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,Naive,2300000.0,2300000.0,173.0,1.09,2.43,0.375,70.2,1520.0,4.76,0.544,0.893,Web/CloudOps,2.0 bitbrains_fast_storage/H/short,Naive,3130000.0,3130000.0,280.0,1.41,4.94,0.343,61.0,1770.0,5.04,0.799,1.21,Web/CloudOps,2.0 bitbrains_rnd/5T/short,Naive,1850000.0,1850000.0,130.0,2.06,1.64,0.345,132.0,1360.0,5.57,0.533,0.868,Web/CloudOps,2.0 bitbrains_rnd/H/short,Naive,4190000.0,4190000.0,251.0,5.87,3.24,0.308,242.0,2050.0,8.95,1.1,1.46,Web/CloudOps,2.0 bizitobs_application/10S/short,Naive,5850000.0,5850000.0,1050.0,3.76,0.0544,0.0542,47.9,2420.0,0.0933,0.0404,0.0382,Web/CloudOps,2.0 bizitobs_l2c/5T/short,Naive,22.0,22.0,2.76,0.283,0.168,0.158,3.09,4.69,0.161,0.0947,0.0801,Web/CloudOps,7.0 bizitobs_l2c/H/short,Naive,263.0,263.0,11.0,1.09,1.29,1.01,9.96,16.2,0.875,0.595,0.486,Web/CloudOps,7.0 bizitobs_service/10S/short,Naive,24400.0,24400.0,51.1,2.19,0.29,0.0945,26.8,156.0,0.116,0.0378,0.0366,Web/CloudOps,2.0 car_parts/M/short,Naive,3.0,3.0,0.69,1.21,0.85,1.66,25.8,1.73,4.15,1.65,2.5,Sales,1.0 covid_deaths/D/short,Naive,4440000.0,4440000.0,354.0,46.9,0.133,0.178,1470.0,2110.0,0.792,0.133,0.127,Healthcare,1.0 electricity/15T/short,Naive,603000.0,603000.0,127.0,2.46,0.353,0.299,20.0,777.0,1.53,0.251,0.221,Energy,1.0 electricity/D/short,Naive,4110000000.0,4110000000.0,6960.0,1.99,0.605,0.136,24.6,64100.0,1.05,0.114,0.104,Energy,1.0 electricity/H/short,Naive,14600000.0,14600000.0,706.0,3.92,0.521,0.399,34.0,3820.0,1.8,0.333,0.294,Energy,1.0 electricity/W/short,Naive,317000000000.0,317000000000.0,56600.0,2.09,0.286,0.12,15.9,563000.0,1.29,0.129,0.0993,Energy,1.0 ett1/15T/short,Naive,18.2,18.2,2.62,1.97,0.932,0.561,12.7,4.27,0.808,0.495,0.385,Energy,7.0 ett1/D/short,Naive,58000.0,58000.0,155.0,1.78,1.16,0.516,23.5,241.0,0.632,0.407,0.408,Energy,7.0 ett1/H/short,Naive,345.0,345.0,10.2,1.83,0.925,0.512,15.4,18.6,0.867,0.474,0.407,Energy,7.0 ett1/W/short,Naive,1570000.0,1570000.0,970.0,1.77,0.615,0.625,12.8,1250.0,0.499,0.386,0.312,Energy,7.0 ett2/15T/short,Naive,19.8,19.8,3.02,1.24,0.163,0.195,13.6,4.45,0.211,0.144,0.121,Energy,7.0 ett2/D/short,Naive,123000.0,123000.0,212.0,1.39,0.471,0.142,32.7,351.0,0.201,0.121,0.153,Energy,7.0 ett2/H/short,Naive,172.0,172.0,8.96,1.09,0.18,0.16,14.1,13.1,0.166,0.114,0.113,Energy,7.0 ett2/W/short,Naive,4690000.0,4690000.0,1320.0,0.779,0.122,0.127,16.6,2170.0,0.182,0.111,0.134,Energy,7.0 hierarchical_sales/D/short,Naive,59.0,59.0,3.45,1.13,1.22,1.19,28.9,7.68,2.36,1.06,1.74,Sales,1.0 hierarchical_sales/W/short,Naive,1050.0,1050.0,13.6,1.03,0.95,0.58,15.3,32.3,1.48,0.623,0.832,Sales,1.0 hospital/M/short,Naive,5850.0,5850.0,24.1,0.968,0.243,0.216,11.8,76.5,0.278,0.0874,0.0863,Healthcare,1.0 jena_weather/10T/short,Naive,1650.0,1650.0,10.0,0.364,0.418,0.429,51.2,40.7,0.253,0.0622,0.288,Nature,21.0 jena_weather/D/short,Naive,634.0,634.0,13.1,1.57,1.77,0.485,31.0,25.2,0.152,0.0791,0.211,Nature,21.0 jena_weather/H/short,Naive,2410.0,2410.0,12.3,0.648,1.1,0.479,38.3,49.1,0.301,0.0755,0.308,Nature,21.0 kdd_cup_2018/D/short,Naive,3180.0,3180.0,23.9,1.5,0.589,0.572,24.6,56.4,1.26,0.535,0.675,Nature,1.0 kdd_cup_2018/H/short,Naive,5590.0,5590.0,31.1,1.28,1.35,0.619,14.0,74.8,1.57,0.65,0.562,Nature,1.0 loop_seattle/5T/short,Naive,101.0,101.0,5.65,0.893,0.138,0.12,14.6,10.1,0.173,0.0968,0.116,Transport,1.0 loop_seattle/D/short,Naive,58.7,58.7,5.94,1.73,0.111,0.107,21.8,7.66,0.137,0.106,0.103,Transport,1.0 loop_seattle/H/short,Naive,193.0,193.0,8.0,1.59,0.301,0.161,28.1,13.9,0.246,0.142,0.182,Transport,1.0 m_dense/D/short,Naive,39900.0,39900.0,118.0,1.67,0.253,0.256,23.3,200.0,0.346,0.205,0.227,Transport,1.0 m_dense/H/short,Naive,358000.0,358000.0,343.0,2.71,1.04,0.729,28.5,598.0,1.06,0.609,0.539,Transport,1.0 m4_daily/D/short,Naive,498000.0,498000.0,181.0,3.28,0.0422,0.0305,32.2,705.0,0.109,0.0279,0.0244,Econ/Fin,1.0 m4_hourly/H/short,Naive,57500000.0,57500000.0,1220.0,11.6,0.377,0.43,75.8,7590.0,1.04,0.166,0.136,Econ/Fin,1.0 m4_monthly/M/short,Naive,2500000.0,2500000.0,671.0,1.21,0.19,0.153,12.7,1580.0,0.329,0.14,0.129,Econ/Fin,1.0 m4_quarterly/Q/short,Naive,2270000.0,2270000.0,656.0,1.48,0.132,0.116,13.7,1510.0,0.252,0.11,0.0943,Econ/Fin,1.0 m4_weekly/W/short,Naive,454000.0,454000.0,348.0,2.78,0.0894,0.0916,26.6,673.0,0.123,0.0634,0.0609,Econ/Fin,1.0 m4_yearly/A/short,Naive,4070000.0,4070000.0,1010.0,3.97,0.175,0.164,52.0,2020.0,0.324,0.162,0.137,Econ/Fin,1.0 restaurant/D/short,Naive,274.0,274.0,10.7,1.01,0.944,0.556,20.7,16.6,0.757,0.49,0.674,Sales,1.0 saugeen/D/short,Naive,995.0,995.0,15.4,3.41,0.471,0.424,58.7,31.5,1.02,0.498,0.585,Nature,1.0 saugeen/M/short,Naive,1030.0,1030.0,21.0,1.23,0.731,0.606,19.2,32.0,0.962,0.631,0.768,Nature,1.0 saugeen/W/short,Naive,1800.0,1800.0,24.6,1.99,0.824,0.558,23.3,42.4,1.28,0.741,0.734,Nature,1.0 solar/10T/short,Naive,36.6,36.6,3.3,1.45,2.66,1.41,17.7,6.05,1.76,0.96,0.943,Energy,1.0 solar/D/short,Naive,182000.0,182000.0,295.0,1.16,1.15,0.498,22.4,426.0,0.616,0.426,0.559,Energy,1.0 solar/H/short,Naive,3230.0,3230.0,27.1,2.09,1.0,2.0,33.3,56.8,2.09,1.0,1.33,Energy,1.0 solar/W/short,Naive,2810000.0,2810000.0,1340.0,1.47,0.309,0.253,11.6,1680.0,0.342,0.274,0.21,Energy,1.0 sz_taxi/15T/short,Naive,33.1,33.1,3.94,0.786,1310000000000.0,0.528,22.6,5.76,0.538,0.369,0.661,Transport,1.0 sz_taxi/H/short,Naive,14.1,14.1,2.69,0.835,0.969,0.394,25.4,3.76,0.35,0.25,0.486,Transport,1.0 temperature_rain/D/short,Naive,311.0,311.0,7.89,2.01,97.0,1.33,47.5,17.6,2.07,0.929,1.27,Nature,1.0 us_births/D/short,Naive,2860000.0,2860000.0,1270.0,1.86,0.125,0.123,22.7,1690.0,0.158,0.119,0.12,Healthcare,1.0 us_births/M/short,Naive,261000000.0,261000000.0,13300.0,1.5,0.0409,0.0413,18.1,16200.0,0.0502,0.0412,0.039,Healthcare,1.0 us_births/W/short,Naive,5290000.0,5290000.0,1720.0,1.56,0.0232,0.0232,13.3,2300.0,0.0312,0.0234,0.0193,Healthcare,1.0 bitbrains_fast_storage/5T/medium,Naive,3700000.0,3700000.0,280.0,1.27,4.12,0.45,197.0,1920.0,5.85,0.852,2.05,Web/CloudOps,2.0 bitbrains_rnd/5T/medium,Naive,2450000.0,2450000.0,158.0,4.77,0.575,0.396,390.0,1560.0,6.58,0.664,2.01,Web/CloudOps,2.0 bizitobs_application/10S/medium,Naive,21600000.0,21600000.0,1830.0,6.52,0.0866,0.0889,105.0,4650.0,0.183,0.0719,0.0885,Web/CloudOps,2.0 bizitobs_l2c/5T/medium,Naive,157.0,157.0,8.57,0.826,0.624,0.87,6.33,12.5,0.66,0.451,0.359,Web/CloudOps,7.0 bizitobs_l2c/H/medium,Naive,559.0,559.0,16.5,1.58,1.0,2.0,17.9,23.6,1.43,1.0,0.877,Web/CloudOps,7.0 bizitobs_service/10S/medium,Naive,121000.0,121000.0,96.7,3.71,0.134,0.137,61.1,348.0,0.262,0.0727,0.0953,Web/CloudOps,2.0 electricity/15T/medium,Naive,2930000.0,2930000.0,223.0,3.46,0.404,0.412,54.7,1710.0,2.95,0.385,0.43,Energy,1.0 electricity/H/medium,Naive,70400000.0,70400000.0,969.0,4.09,0.591,0.393,100.0,8390.0,3.27,0.378,0.559,Energy,1.0 ett1/15T/medium,Naive,26.0,26.0,2.79,1.82,1.11,0.617,32.4,5.1,0.971,0.532,0.617,Energy,7.0 ett1/H/medium,Naive,472.0,472.0,12.0,2.03,9730000000000.0,0.65,46.9,21.7,1.04,0.574,0.841,Energy,7.0 ett2/15T/medium,Naive,18.1,18.1,2.9,1.22,0.184,0.21,34.5,4.26,0.227,0.155,0.242,Energy,7.0 ett2/H/medium,Naive,411.0,411.0,13.1,1.43,0.242,0.216,43.7,20.3,0.273,0.177,0.295,Energy,7.0 jena_weather/10T/medium,Naive,3630.0,3630.0,15.9,0.76,0.949,0.58,162.0,60.2,0.37,0.0978,0.882,Nature,21.0 jena_weather/H/medium,Naive,2460.0,2460.0,13.4,0.873,2.04,0.523,119.0,49.6,0.304,0.0821,0.927,Nature,21.0 kdd_cup_2018/H/medium,Naive,5750.0,5750.0,32.5,1.45,1.52,0.706,36.0,75.8,1.59,0.68,1.0,Nature,1.0 loop_seattle/5T/medium,Naive,392.0,392.0,12.9,1.99,0.363,0.299,44.1,19.8,0.352,0.229,0.327,Transport,1.0 loop_seattle/H/medium,Naive,216.0,216.0,8.81,1.78,0.322,0.172,87.8,14.7,0.26,0.156,0.458,Transport,1.0 m_dense/H/medium,Naive,361000.0,361000.0,349.0,2.74,1.18,0.73,88.6,601.0,1.05,0.607,1.2,Transport,1.0 solar/10T/medium,Naive,80.8,80.8,5.94,2.56,2.86,1.64,33.3,8.99,1.99,1.32,1.37,Energy,1.0 solar/H/medium,Naive,3340.0,3340.0,27.8,2.12,1.0,2.0,103.0,57.8,2.08,1.0,2.98,Energy,1.0 sz_taxi/15T/medium,Naive,30.6,30.6,3.97,0.779,10000000000000.0,0.528,70.1,5.53,0.515,0.37,1.94,Transport,1.0 bitbrains_fast_storage/5T/long,Naive,3500000.0,3500000.0,289.0,1.19,1.8,0.51,232.0,1870.0,4.94,0.765,2.12,Web/CloudOps,2.0 bitbrains_rnd/5T/long,Naive,4800000.0,4800000.0,288.0,3.99,5.68,0.43,406.0,2190.0,8.39,1.1,2.36,Web/CloudOps,2.0 bizitobs_application/10S/long,Naive,1370000000.0,1370000000.0,28300.0,38600.0,559.0,1.04,605000.0,37100.0,1.43,1.09,0.983,Web/CloudOps,2.0 bizitobs_l2c/5T/long,Naive,353.0,353.0,13.2,1.25,0.986,1.21,9.78,18.8,1.05,0.743,0.592,Web/CloudOps,7.0 bizitobs_l2c/H/long,Naive,944.0,944.0,27.7,4.15,6.13,1.12,25.6,30.7,1.88,1.69,1.27,Web/CloudOps,7.0 bizitobs_service/10S/long,Naive,209000.0,209000.0,127.0,3.86,0.151,0.159,67.0,457.0,0.339,0.0939,0.119,Web/CloudOps,2.0 electricity/15T/long,Naive,6140000.0,6140000.0,249.0,3.41,0.516,0.384,66.5,2480.0,3.91,0.393,0.478,Energy,1.0 electricity/H/long,Naive,62400000.0,62400000.0,945.0,4.02,0.544,0.389,122.0,7900.0,3.11,0.373,0.668,Energy,1.0 ett1/15T/long,Naive,28.4,28.4,3.04,2.04,1.17,0.68,39.7,5.33,1.02,0.579,0.716,Energy,7.0 ett1/H/long,Naive,444.0,444.0,12.4,2.27,5650000000000.0,0.749,57.3,21.1,1.01,0.592,0.987,Energy,7.0 ett2/15T/long,Naive,16.6,16.6,2.88,1.3,0.2,0.249,42.0,4.07,0.217,0.154,0.283,Energy,7.0 ett2/H/long,Naive,294.0,294.0,11.5,1.32,0.218,0.222,53.5,17.2,0.235,0.157,0.349,Energy,7.0 jena_weather/10T/long,Naive,2740.0,2740.0,13.3,0.753,0.844,0.499,198.0,52.3,0.32,0.0812,1.07,Nature,21.0 jena_weather/H/long,Naive,3730.0,3730.0,17.7,1.47,2.37,0.575,144.0,61.0,0.368,0.107,1.14,Nature,21.0 kdd_cup_2018/H/long,Naive,4180.0,4180.0,25.9,1.18,1.1,0.715,43.8,64.7,1.52,0.607,1.25,Nature,1.0 loop_seattle/5T/long,Naive,214.0,214.0,9.08,1.41,0.342,0.188,54.0,14.6,0.258,0.16,0.361,Transport,1.0 loop_seattle/H/long,Naive,210.0,210.0,8.6,1.75,0.326,0.174,108.0,14.5,0.259,0.154,0.556,Transport,1.0 m_dense/H/long,Naive,396000.0,396000.0,362.0,2.86,1.09,0.77,108.0,629.0,1.09,0.627,1.44,Transport,1.0 solar/10T/long,Naive,94.6,94.6,4.63,2.02,1.0,2.0,40.6,9.72,2.1,1.0,1.55,Energy,1.0 solar/H/long,Naive,3580.0,3580.0,28.8,2.2,1.0,2.0,126.0,59.8,2.07,1.0,3.46,Energy,1.0 sz_taxi/15T/long,Naive,28.5,28.5,3.85,0.742,9280000000000.0,0.535,85.0,5.34,0.494,0.357,2.4,Transport,1.0