0,297.0,1.16,1.31,0.459,46.3,433.0,0.625,0.429,0.429,Energy,1.0 solar/H/short,VisionTS,680.0,680.0,11.3,0.871,4.58,1.4,34.8,26.1,0.961,0.415,0.415,Energy,1.0 solar/W/short,VisionTS,5330000.0,5330000.0,1930.0,2.14,0.443,0.344,85.5,2310.0,0.471,0.395,0.395,Energy,1.0 sz_taxi/15T/short,VisionTS,20.9,20.9,3.12,0.626,1230000000000.0,0.448,25.0,4.57,0.428,0.292,0.292,Transport,1.0 sz_taxi/H/short,VisionTS,7.83,7.83,1.95,0.594,1.33,0.315,23.8,2.8,0.261,0.182,0.182,Transport,1.0 temperature_rain/D/short,VisionTS,176.0,176.0,6.63,1.6,83.0,1.42,64.1,13.3,1.56,0.781,0.781,Nature,1.0 us_births/D/short,VisionTS,282000.0,282000.0,378.0,0.557,0.0362,0.0358,22.3,531.0,0.0498,0.0355,0.0355,Healthcare,1.0 us_births/M/short,VisionTS,63600000.0,63600000.0,6410.0,0.727,0.0196,0.0199,29.1,7980.0,0.0248,0.0199,0.0199,Healthcare,1.0 us_births/W/short,VisionTS,3610000.0,3610000.0,1530.0,1.39,0.0204,0.0207,55.5,1900.0,0.0258,0.0207,0.0207,Healthcare,1.0 bitbrains_fast_storage/5T/medium,VisionTS,2870000.0,2870000.0,295.0,1.26,5.44,0.813,50.3,1690.0,5.15,0.897,0.897,Web/CloudOps,2.0 bitbrains_rnd/5T/medium,VisionTS,2480000.0,2480000.0,216.0,4.62,3.34,0.786,185.0,1570.0,6.62,0.908,0.908,Web/CloudOps,2.0 bizitobs_application/10S/medium,VisionTS,5640000.0,5640000.0,1320.0,2.72,0.0392,0.0402,109.0,2370.0,0.0932,0.0519,0.0519,Web/CloudOps,2.0 bizitobs_l2c/5T/medium,VisionTS,121.0,121.0,6.54,0.645,0.504,0.72,25.8,11.0,0.579,0.344,0.344,Web/CloudOps,7.0 bizitobs_l2c/H/medium,VisionTS,75.4,75.4,4.98,0.503,0.567,0.771,20.1,8.68,0.526,0.302,0.302,Web/CloudOps,7.0 bizitobs_service/10S/medium,VisionTS,97100.0,97100.0,64.6,1.32,0.109,0.104,53.0,312.0,0.235,0.0487,0.0487,Web/CloudOps,2.0 electricity/15T/medium,VisionTS,296000.0,296000.0,60.6,0.954,0.169,0.153,38.2,544.0,0.938,0.104,0.104,Energy,1.0 electricity/H/medium,VisionTS,7610000.0,7610000.0,287.0,1.27,0.346,0.158,50.7,2760.0,1.08,0.112,0.112,Energy,1.0 ett1/15T/medium,VisionTS,12.3,12.3,1.94,1.27,0.919,0.466,50.7,3.5,0.668,0.37,0.37,Energy,7.0 ett1/H/medium,VisionTS,183.0,183.0,7.77,1.4,6680000000000.0,0.479,56.0,13.5,0.648,0.372,0.372,Energy,7.0 ett2/15T/medium,VisionTS,21.2,21.2,2.89,1.16,0.18,0.213,46.5,4.6,0.245,0.154,0.154,Energy,7.0 ett2/H/medium,VisionTS,337.0,337.0,11.9,1.3,0.215,0.204,51.8,18.3,0.247,0.16,0.16,Energy,7.0 jena_weather/10T/medium,VisionTS,1640.0,1640.0,11.0,0.663,0.892,0.663,26.5,40.5,0.249,0.0675,0.0675,Nature,21.0 jena_weather/H/medium,VisionTS,1260.0,1260.0,11.1,0.841,2.82,0.661,33.6,35.6,0.218,0.0678,0.0678,Nature,21.0 kdd_cup_2018/H/medium,VisionTS,4990.0,4990.0,25.1,1.06,1.09,0.558,42.3,70.6,1.48,0.525,0.525,Nature,1.0 loop_seattle/5T/medium,VisionTS,171.0,171.0,8.48,1.32,0.313,0.18,52.6,13.1,0.233,0.151,0.151,Transport,1.0 loop_seattle/H/medium,VisionTS,77.7,77.7,5.1,1.05,0.128,0.116,41.9,8.81,0.156,0.0902,0.0902,Transport,1.0 m_dense/H/medium,VisionTS,54500.0,54500.0,104.0,0.892,0.336,0.248,35.7,233.0,0.406,0.181,0.181,Transport,1.0 solar/10T/medium,VisionTS,24.1,24.1,2.03,0.89,3.25,1.47,35.6,4.91,1.09,0.451,0.451,Energy,1.0 solar/H/medium,VisionTS,640.0,640.0,11.6,0.889,4.17,1.42,35.5,25.3,0.911,0.418,0.418,Energy,1.0 sz_taxi/15T/medium,VisionTS,17.1,17.1,2.88,0.561,11300000000000.0,0.422,22.4,4.14,0.385,0.268,0.268,Transport,1.0 electricity/15T/long,VisionTS,391000.0,391000.0,66.7,1.02,0.183,0.157,40.6,626.0,0.987,0.105,0.105,Energy,1.0 electricity/H/long,VisionTS,10800000.0,10800000.0,322.0,1.39,0.408,0.171,55.5,3290.0,1.3,0.127,0.127,Energy,1.0 solar/10T/long,VisionTS,32.0,32.0,2.6,1.14,4.15,1.5,45.4,5.65,1.22,0.562,0.562,Energy,1.0 solar/H/long,VisionTS,663.0,663.0,12.6,0.956,5.01,1.41,38.2,25.7,0.893,0.435,0.435,Energy,1.0 kdd_cup_2018/H/long,VisionTS,4060.0,4060.0,24.6,1.04,1.22,0.618,41.7,63.7,1.49,0.578,0.578,Nature,1.0 loop_seattle/5T/long,VisionTS,136.0,136.0,6.8,1.08,0.191,0.155,43.1,11.7,0.206,0.12,0.12,Transport,1.0 loop_seattle/H/long,VisionTS,74.5,74.5,4.93,1.02,0.161,0.112,40.8,8.63,0.154,0.0881,0.0881,Transport,1.0 sz_taxi/15T/long,VisionTS,16.9,16.9,2.95,0.556,6190000000000.0,0.433,22.2,4.11,0.381,0.273,0.273,Transport,1.0 m_dense/H/long,VisionTS,42300.0,42300.0,95.7,0.821,0.336,0.234,32.8,206.0,0.356,0.166,0.166,Transport,1.0 ett1/15T/long,VisionTS,9.98,9.98,1.68,1.08,0.816,0.407,43.0,3.16,0.602,0.32,0.32,Energy,7.0 ett1/H/long,VisionTS,154.0,154.0,7.61,1.42,3850000000000.0,0.487,56.9,12.4,0.595,0.364,0.364,Energy,7.0 ett2/15T/long,VisionTS,14.5,14.5,2.5,1.06,0.168,0.193,42.5,3.81,0.203,0.133,0.133,Energy,7.0 ett2/H/long,VisionTS,335.0,335.0,11.8,1.29,0.225,0.209,51.7,18.3,0.251,0.162,0.162,Energy,7.0 jena_weather/10T/long,VisionTS,1410.0,1410.0,10.8,0.705,0.8,0.659,28.2,37.5,0.23,0.0662,0.0662,Nature,21.0 jena_weather/H/long,VisionTS,1380.0,1380.0,13.5,1.1,3.41,0.66,43.9,37.2,0.224,0.0811,0.0811,Nature,21.0 bitbrains_fast_storage/5T/long,VisionTS,3980000.0,3980000.0,366.0,1.26,5.96,0.845,50.6,1990.0,5.27,0.968,0.968,Web/CloudOps,2.0 bitbrains_rnd/5T/long,VisionTS,3200000.0,3200000.0,254.0,3.56,3.98,0.77,142.0,1790.0,6.85,0.971,0.971,Web/CloudOps,2.0 bizitobs_application/10S/long,VisionTS,7840000.0,7840000.0,1670.0,3.4,0.0488,0.0503,136.0,2800.0,0.108,0.0645,0.0645,Web/CloudOps,2.0 bizitobs_service/10S/long,VisionTS,134000.0,134000.0,81.3,1.49,0.147,0.119,59.7,365.0,0.271,0.0602,0.0602,Web/CloudOps,2.0 bizitobs_l2c/5T/long,VisionTS,115.0,115.0,6.18,0.608,0.511,0.793,24.3,10.7,0.601,0.347,0.347,Web/CloudOps,7.0 bizitobs_l2c/H/long,VisionTS,101.0,101.0,6.07,0.635,0.853,0.794,25.4,10.0,0.614,0.371,0.371,Web/CloudOps,7.0