PriceForecast/yuanyoudataset/testandpredict_groupby.csv

202 lines
45 KiB
Plaintext
Raw Normal View History

2024-11-19 13:57:43 +08:00
ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model
2024-11-19 14:39:53 +08:00
2024-02-12,81.09699,80.118065,82.5312,78.830246,81.20609,81.31596,81.87593,58.13075,81.471054,78.98866,81.16356,85.06897,80.62958,80.89998,81.97794,79.32763,79.13745,80.37561,81.64631,81.60879,81.51,78.83,82.53,iTransformer,LSTM
2024-02-13,80.90696,79.75565,82.42355,78.88267,81.484215,81.32418,81.40148,58.13075,81.42689,79.35072,81.277016,85.005844,81.255264,81.282585,81.32068,79.35593,79.26213,80.454865,81.54374,81.49485,82.07,78.88,82.42,iTransformer,LSTM
2024-02-14,81.96055,80.89955,82.90113,80.89026,81.89941,82.0937,82.64056,58.130745,81.99249,79.72914,82.04971,85.60896,82.81358,82.008385,82.3613,79.556465,79.40747,81.04402,82.25004,82.066475,80.99,79.41,82.9,StemGNN,LSTM
2024-02-15,81.394485,80.90652,81.967384,80.606895,81.326706,81.47463,82.439575,58.130905,81.1144,79.48416,81.42202,84.74393,81.41547,81.22026,80.76997,80.719696,79.48505,80.33095,81.33796,80.98828,82.16,79.48,82.44,TCN,PatchTST
2024-02-16,82.35453,82.19358,83.00623,78.9332,81.96189,82.44895,83.91349,58.130684,82.192314,79.89515,82.239174,85.79828,82.82507,82.23068,81.87634,80.7377,79.575836,81.213326,82.17762,82.157394,82.74,78.93,83.91,iTransformer,PatchTST
2024-02-19,83.220894,81.94044,83.45028,77.15114,82.38321,83.26811,83.98713,58.13066,82.64717,80.11845,82.57624,86.505,84.236275,82.402954,82.697,81.484856,79.685745,81.61955,82.58616,82.73603,82.73,77.15,84.24,iTransformer,MLP
2024-02-20,83.85198,81.77588,83.41859,77.511406,82.585144,83.284454,83.259476,58.13075,82.633835,80.18838,82.3259,86.59556,84.057106,82.94538,82.41772,81.80768,79.808716,81.756134,82.46075,82.72603,81.5,77.51,84.06,iTransformer,MLP
2024-02-21,82.008156,79.61262,82.38909,77.43483,81.73741,82.4442,81.75687,58.130764,81.65848,79.82939,81.77565,85.44392,82.267784,81.9174,81.98048,80.80618,79.89401,81.30054,81.45779,81.49306,82.11,77.43,82.44,iTransformer,TSMixerx
2024-02-22,82.38452,80.45434,82.954575,76.80465,81.9675,82.126236,82.57315,58.130745,82.256195,79.89753,82.058,85.98175,83.04344,82.42325,81.81196,80.862076,79.94859,82.014305,81.732666,82.089966,82.7,76.8,83.04,iTransformer,MLP
2024-02-23,83.13138,81.318115,83.42461,77.52187,82.61725,82.534195,83.475006,58.13066,82.71272,80.02024,82.328354,86.55083,83.821365,82.74297,83.283966,81.94336,80.056885,83.31657,82.91122,82.67822,80.8,77.52,83.82,iTransformer,MLP
2024-02-26,80.99711,79.89861,81.78578,77.18431,81.69478,81.149796,81.72524,58.130905,81.08319,79.53922,81.26802,84.79049,81.56823,81.17971,80.77438,81.00095,80.14621,81.64097,81.58211,80.82347,81.67,77.18,81.79,iTransformer,LSTM
2024-02-27,81.57769,79.91196,82.61405,77.577896,81.86051,81.55826,82.48917,58.13075,81.91917,79.81005,81.70253,85.43692,82.10485,81.837776,81.92717,82.11275,80.263695,81.632385,82.282745,81.56546,82.66,77.58,85.44,iTransformer,DilatedRNN
2024-02-28,81.60091,81.15919,83.4065,77.26666,82.33733,81.9844,82.80101,58.13066,82.68584,80.13033,82.03358,86.4413,81.657745,82.20095,82.90221,82.98348,80.42472,81.74806,82.72965,82.12563,82.15,77.27,83.41,iTransformer,LSTM
2024-02-29,80.989204,81.28261,82.940735,77.14268,82.18412,81.24058,82.20548,58.130745,82.19153,80.060394,82.11038,86.02956,81.23672,81.865585,82.64897,83.0227,80.53279,81.60222,82.528076,82.12542,81.91,77.14,83.02,iTransformer,TFT
2024-03-01,78.62668,81.898285,82.75866,77.036285,81.838776,81.65603,81.72645,58.130753,82.044586,80.14813,81.91775,85.7504,78.85717,81.99693,82.12596,83.00257,80.644005,80.52687,81.92804,81.80461,83.55,77.04,85.75,iTransformer,DilatedRNN
2024-03-04,81.17465,84.04291,84.131714,78.466034,83.008965,83.04177,83.32757,58.130615,83.42232,80.68468,82.96361,87.32137,82.425125,83.60503,83.08276,83.96648,80.792984,82.993416,83.14326,83.53685,82.8,78.47,84.13,iTransformer,LSTM
2024-03-05,82.08156,83.91279,83.45227,78.95524,83.00828,82.9889,82.95262,58.130764,82.735535,80.52677,83.18489,86.75749,82.7122,82.8788,82.90367,83.725365,80.94588,82.491264,83.06198,82.80067,82.04,78.96,83.91,iTransformer,Informer
2024-03-06,81.60728,83.58935,82.84482,78.84542,82.65389,82.53526,82.34805,58.13076,82.17651,80.38552,82.92478,86.005455,82.58941,82.926186,81.97719,82.91899,81.056244,82.78791,82.721565,82.04273,82.96,78.85,83.59,iTransformer,Informer
2024-03-07,82.67337,84.40881,83.643776,79.106964,83.188484,83.53329,83.40548,58.130657,83.000755,80.60248,83.44723,86.84851,83.520004,83.109535,83.29709,83.46249,81.201584,82.960365,83.40194,82.9563,82.96,79.11,84.41,iTransformer,Informer
2024-03-08,83.239174,84.206474,83.613464,79.739334,83.41602,83.59431,83.97723,58.130737,82.945526,80.4953,83.65675,86.93549,83.892525,83.27994,83.3833,83.34392,81.33606,83.467804,83.6442,82.959755,82.08,79.74,84.21,iTransformer,Informer
2024-03-11,83.375114,83.31426,82.8764,79.741196,82.62155,82.38143,83.16504,58.13076,82.21826,80.28958,82.99556,86.10219,83.60455,83.0351,82.51419,82.07119,81.42909,83.28785,82.91512,82.08041,82.21,79.74,83.6,iTransformer,MLP
2024-03-12,82.28158,83.23372,83.01938,79.71996,82.36397,82.31255,82.302605,58.13071,82.38357,80.304016,82.63925,86.194725,82.495735,83.229454,82.6198,81.526184,81.52555,82.4559,82.35011,82.09021,81.92,79.72,83.23,iTransformer,Informer
2024-03-13,81.217834,82.49346,82.77394,79.65055,82.018295,81.987305,81.88292,58.130753,82.12118,80.106766,82.39846,85.950134,82.35999,82.6354,82.40068,80.523865,81.61025,82.188965,82.30885,81.82065,84.03,79.65,85.95,iTransformer,DilatedRNN
2024-03-14,83.4976,83.91718,84.52933,80.61095,83.32255,83.887245,83.59425,58.130474,83.84304,80.85098,83.512405,87.808975,84.253136,83.05762,83.78973,82.13103,81.76547,83.331924,83.487274,84.02209,85.42,80.61,87.81,iTransformer,DilatedRNN
2024-03-15,85.57974,85.5949,85.612625,81.36924,84.6156,85.52028,85.431114,58.130653,84.847916,81.532364,84.69533,89.12791,85.4473,84.53208,84.83711,83.79476,81.96202,84.85304,85.0174,85.41863,85.34,81.37,85.61,iTransformer,LSTM
2024-03-18,84.84751,85.12431,85.5043,81.508385,85.121025,85.685455,85.274605,58.130627,84.76371,81.886406,84.81863,89.21769,85.47958,85.08678,85.27111,84.526405,82.15484,85.23982,85.33847,85.339,86.89,81.51,89.22,iTransformer,DilatedRNN
2024-03-19,86.84517,86.76628,86.76415,82.20241,86.29741,87.02936,86.506004,58.13038,86.06345,82.74137,85.81481,90.53174,86.880516,85.91786,86.84709,85.793884,82.392334,86.843025,86.70357,86.87472,87.38,82.2,90.53,iTransformer,DilatedRNN
2024-03-20,88.26332,87.738846,87.13251,83.03829,86.9657,87.26644,87.50277,58.13038,86.43905,83.12364,86.514305,91.15885,88.48259,87.157005,87.06163,87.56326,82.6497,83.76902,87.256935,87.31615,85.38,82.65,88.48,StemGNN,MLP
2024-03-21,86.71842,86.06609,85.51032,82.00536,85.83707,85.58048,86.108894,58.130646,84.9692,82.64556,85.395805,89.66861,85.5509,85.77597,85.61583,85.76717,82.80815,82.62402,85.82037,85.380646,85.24,82.01,86.72,iTransformer,NHITS
2024-03-22,85.69321,85.74779,85.467094,81.592705,85.47985,85.4079,85.53121,58.13064,85.05882,82.55285,85.31234,89.50905,85.21892,85.563324,85.30567,85.471176,82.916306,82.254456,85.36136,85.2282,84.83,81.59,85.75,iTransformer,Informer
2024-03-25,84.675415,86.68069,85.136246,81.52292,85.19808,84.70187,84.71129,58.13063,84.743965,82.214676,85.15839,89.20677,85.831985,85.42414,84.76426,85.63735,82.98671,81.75914,85.11124,84.829956,86.08,81.52,86.68,iTransformer,Informer
2024-03-26,86.61417,87.2915,86.16629,81.651924,85.82845,85.9173,85.89207,58.130478,85.696976,82.53472,85.653015,90.28257,86.63977,85.642395,86.07838,85.87231,83.12725,82.18185,86.01653,86.076,85.63,81.65,87.29,iTransformer,Informer
2024-03-27,84.81355,87.06883,85.76651,81.8828,85.926956,86.135216,85.52413,58.13062,85.27345,82.41191,85.52237,89.93456,86.037735,85.63365,85.923134,85.5855,83.23314,82.312904,85.85504,85.627144,85.41,81.88,87.07,iTransformer,Informer
2024-03-28,85.27996,86.095375,85.59466,82.754005,85.808426,86.1825,85.40533,58.130627,85.13709,82.470024,85.50067,89.736595,84.9731,85.875984,86.08735,85.607704,83.3676,82.39067,85.9822,85.39822,87.0,82.39,89.74,MLPMultivariate,DilatedRNN
2024-04-01,86.27292,87.66372,86.88196,83.40773,86.7017,86.77072,86.920044,58.13038,86.37897,83.00346,86.16765,91.04615,86.33951,86.84237,87.2278,87.26161,83.583084,83.35376,87.10562,86.94294,87.42,83.0,87.66,TCN,Informer
2024-04-02,87.51315,87.298706,87.182755,84.06453,87.34777,86.747185,87.3316,58.130394,86.61774,83.27478,86.62906,91.51934,87.984535,87.61649,87.46109,87.745476,83.81726,82.79326,87.51212,87.41696,88.92,82.79,91.52,MLPMultivariate,DilatedRNN
2024-04-03,88.040054,88.634384,88.36422,85.251144,88.52656,88.698105,88.99533,58.130234,87.76581,84.14532,87.92441,92.7827,89.024994,88.36524,89.144646,88.472755,84.10257,84.19524,89.13229,88.9185,89.35,84.1,92.78,StemGNN,DilatedRNN
2024-04-04,88.43228,89.84895,88.68942,86.10128,89.1897,88.64509,89.47748,58.13024,88.0827,84.58403,88.54736,93.3114,89.55411,88.55725,89.05069,88.777374,84.393105,84.13185,89.629005,89.34897,90.65,84.13,93.31,MLPMultivariate,DilatedRNN
2024-04-05,89.6533,90.78332,89.71775,87.154915,90.134705,89.63011,90.803986,58.130295,89.09836,85.4494,89.68291,94.5144,90.14125,90.22805,90.51475,89.47542,84.728065,84.716934,90.72113,90.64716,91.17,84.72,94.51,MLPMultivariate,DilatedRNN
2024-04-08,90.47513,91.81299,90.12691,87.418045,90.70514,91.00984,91.57725,58.130314,89.50678,85.927055,90.48613,95.1238,91.58237,90.71411,91.38837,90.0105,85.0482,85.32539,91.23073,91.16705,90.38,85.05,91.81,StemGNN,Informer
2024-04-09,89.879524,91.77437,89.51912,86.18351,90.40328,90.4286,91.00063,58.130302,89.00824,85.8335,90.01723,94.7804,90.44383,90.51825,90.59459,89.946106,85.31319,85.720314,90.61536,90.377686,89.42,85.31,91.77,StemGNN,Informer
2024-04-10,89.2436,91.12324,88.78812,85.74557,89.77705,90.16791,90.08827,58.130264,88.45104,85.546165,89.434746,94.08393,89.87482,90.25989,89.58024,88.95845,85.53378,86.11097,89.57866,89.41768,90.48,85.53,91.12,StemGNN,Informer
2024-04-11,90.781364,91.52815,89.64428,87.76355,90.36115,90.24052,91.03251,58.130287,89.31346,85.77722,90.18635,94.9861,92.169624,90.6358,90.206604,89.665,85.7819,88.60041,90.41652,90.468,89.74,85.78,92.17,TCN,MLP
2024-04-12,90.951126,91.36348,89.04936,88.756035,90.09327,89.98639,90.376366,58.130356,88.70666,85.475845,89.81732,94.4785,90.807304,90.44762,89.86668,89.27201,86.01212,86.93254,90.26862,89.73159,90.45,85.48,91.36,TCN,Informer
2024-04-15,90.511116,91.39949,89.61545,89.53321,90.63941,90.71265,90.97253,58.130287,89.28016,85.774826,90.01686,95.047455,90.52423,90.60008,90.612755,89.721504,86.24624,86.06704,90.789215,90.437416,90.1,85.77,91.4,TCN,Informer
2024-04-16,90.783806,90.74486,89.33275,89.311966,90.55771,90.57121,90.4037,58.130444,88.99916,85.68278,90.0203,94.78308,90.40961,90.04571,90.639404,89.69619,86.45199,86.40664,90.832016,90.089,90.02,85.68,90.83,TCN,TiDE
2024-04-17,91.21488,90.45032,89.27289,89.47952,90.22549,89.7973,89.93136,58.13038,88.96623,85.73186,89.59994,94.76961,89.92433,90.81925,90.511024,89.74811,86.6511,86.301216,90.5731,89.90981,87.29,85.73,91.21,TCN,NHITS
2024-04-18,88.46362,87.258316,87.095215,87.728455,88.18956,87.73898,87.55032,58.13053,86.94155,84.788864,87.915504,92.48768,86.79974,88.68798,88.239265,87.541275,86.77724,83.85025,88.29038,87.34933,87.11,83.85,88.69,MLPMultivariate,DLinear
2024-04-19,86.485855,87.3634,87.00602,86.13325,87.53129,87.47366,87.121895,58.13047,86.936714,84.55176,87.28961,92.18107,86.418076,88.0085,87.78151,87.668175,86.886955,84.4173,87.61063,87.21851,87.29,84.42,88.01,MLPMultivariate,DLinear
2024-04-22,87.3869,87.259415,87.14449,86.78597,87.51036,87.305405,87.67197,58.130394,86.98472,84.30088,87.50282,92.15377,87.98215,87.96033,87.44694,87.830055,86.99072,85.01671,87.905556,87.964905,87.0,84.3,87.98,TCN,MLP
2024-04-23,88.01165,87.830505,86.891365,88.97272,87.29105,87.29329,87.37919,58.130478,86.65175,84.1702,87.17774,91.8904,87.32891,87.17514,86.777756,87.93343,87.109856,86.2211,87.43764,87.54131,87.39,84.17,88.97,TCN,iTransformer
2024-04-24,87.66962,87.96885,87.196625,89.83046,87.60384,87.35172,88.01162,58.13038,86.90894,84.344894,87.675735,92.03332,87.028915,87.89327,87.583374,87.757454,87.22641,86.79253,88.03076,87.46646,87.04,84.34,89.83,TCN,iTransformer
2024-04-25,87.202644,88.90096,86.901695,90.10374,87.48208,87.02125,87.61432,58.130512,86.58431,84.220024,87.40177,91.74453,87.58264,87.96882,87.78038,87.544815,87.31764,87.41412,87.7242,87.29503,87.77,84.22,90.1,TCN,iTransformer
2024-04-26,88.5612,89.33908,87.4865,91.21699,87.8741,88.021614,88.13758,58.130367,87.129684,84.43815,88.00005,92.25745,88.38412,88.02251,87.879005,87.50945,87.43391,87.84215,87.99612,88.07607,88.21,84.44,91.22,TCN,iTransformer
2024-04-29,87.03307,89.37786,87.82179,92.88697,88.25332,88.13512,88.26522,58.13037,87.40943,84.62499,88.47458,92.63707,88.5943,88.99493,88.37923,87.92029,87.56253,88.55947,88.36047,88.14559,87.2,84.62,92.64,TCN,DilatedRNN
2024-04-30,86.198425,88.55752,87.00589,91.06434,87.75018,87.586815,87.40553,58.13047,86.62804,84.36119,87.77124,91.84555,87.41087,88.25726,87.452385,87.622246,87.638794,88.11209,87.79982,87.821884,86.33,84.36,91.06,TCN,iTransformer
2024-05-01,87.31055,87.44497,86.3342,89.63636,87.041145,86.944305,87.09136,58.130486,86.048935,84.072815,86.95358,91.040695,87.98376,87.65037,86.60041,87.41861,87.70219,87.46267,87.14134,88.02115,83.44,87.14,89.64,TiDE,iTransformer
2024-05-02,84.76334,83.0873,83.95518,88.039635,84.69995,83.07012,84.41227,58.13076,83.81651,82.95415,85.08274,88.42058,85.839836,85.679245,84.0165,84.67581,87.71852,85.30024,84.68951,83.760185,83.67,82.95,88.04,TCN,iTransformer
2024-05-03,85.36454,84.07273,84.239876,87.68475,83.956436,82.63423,84.088715,58.130478,84.0728,82.5667,84.684044,88.38997,84.45435,84.584656,84.37001,84.591644,87.72793,84.993164,84.170876,83.493866,82.96,82.57,87.73,TCN,StemGNN
2024-05-06,83.98934,85.57552,83.63305,86.53336,83.45757,81.95235,82.82994,58.130753,83.36473,81.90501,84.195755,87.64358,83.22746,83.766716,83.58751,84.276215,87.72793,84.20848,83.49038,84.91338,83.33,81.91,87.64,TCN,DilatedRNN
2024-05-07,83.61556,87.01607,83.950195,86.874535,83.510216,81.22189,83.20455,58.130665,83.57193,81.83275,84.04245,87.827126,83.49451,84.13243,83.26357,84.37749,87.74163,84.7254,83.49882,84.577126,83.16,81.22,87.74,TSMixerx,StemGNN
2024-05-08,83.11651,86.070045,83.78469,87.65568,83.36282,82.83061,83.484924,58.130657,83.33789,81.68524,83.69177,87.52955,83.83074,84.204445,83.10314,84.29924,87.75162,85.303185,83.27228,83.764206,83.58,81.69,87.66,TCN,iTransformer
2024-05-09,82.63235,86.93591,84.13157,88.15346,83.5418,83.04177,83.67222,58.130615,83.626884,81.81206,84.11383,87.835075,83.78984,84.21187,83.39415,84.45261,87.76869,86.06794,83.638145,83.556046,83.88,81.81,87.84,TCN,DilatedRNN
2024-05-10,82.95347,86.541214,84.36325,88.31689,84.00785,84.340515,83.879654,58.130466,83.81847,81.90881,84.26944,87.996925,83.308044,83.57084,84.47489,84.49684,87.76655,86.40591,84.10722,83.73671,82.79,81.91,88.0,TCN,DilatedRNN
2024-05-13,83.20708,86.33391,83.44244,87.4096,83.442085,83.18817,82.85696,58.13075,82.90052,81.5562,83.91625,87.020256,82.861465,82.94508,82.67983,83.69517,87.726845,84.92459,83.32173,83.829926,83.36,81.56,87.41,TCN,iTransformer
2024-05-14,84.44593,85.90222,83.95689,87.2975,83.616585,83.53778,83.31363,58.13065,83.42152,81.67665,83.9365,87.432724,84.513565,83.77567,83.35736,83.92206,87.694405,85.34291,83.509445,84.16915,82.38,81.68,87.43,TCN,DilatedRNN
2024-05-15,83.11032,83.6045,83.12131,86.25887,83.11334,83.3141,82.79075,58.13071,82.56685,81.27974,83.685905,86.56724,83.92246,82.875305,82.82163,83.66138,87.61394,84.71997,82.81976,83.88123,82.75,81.28,86.57,TCN,DilatedRNN
2024-05-16,83.37043,83.981895,83.46296,86.75048,83.17725,83.26602,83.070175,58.13075,82.89434,81.26574,83.61349,86.83102,84.582504,83.2371,82.90911,83.72218,87.52223,85.064835,83.17218,83.33568,83.27,81.27,86.83,TCN,DilatedRNN
2024-05-17,82.36121,84.32164,83.88268,87.33444,83.491974,83.766045,83.16149,58.130665,83.28349,81.37779,83.38379,87.29414,83.06255,83.2032,83.503075,83.743126,87.484505,85.16616,83.262146,83.30392,83.98,81.38,87.33,TCN,iTransformer
2024-05-20,83.39922,84.4308,84.44983,88.61546,83.97745,84.168365,83.621185,58.130474,83.81245,81.57219,83.627914,87.982704,82.8362,84.096924,83.720146,84.04484,87.4606,85.34442,83.91796,82.898384,83.71,81.57,87.98,TCN,DilatedRNN
2024-05-21,83.846756,84.63142,84.202034,88.469315,83.974266,84.321724,83.42603,58.130478,83.57529,81.576515,83.780815,87.76172,83.04856,83.919365,83.89805,83.55619,87.44037,84.6426,83.72404,83.656456,82.88,81.58,87.76,TCN,DilatedRNN
2024-05-22,83.07376,84.07939,83.5192,88.09732,83.494545,83.905846,82.792496,58.130753,82.939606,81.26673,83.72394,87.02642,81.73212,83.783516,83.08803,82.68767,87.37965,84.15649,83.09963,83.612236,81.9,81.27,87.38,TCN,StemGNN
2024-05-23,82.26481,83.032104,82.73549,86.9468,82.78342,83.19353,82.42208,58.130753,82.18272,80.83892,83.48185,86.04578,82.70337,82.655365,82.38704,81.88137,87.31518,83.3344,82.52022,83.73983,81.36,80.84,86.95,TCN,iTransformer
2024-05-24,81.526375,81.430756,82.31959,85.48486,82.17605,82.26492,81.84103,58.130756,81.75132,80.3932,83.12168,85.44627,81.68101,81.71455,81.83027,81.318924,87.247406,82.06201,82.03752,82.90706,81.84,80.39,85.48,TCN,iTransformer
2024-05-27,81.62064,81.44646,82.74383,84.86347,82.24494,82.46976,82.365524,58.130753,82.122955,80.34369,83.115486,85.83382,82.22859,81.98585,81.919174,81.24749,87.14351,81.82272,82.414185,82.01118,82.88,80.34,85.83,TCN,DilatedRNN
2024-05-28,82.553444,82.14369,83.587074,85.343796,83.01783,83.56703,82.61456,58.13067,82.911804,80.656166,83.26804,86.78669,81.81732,82.521736,83.01671,82.17282,87.04125,82.417114,82.92293,81.825806,83.94,80.66,86.79,TCN,DilatedRNN
2024-05-29,83.92211,83.23132,84.42389,86.908394,83.66653,84.16163,83.84195,58.130466,83.708595,81.109695,83.57648,87.76923,83.91737,83.2475,83.9359,84.21521,86.9103,84.522064,83.86255,82.94713,83.43,81.11,86.91,TCN,iTransformer
2024-05-30,83.22121,81.995674,83.96237,86.48446,83.51223,83.695335,82.97509,58.13067,83.26761,81.16444,82.985664,87.378685,83.42621,83.10239,83.46412,83.39009,86.753006,83.930244,83.08876,83.33158,81.88,81.16,86.75,TCN,StemGNN
2024-05-31,81.9135,80.53187,82.6863,85.59343,82.392,82.71705,82.06444,58.13077,82.063736,80.78583,81.94531,85.94165,82.97619,82.09646,82.32506,81.785095,86.51841,82.619865,82.08705,82.998795,81.11,80.53,85.94,Informer,DilatedRNN
2024-06-03,80.4335,79.80973,82.097534,85.05131,81.67046,82.18641,81.086,58.13089,81.514015,80.31682,81.28414,85.13909,80.660706,81.75999,81.280334,81.38253,86.24588,80.82352,81.22248,82.63063,78.36,81.22,85.14,TiDE,DilatedRNN
2024-06-04,77.877304,78.09771,79.67574,83.10466,79.801285,79.67683,79.10076,58.131203,79.15059,79.293564,80.25272,82.404434,77.70849,79.54784,78.66604,80.054436,85.970474,77.84507,79.2988,81.87789,77.52,79.3,83.1,TiDE,iTransformer
2024-06-05,77.170784,77.93823,79.00555,80.044174,78.75527,77.75983,79.174164,58.13115,78.454056,78.54404,80.01166,81.33566,77.45787,78.64268,77.66976,79.49531,85.7163,76.38957,78.37562,81.1559,78.41,76.39,81.34,MLPMultivariate,DilatedRNN
2024-06-06,78.01007,78.76632,79.91186,78.651405,79.17874,78.94971,79.369064,58.131123,79.127686,78.405426,80.3506,82.1276,77.58584,78.449524,78.80618,79.68482,85.41691,77.42686,78.9217,78.69572,79.87,77.43,82.13,MLPMultivariate,DilatedRNN
2024-06-07,79.56752,79.59626,81.17441,80.026825,80.0491,80.30841,80.129944,58.13091,80.22503,78.62987,80.49947,83.53347,79.595406,79.466125,80.291,80.15123,85.15544,80.0442,80.16768,78.79186,79.62,78.63,83.53,TCN,DilatedRNN
2024-06-10,79.92081,79.43946,80.874435,80.047905,79.96825,80.40407,79.517494,58.130936,79.89576,78.66171,80.3254,83.26482,80.27988,79.69146,79.863495,79.83549,84.85381,80.16927,79.70817,79.201706,81.63,78.66,83.26,TCN,DilatedRNN
2024-06-11,81.34169,80.39949,82.606476,80.850815,80.953026,81.84518,81.42687,58.130672,81.61482,79.44101,80.741745,85.09713,81.1941,81.26208,81.75747,81.15995,84.591225,81.38192,80.88735,80.24997,81.92,79.44,84.59,TCN,StemGNN
2024-06-12,81.45616,80.77234,82.772255,81.706055,81.580505,82.15845,81.79154,58.13076,81.80878,79.70672,80.951805,85.49362,81.74815,81.53074,82.00947,81.69018,84.32963,82.00356,81.47824,81.29964,82.6,79.71,84.33,TCN,StemGNN
2024-06-13,81.584755,81.71049,83.32446,82.2702,82.24536,82.17543,82.32789,58.13066,82.4136,80.16844,81.63808,86.1687,82.048035,81.59966,82.26127,82.206406,84.1893,82.12846,82.2808,82.4752,82.75,80.17,84.19,TCN,StemGNN
2024-06-14,81.17817,81.2634,83.43011,82.233315,82.63896,82.400894,82.52832,58.13075,82.58527,80.41608,82.0586,86.39446,82.59352,82.18963,82.42359,82.58825,84.05689,82.67959,82.71957,82.81963,82.62,80.42,84.06,TCN,StemGNN
2024-06-17,82.194824,80.99824,83.32249,82.5681,82.74877,82.40035,82.63162,58.13074,82.53567,80.517456,82.31462,86.389244,82.68909,82.33457,82.4414,82.02751,83.91215,82.868866,82.88414,82.694145,84.25,80.52,86.39,TCN,DilatedRNN
2024-06-18,84.1066,82.18824,84.6829,83.24517,83.65823,83.38511,84.20102,58.130527,83.9261,81.15783,83.456276,87.90219,83.9366,83.2678,84.2526,85.63651,83.81918,84.32584,84.11691,82.47684,85.33,81.16,85.64,TCN,TFT
2024-06-19,85.198074,83.46372,85.53107,83.36854,84.712555,84.811935,85.0074,58.130684,84.74727,81.65993,84.383766,89.03386,85.109146,84.583916,84.90069,85.93199,83.743195,84.97533,84.56205,84.20318,85.07,81.66,85.93,TCN,TFT
2024-06-20,85.43831,83.93752,85.28604,82.795166,84.73505,85.840515,84.710754,58.13064,84.55873,81.80355,84.63799,88.98615,85.77277,84.741005,85.068115,85.88166,83.67162,85.30823,84.59551,84.98518,85.71,81.8,85.88,TCN,TFT
2024-06-21,85.45052,84.18198,85.82993,82.55492,85.13359,86.7351,84.69902,58.130627,85.168304,82.13579,85.04932,89.59883,85.83995,85.0993,85.18237,85.723045,83.59023,85.06041,84.726944,85.69415,84.33,82.14,86.74,TCN,TSMixerx
2024-06-24,84.12872,82.57533,84.6743,82.463394,84.547264,85.877205,83.89701,58.130543,84.123375,81.65281,84.64904,88.52342,84.34727,84.62529,84.24789,83.53363,83.43969,84.04614,84.22514,84.323204,85.15,81.65,85.88,TCN,TSMixerx
2024-06-25,85.59873,84.4769,85.406296,82.66106,84.99716,86.420006,85.02169,58.130627,84.88346,81.92763,85.316986,89.20872,85.73736,84.40825,85.293304,84.46992,83.35851,84.43349,85.05536,85.12739,84.22,81.93,86.42,TCN,TSMixerx
2024-06-26,85.146774,83.707146,84.611694,82.990685,84.94117,85.47998,84.35928,58.130535,84.125595,81.50024,84.875435,88.434,85.07872,83.772606,84.50641,83.530266,83.28157,84.350296,84.83123,84.867805,84.47,81.5,85.48,TCN,TSMixerx
2024-06-27,84.27316,83.84165,84.8483,83.07403,84.80106,85.165344,84.466484,58.130634,84.36612,81.655716,84.82823,88.62665,84.017876,84.15781,84.82868,84.08792,83.31323,84.18369,85.031746,84.15588,85.26,81.66,88.63,TCN,DilatedRNN
2024-06-28,84.20325,83.1766,85.4958,83.463936,85.24018,85.20797,85.72819,58.130627,84.97026,81.919,85.071106,89.30397,83.769035,84.81815,85.54443,84.63481,83.36534,84.47471,85.4949,84.0554,85.0,81.92,85.73,TCN,PatchTST
2024-07-01,84.38942,83.042305,85.25559,82.83839,84.99649,85.08428,84.92349,58.13064,84.71872,81.94589,84.82824,89.1958,84.088806,85.12804,85.47562,84.60169,83.42719,84.22854,85.22133,84.71021,86.6,81.95,89.2,TCN,DilatedRNN
2024-07-02,85.26227,83.729065,86.56026,83.53411,85.97461,86.18031,85.81075,58.130333,85.987434,82.67663,85.695496,90.50713,84.99357,85.95359,86.53745,85.86557,83.5385,84.83906,86.16029,86.5047,86.24,82.68,86.56,TCN,LSTM
2024-07-03,85.09438,84.31016,86.235306,83.917114,86.1256,85.78826,85.86703,58.130478,85.66313,82.691864,85.9245,90.38139,85.11845,85.58627,86.05595,85.347725,83.63796,85.11215,86.1685,86.23996,87.34,82.69,90.38,TCN,DilatedRNN
2024-07-04,84.97582,86.63901,87.126144,84.96498,86.96998,87.44843,86.78422,58.130394,86.56166,83.32187,86.91319,91.336105,85.79566,87.07266,86.9516,85.415215,83.768135,85.92305,87.12548,87.33873,87.43,83.32,87.45,TCN,TSMixerx
2024-07-05,86.972404,88.320206,87.18332,86.40558,87.580536,88.05786,87.781296,58.130394,86.63013,83.497894,87.821,91.51018,87.69785,87.080864,87.67906,85.501045,83.89081,87.10166,87.79861,87.428444,86.54,83.5,88.32,TCN,Informer
2024-07-08,87.46363,86.671844,86.47364,86.72721,87.183426,87.63651,87.41662,58.13047,86.00105,83.29529,87.73111,90.90715,88.39733,86.9448,86.88903,85.02818,84.00459,87.06632,87.40704,86.53981,85.75,83.3,88.4,TCN,MLP
2024-07-09,86.75497,86.35805,85.86633,86.20517,86.46173,86.268524,86.88972,58.130627,85.49846,83.02488,87.19787,90.19586,86.89016,86.81067,86.33312,86.42595,84.07528,86.397606,86.61607,85.74998,84.66,83.02,87.2,TCN,BiTCN
2024-07-10,85.939514,84.35692,84.98738,85.08,85.304436,85.34798,85.83846,58.13064,84.685745,82.41825,86.09409,89.27997,85.40324,85.82635,85.21326,86.01949,84.13395,85.99832,85.409,84.66295,85.08,82.42,86.09,TCN,BiTCN
2024-07-11,85.32305,84.95287,85.36662,84.21407,85.09955,85.40769,85.30563,58.13064,85.02738,82.40193,85.77058,89.55529,85.34364,85.91329,85.358086,86.120995,84.196625,85.35208,85.34006,85.07894,85.4,82.4,86.12,TCN,TFT
2024-07-12,86.594444,85.58195,85.61278,83.85604,85.25998,85.43975,85.28286,58.130684,85.19797,82.35498,85.704544,89.81578,86.410965,85.6585,85.541824,85.92681,84.25656,85.56249,85.286026,85.39931,85.03,82.35,86.59,TCN,NHITS
2024-07-15,85.25333,84.559715,85.28943,83.29235,85.01035,85.16207,84.63729,58.13064,84.85526,82.33297,85.39776,89.47339,85.42991,85.05181,84.84416,85.05519,84.28656,84.103004,85.04161,85.01659,84.85,82.33,85.43,TCN,MLP
2024-07-16,85.581055,84.684586,85.14712,83.56766,84.83586,85.28128,85.02246,58.13063,84.72424,82.3165,85.05049,89.219055,85.40841,85.30491,85.20655,83.958725,84.31814,84.557365,85.044846,84.73729,83.73,82.32,85.58,TCN,NHITS
2024-07-17,83.26488,83.83787,84.21524,83.48716,84.04547,84.68309,84.02541,58.130436,83.83152,81.877396,84.13316,88.193535,83.65666,84.26838,84.14342,83.310486,84.338776,83.88283,84.27682,83.96692,85.08,81.88,88.19,TCN,DilatedRNN
2024-07-18,85.028305,85.38248,85.370834,84.05084,84.99272,84.999695,85.86391,58.13064,84.91962,82.265854,85.183495,89.2589,84.73257,85.06393,85.27163,83.88173,84.41743,85.13287,85.15438,84.9454,85.11,82.27,85.86,TCN,PatchTST
2024-07-19,86.07371,84.99513,85.35555,84.75289,85.17261,85.068565,85.91323,58.13064,84.84445,82.21628,85.31504,89.32445,85.83706,85.199974,85.028786,83.21119,84.50582,85.87213,85.460754,85.13955,82.63,82.22,86.07,TCN,NHITS
2024-07-22,84.2423,80.23279,83.27548,83.25009,83.51433,82.32991,82.96083,58.130756,82.84114,81.67216,83.16207,87.111145,83.72872,83.82309,82.60261,82.30919,84.52155,83.91118,83.32939,82.29305,82.4,80.23,84.52,Informer,StemGNN
2024-07-23,83.85506,81.43357,83.17723,80.19063,82.751,81.02482,82.70275,58.130676,82.788025,81.38361,82.48365,86.67387,82.59331,83.43405,82.80075,82.25007,84.51133,82.73848,82.8987,80.619316,81.01,80.19,84.51,iTransformer,StemGNN
2024-07-24,81.15519,79.468575,82.00581,79.36418,81.621414,79.682594,81.66762,58.130905,81.56165,80.6927,81.45128,85.36018,80.79667,82.25903,81.64601,81.72363,84.45007,81.54446,81.56163,80.02658,80.82,79.36,84.45,iTransformer,StemGNN
2024-07-25,79.094955,80.98319,81.8961,79.27439,81.2306,79.41645,81.11574,58.130898,81.36298,80.261475,81.03996,85.005844,80.60555,81.24922,81.12979,81.7953,84.39781,81.08628,81.07085,81.11879,81.39,79.09,84.4,NHITS,StemGNN
2024-07-26,80.561874,80.763435,82.3905,84.26733,81.63603,80.63084,81.95529,58.13074,81.76275,80.20428,81.730835,85.45216,81.57079,81.95526,81.34341,82.23079,84.38871,81.75726,81.45839,82.27315,80.28,80.2,84.39,TCN,StemGNN
2024-07-29,80.88922,82.367035,81.39794,84.27843,81.18691,81.05879,81.208374,58.130936,80.71293,79.81662,81.53697,84.37283,80.932655,81.55997,80.66734,81.51256,84.37582,81.271126,80.96923,81.38338,79.05,80.97,84.37,TiDE,DilatedRNN
2024-07-30,80.53855,82.78259,80.347275,84.170265,80.1187,80.81275,80.69375,58.13095,79.65842,79.32463,81.26855,82.96186,80.95456,80.92985,79.70625,80.93787,84.381966,81.20821,80.16521,81.38692,78.07,80.17,84.17,TiDE,iTransformer
2024-07-31,78.886665,82.59933,79.50083,84.332596,78.985374,79.62567,79.15933,58.13121,78.81336,78.75885,80.64563,81.85826,79.2133,79.60657,78.74072,80.70843,84.38505,79.84809,78.96662,80.56504,80.84,78.74,84.33,NLinear,iTransformer
2024-08-01,80.059456,82.35948,82.01684,85.04239,80.49565,81.19669,81.08901,58.130867,81.12895,79.35926,81.15933,84.433334,79.78508,80.40431,81.167534,81.86407,84.41242,80.52686,80.82931,79.96703,79.52,79.36,84.43,TCN,DilatedRNN
2024-08-02,79.33616,82.12691,80.74082,85.23101,80.145065,80.16144,80.00544,58.131035,79.844055,78.94162,80.90093,83.31812,79.979614,79.86409,79.59072,81.14614,84.4085,80.37401,80.1408,78.9965,76.81,79.0,84.41,DeepNPTS,StemGNN
2024-08-05,77.19432,79.332855,78.190384,84.70627,77.982056,78.10848,77.42819,58.13119,77.546844,78.33023,78.83582,80.442566,77.72356,78.72896,76.865555,79.72288,84.389534,77.08345,77.570206,80.138626,76.3,77.57,84.39,TiDE,StemGNN
2024-08-06,75.821526,78.35598,77.82909,84.631744,76.909164,77.737816,76.735886,58.131256,77.196785,77.77751,77.83023,79.72291,77.26544,78.06067,77.07749,79.0725,84.3322,76.223366,76.795525,79.74943,76.48,75.82,84.33,NHITS,StemGNN
2024-08-07,76.29461,79.28592,78.056335,84.37461,76.81524,76.97122,76.49925,58.13103,77.287544,77.37215,77.20617,79.94322,77.01949,76.646484,76.84837,78.72849,84.262024,75.449036,76.716125,77.614265,78.33,75.45,84.26,MLPMultivariate,StemGNN
2024-08-08,77.69932,79.11149,79.87966,84.727066,78.183174,78.1521,77.95238,58.131107,78.78299,77.643616,77.76799,81.67849,77.63575,77.44099,78.21056,79.19943,84.18799,75.794174,78.14806,77.503296,79.16,75.79,84.19,MLPMultivariate,StemGNN
2024-08-09,77.74248,78.61947,80.53791,84.54266,79.22547,79.313515,78.502014,58.13085,79.38818,77.98833,78.7466,82.568855,77.15433,79.069725,78.28205,79.140656,84.1193,75.968765,78.94546,77.95649,79.66,75.97,84.12,MLPMultivariate,StemGNN
2024-08-12,78.47079,78.49584,80.93252,85.06,79.79376,80.09882,79.42454,58.13092,79.7808,78.39277,79.57305,83.05667,78.18069,79.997536,79.61264,79.246284,84.06028,77.954445,79.73092,79.03485,82.3,77.95,84.06,MLPMultivariate,StemGNN
2024-08-13,81.87289,80.255486,83.1507,85.9407,81.59356,82.0692,82.25262,58.130585,82.04763,79.52981,81.18901,85.49097,80.48247,81.39304,82.393265,82.33006,84.01004,83.39679,81.7544,83.1,80.69,79.53,85.49,TCN,DilatedRNN
2024-08-14,80.75805,80.04506,81.683655,85.89581,81.080986,80.88227,80.661606,58.130905,80.636856,79.2367,80.59258,84.26315,80.33494,80.39149,81.11283,80.43738,83.89272,83.77039,81.0172,81.24336,79.76,79.24,84.26,TCN,DilatedRNN
2024-08-15,79.70531,80.445915,80.946915,85.14729,80.22299,80.23187,79.823784,58.131023,80.01859,79.05372,79.943695,83.31919,79.933365,79.81193,80.15211,79.36908,83.76505,82.44699,79.990746,78.05906,81.04,78.06,83.77,DeepNPTS,StemGNN
2024-08-16,81.20152,81.33877,82.11203,86.07778,80.920166,80.913086,81.17738,58.13089,81.20873,79.30335,80.640335,84.576584,80.31521,80.91891,80.53846,80.92526,83.63941,82.747444,80.743706,81.482285,79.68,79.3,84.58,TCN,DilatedRNN
2024-08-19,79.998505,80.322,80.87239,86.01938,80.26045,80.53758,80.14982,58.131035,79.99093,78.88628,80.01974,83.47417,80.31725,80.11953,79.8564,79.33815,83.52971,83.5157,80.00434,81.027115,77.66,80.0,83.53,NHITS,StemGNN
2024-08-20,78.82713,80.343124,79.050804,83.58352,78.69398,78.99431,78.87747,58.131233,78.31988,78.17549,78.957085,81.31323,79.787056,78.587814,78.03767,77.87458,83.361626,84.53398,78.36678,79.064125,77.2,78.37,83.58,TiDE,iTransformer
2024-08-21,78.27065,79.63091,78.713425,82.96779,77.938705,78.43857,77.94555,58.131145,77.98468,77.703995,78.17783,80.73899,79.8476,77.287384,77.77485,77.475555,83.21294,85.36522,77.53236,79.54593,76.05,77.7,83.21,TCN,StemGNN
2024-08-22,77.62382,77.05024,77.54622,82.69421,77.00135,77.45245,76.261215,58.131268,76.93095,77.03744,77.33727,79.572914,77.28502,76.68228,76.68687,76.72119,83.03904,85.04163,76.70775,77.91264,77.22,76.26,83.04,PatchTST,StemGNN
2024-08-23,77.49695,79.240654,78.8282,83.21467,77.40933,78.551445,76.936195,58.131145,77.88684,76.97948,77.72105,80.617584,77.22943,77.524284,77.07574,77.34681,82.84909,84.23437,77.20189,77.32921,78.15,76.94,83.21,PatchTST,iTransformer
2024-08-26,78.327896,78.58756,79.6734,82.93734,78.391075,78.919785,77.493965,58.13112,78.59049,77.24908,78.22607,81.55069,77.73883,77.875435,78.1548,77.951485,82.678566,84.780815,77.83005,76.47733,80.36,76.48,82.94,DeepNPTS,iTransformer
2024-08-27,79.67498,81.123245,81.59436,82.96636,80.18035,80.68992,80.20682,58.130886,80.39935,78.0918,79.70348,83.611084,79.65813,79.11456,80.39803,80.58764,82.491615,86.035545,80.45781,79.96529,78.66,78.09,83.61,TCN,DilatedRNN
2024-08-28,78.41493,79.51263,79.962555,82.4456,79.41337,80.18536,79.05287,58.131123,78.88591,77.921036,79.3603,82.0724,78.4396,77.93721,78.932556,78.363174,82.27991,83.70201,79.43592,79.07785,77.58,79.08,82.45,DeepNPTS,iTransformer
2024-08-29,78.39631,78.40763,79.01521,80.86459,78.24253,78.60678,77.96269,58.13115,78.08722,77.77298,78.27725,80.875015,77.731895,78.450035,78.18587,77.389145,82.00084,82.812454,78.250015,79.23197,78.82,77.39,82.0,TFT,StemGNN
2024-08-30,78.95293,78.7264,80.25874,81.303825,78.70471,79.2255,79.17356,58.13106,79.2193,77.914375,78.38672,82.13328,79.422035,78.803764,79.602776,78.58629,81.732635,84.96514,78.94998,79.654564,76.93,78.95,82.13,NHITS,DilatedRNN
2024-09-02,76.82001,77.153946,78.362885,79.07936,77.64042,77.55407,77.22033,58.1312,77.53278,77.273735,77.07029,80.47603,77.90111,76.76533,77.097305,76.9895,81.46208,80.98233,77.15903,77.78066,77.52,76.77,80.98,DLinear,MLPMultivariate
2024-09-03,78.44539,77.62197,79.06757,81.5432,77.683815,77.93207,78.01537,58.131134,78.08794,77.28648,76.96822,80.86578,78.94725,78.088196,76.80428,77.36878,81.22663,81.65993,77.285614,77.733055,73.75,77.29,81.54,TCN,iTransformer
2024-09-04,75.28876,73.726944,74.8972,79.3814,75.21756,75.6222,74.121216,58.131462,74.64088,76.252075,75.204956,77.13323,74.97685,75.49876,74.32985,75.35936,80.983536,80.37106,74.6795,77.49121,72.7,74.68,80.37,TiDE,MLPMultivariate
2024-09-05,72.82602,73.335,73.980446,78.792015,73.52928,74.441574,72.69656,58.131546,73.70308,75.32645,74.35411,75.51348,74.154564,74.39746,73.38884,74.77583,80.70745,79.04362,73.57441,77.767555,72.69,73.7,79.04,GRU,MLPMultivariate
2024-09-06,72.39417,73.58906,74.06435,77.27124,73.28314,72.31069,72.96729,58.13153,73.63409,74.72602,74.20188,75.50646,72.80458,73.56363,73.13775,75.05114,80.40691,78.94154,72.95419,74.49565,71.06,73.63,78.94,GRU,MLPMultivariate
2024-09-09,71.078865,72.12385,72.17067,74.70549,72.071655,70.85438,71.72907,58.131714,71.94295,73.84773,73.40117,73.565865,71.87874,71.81632,71.4571,74.351105,80.10068,77.38455,71.60683,72.865814,71.84,70.85,77.38,TSMixerx,MLPMultivariate
2024-09-10,73.011055,72.67521,73.20468,75.11347,72.294525,71.71831,72.13374,58.131493,72.620926,73.66158,74.28312,74.18726,73.30021,72.541145,72.03817,73.89551,79.793045,78.536606,72.075455,73.10838,69.19,72.68,78.54,Informer,MLPMultivariate
2024-09-11,68.98071,69.03197,69.98585,73.16879,70.55366,70.97099,70.361534,58.13174,69.71258,72.9497,73.371605,70.956154,69.35553,70.497345,69.901764,71.45362,79.50369,75.13397,70.10231,71.53429,70.61,68.98,75.13,NHITS,MLPMultivariate
2024-09-12,68.93178,66.90512,71.92611,73.61033,70.614555,72.130806,70.79259,58.131668,71.210815,72.99012,72.74533,72.378654,70.51539,70.88664,71.06374,72.04934,79.152916,75.36123,70.99136,72.19469,71.97,66.91,75.36,Informer,MLPMultivariate
2024-09-13,71.76573,69.09798,73.40752,73.949425,71.59427,72.89797,72.02978,58.131413,72.5764,73.25214,72.303635,74.18879,72.17527,71.26987,72.18209,73.05434,78.80177,75.84107,71.71753,70.77021,71.61,69.1,75.84,Informer,MLPMultivariate
2024-09-16,71.81111,66.97594,72.881226,74.146286,71.63751,73.04993,71.09166,58.13173,72.1509,73.19849,71.70109,73.83482,73.803505,70.67617,71.4654,73.17236,78.53678,73.949844,71.529175,70.88259,72.75,66.98,74.15,Informer,iTransformer
2024-09-17,72.30813,69.29628,74.22786,74.25965,72.62945,73.555244,72.37102,58.13148,73.23899,73.63157,71.61224,75.07426,72.896164,72.56774,72.45906,74.0851,78.288185,73.81676,72.28816,73.63145,73.7,69.3,75.07,Informer,DilatedRNN
2024-09-18,72.369415,70.84995,75.2286,73.75568,73.34226,73.8956,74.02106,58.13143,74.1319,73.96538,72.07208,76.37878,73.2247,73.57829,73.206154,74.42557,78.100006,75.573784,73.08295,71.815025,73.65,70.85,76.38,Informer,DilatedRNN
2024-09-19,73.8571,72.68759,75.094345,74.78552,73.70855,74.36435,73.760025,58.131424,74.08257,74.104515,72.1443,76.35305,75.52398,73.50241,73.666084,73.64872,77.91433,77.15961,73.41967,74.29922,74.88,72.14,77.16,BiTCN,MLPMultivariate
2024-09-20,74.28512,73.76455,76.49951,75.12788,74.68559,74.89873,74.59117,58.13128,75.293,74.62331,73.77029,77.65227,74.3963,74.06626,74.559654,74.784615,77.72853,77.987946,74.78855,75.239586,74.49,73.76,77.73,Informer,StemGNN
2024-09-23,72.93427,71.40363,75.97722,74.740074,74.78404,75.37334,74.34195,58.131283,74.93128,74.593506,73.97067,77.47574,73.80389,74.66083,74.30244,74.69415,77.57158,77.04752,74.54058,73.45457,73.21,71.4,77.48,Informer,DilatedRNN
2024-09-24,72.283745,72.60479,74.51901,74.09504,74.006,75.30583,73.18823,58.131615,73.776985,74.178375,73.60444,75.979,72.48996,74.369415,73.43396,73.85796,77.42947,75.49549,73.607704,73.29084,74.47,72.28,75.98,NHITS,DilatedRNN
2024-09-25,74.276115,73.12723,76.073135,74.427475,74.290405,75.66635,74.6295,58.131283,75.03263,74.36681,74.48888,77.335106,74.32977,74.26005,74.697395,75.34066,77.33953,75.54079,74.24265,74.860306,72.9,74.37,77.34,TCN,DilatedRNN
2024-09-26,73.58573,72.57507,74.16612,73.362816,73.57389,74.34201,72.65676,58.13154,73.53594,73.849144,73.61356,75.72296,73.21244,72.89348,73.66916,73.07347,77.126305,74.96425,73.00783,73.97402,71.09,73.54,75.72,GRU,DilatedRNN
2024-09-27,73.058266,73.39451,72.17333,72.25344,72.037415,72.58939,71.93033,58.131794,71.783134,73.021126,72.82527,73.27953,73.05162,71.924614,71.503555,71.14542,76.92879,76.185295,71.977615,74.456825,71.54,71.15,76.19,TFT,MLPMultivariate
2024-09-30,73.480576,72.99064,72.84529,72.61941,71.94306,72.60505,71.37511,58.131577,72.264915,72.84924,72.48182,73.727486,72.942345,71.624794,71.73413,71.4607,76.81772,77.63371,71.5593,74.19727,71.7,71.38,76.82,PatchTST,StemGNN
2024-10-01,72.31017,72.76916,73.01127,73.157196,71.99989,72.18063,71.52827,58.13178,72.38895,72.77799,72.436714,74.02182,72.23198,72.10869,71.876816,71.5319,76.72104,75.9996,71.928856,72.79946,73.56,71.53,76.0,PatchTST,MLPMultivariate
2024-10-02,74.68659,72.37803,75.15405,73.881744,73.39693,73.89134,73.438,58.131424,74.09825,73.36165,73.2438,76.1693,74.18542,71.94844,73.60758,73.55906,76.65171,77.141335,73.37822,72.66845,73.9,71.95,76.65,DLinear,StemGNN
2024-10-03,73.42351,73.59777,75.40411,73.74154,74.08853,73.94198,73.68895,58.131424,74.363716,73.7428,73.63439,76.59247,73.345184,72.47225,73.73402,74.08901,76.53381,75.64073,73.80476,73.03642,77.62,72.47,74.09,DLinear,TSMixer
2024-10-04,76.19842,76.150246,79.33415,76.19743,76.582115,77.092125,77.58907,58.13104,77.733635,75.52276,76.162445,80.28173,75.86634,76.36301,77.138985,74.93283,76.483986,78.65568,77.23048,76.00341,78.05,74.93,79.33,TFT,LSTM
2024-10-07,76.86609,76.3977,79.54736,76.317245,77.7327,78.311295,77.77901,58.131218,78.06318,76.1207,77.31199,80.9842,77.40538,76.34782,78.13348,76.2425,76.429756,77.923485,77.829216,76.72263,80.93,76.12,80.98,TCN,DilatedRNN
2024-10-08,78.96764,77.61481,82.06874,78.252426,79.797844,81.05928,79.66761,58.13089,80.58767,77.81717,78.95278,83.759926,79.91007,79.724434,80.54004,76.90886,76.37382,79.74723,80.39514,78.498535,77.18,76.37,82.07,StemGNN,LSTM
2024-10-09,76.71376,76.66863,78.46358,76.334816,78.14529,78.31022,76.885895,58.131203,77.39012,77.15399,77.421265,80.54268,76.745415,77.70953,77.48877,76.47261,76.25271,77.647415,77.742645,77.08684,76.58,76.25,78.46,StemGNN,LSTM
2024-10-10,74.70587,75.872406,78.08794,75.63087,76.95294,77.53936,76.65115,58.13111,77.17042,76.72358,76.60198,79.77798,76.40488,76.52184,76.856766,76.5188,76.147865,77.28624,76.88289,76.2991,79.4,74.71,79.78,NHITS,DilatedRNN
2024-10-11,78.10273,78.020584,80.82729,76.64003,78.726555,80.41785,79.593155,58.13095,79.651665,77.487785,79.02439,82.62762,78.75941,79.19574,79.45157,78.02103,76.08413,79.10936,78.99722,79.3774,79.04,76.08,80.83,StemGNN,LSTM
2024-10-14,79.30919,78.44864,80.37919,77.331474,79.12052,80.61309,79.91498,58.13095,79.24813,77.21893,79.24232,82.589226,80.09269,78.33989,79.15755,78.14945,76.060585,79.249115,79.22549,79.0382,77.46,76.06,80.61,StemGNN,TSMixerx
2024-10-15,79.0635,78.44614,78.87913,76.57848,77.99472,79.683266,77.898224,58.13115,77.9132,76.953766,78.158775,80.930336,78.435814,78.174805,77.41119,77.16648,76.0542,78.76933,78.07691,77.44052,74.25,77.44,79.68,DeepNPTS,TSMixerx
2024-10-16,76.896286,76.20426,75.48776,74.08289,75.49728,75.62535,74.245155,58.131256,75.146835,75.85985,74.328674,77.55726,74.45038,76.55255,74.974396,74.93521,75.97464,76.41969,74.957184,74.395996,74.22,74.08,76.9,iTransformer,NHITS
2024-10-17,75.88072,75.19715,75.70891,74.009865,74.41348,75.84872,74.99284,58.131294,75.184135,75.21504,73.8303,77.35387,75.28879,74.889755,75.46216,75.62407,75.92797,76.8442,74.81939,75.076004,74.45,73.83,76.84,BiTCN,MLPMultivariate
2024-10-18,74.78055,74.607376,75.993095,73.79919,74.53945,74.620514,73.97604,58.131283,75.32703,74.88961,73.78601,77.61804,74.017334,74.36559,74.70205,75.78811,75.85147,75.81728,74.45052,75.26783,73.06,74.61,75.99,Informer,LSTM
2024-10-21,72.49178,73.03117,74.36351,73.45685,73.736984,72.76725,72.758545,58.131565,73.88901,74.319466,73.25388,75.99308,71.82484,73.150826,72.94002,73.13478,75.71267,74.1755,73.57943,74.08733,74.29,71.82,75.71,MLP,StemGNN
2024-10-22,74.14729,73.567505,75.88638,73.65292,74.34216,74.25225,74.56886,58.13128,75.011505,74.707054,74.21717,77.13452,74.48584,73.895836,74.010864,74.77012,75.51399,74.87544,74.5336,72.37269,76.04,72.37,77.13,DeepNPTS,DilatedRNN
2024-10-23,75.879944,75.882835,77.71848,74.66383,75.59335,75.30242,77.21642,58.13124,76.5603,75.32401,75.87949,79.006836,76.48386,75.48459,76.09269,74.52244,75.426414,76.52686,76.30082,73.643074,74.96,73.64,77.72,DeepNPTS,LSTM
2024-10-24,74.96326,75.252266,76.421875,74.622604,74.97808,74.94083,76.085014,58.131294,75.499306,75.34067,75.14302,77.9708,75.60254,74.73968,76.02504,73.72335,75.34656,76.01432,75.39172,74.674644,74.03,73.72,76.42,TFT,LSTM
2024-10-25,75.13378,75.93958,75.422226,74.554115,74.32361,73.33803,74.031265,58.131424,74.64594,75.04321,73.8279,76.83828,73.34936,74.22773,74.212395,75.431526,75.19615,75.26386,74.21965,73.04195,75.63,73.04,75.94,DeepNPTS,Informer
2024-10-28,71.61941,77.71014,77.28034,75.05423,75.060234,74.76854,75.24275,58.131245,76.19873,75.401505,75.54165,78.613525,74.30213,75.61078,75.36105,75.32884,75.15544,75.544266,75.052925,75.579094,71.0,75.06,77.71,TSMixer,Informer
2024-10-29,71.49568,72.2113,71.81994,72.51998,72.63077,71.87057,72.268906,58.13181,71.70829,74.0572,72.44918,73.53824,73.04137,73.55331,71.150345,72.22054,74.99155,74.0458,71.91416,74.39508,70.73,71.91,74.4,TiDE,DeepNPTS
2024-10-30,72.68556,70.98784,71.8998,70.13121,71.649506,71.63275,72.57027,58.131615,71.51636,73.37277,72.15794,72.71945,73.33156,72.76286,70.97643,72.350296,74.93402,74.029755,71.81433,73.30614,72.16,70.13,74.03,iTransformer,MLPMultivariate
2024-10-31,71.184,73.435455,73.60111,70.2721,72.536476,72.949135,72.818375,58.13152,72.9194,73.341095,72.46186,74.67369,72.588486,72.522705,72.749725,73.48883,74.9233,73.84514,72.354485,73.45979,72.81,70.27,74.67,iTransformer,DilatedRNN
2024-11-01,73.54439,72.86828,74.273735,71.74443,73.10074,73.61868,72.86615,58.131485,73.46135,73.38037,73.02572,75.52844,74.442116,72.56682,72.93686,73.77977,74.925804,73.8426,73.61214,74.47185,73.1,71.74,74.93,iTransformer,StemGNN
2024-11-04,74.21736,74.52342,74.54616,71.74,73.13952,72.76613,72.695305,58.131477,73.66014,73.5107,73.18138,75.77277,74.519615,73.6687,73.40346,73.67097,74.96384,74.09359,73.27591,75.278496,75.08,71.74,75.28,iTransformer,DeepNPTS
2024-11-05,75.5452,74.98716,76.75604,72.82445,74.29724,74.46871,74.39073,58.131233,75.519,74.379135,74.14698,77.91887,74.8066,76.00238,75.232254,75.57422,75.03772,74.852325,74.43273,74.61446,75.53,72.82,76.76,iTransformer,LSTM
2024-11-06,76.132416,77.01231,77.11174,73.77983,74.95935,75.08861,76.20402,58.131264,75.91201,74.79068,75.040634,78.50301,76.538605,75.45928,76.06501,74.50003,75.156265,76.3026,75.38746,75.78351,74.92,73.78,77.11,iTransformer,LSTM
2024-11-07,75.90365,75.75767,76.40641,73.97069,74.71216,73.48592,75.561554,58.131294,75.358086,74.91547,74.68312,77.78532,76.369125,73.87446,74.285126,74.52545,75.239815,76.68142,74.59685,74.43804,75.63,73.49,76.68,TSMixerx,MLPMultivariate
2024-11-08,75.251366,76.69795,77.22067,74.68256,75.0842,75.73301,75.400505,58.131245,76.10002,75.32686,75.18985,78.53109,76.9656,75.76227,75.07051,73.75304,75.32237,77.581985,75.47784,74.91502,73.87,73.75,77.58,TFT,MLPMultivariate
2024-11-11,74.34554,73.31869,75.185905,74.83743,74.68758,73.73829,73.28912,58.13143,74.4508,74.87364,73.94279,76.8407,74.35699,73.69231,74.19539,74.21815,75.36411,76.12443,74.46983,74.220795,71.83,74.22,76.12,TFT,MLPMultivariate
2024-11-12,73.28385,72.56378,72.94649,72.89249,72.77889,71.76154,72.50635,58.131527,72.58864,73.973694,72.25683,74.21426,74.061066,72.81634,72.05255,72.78596,75.348694,74.497856,72.75358,73.621826,71.89,71.76,74.5,TSMixerx,MLPMultivariate
2024-11-13,73.515396,73.03631,73.086296,72.87497,72.60938,70.6737,72.07546,58.711388,73.056595,73.842255,72.24988,74.61593,73.97145,72.76352,72.37929,73.73117,75.24846,74.59674,72.11239,73.55522,72.28,70.67,74.62,TSMixerx,DilatedRNN
2024-11-14,74.272606,71.938385,73.029465,73.15095,72.56394,71.52746,74.23775,57.48149,72.958206,74.11793,72.00375,74.74249,74.5317,72.10445,71.06856,74.32799,75.9503,75.15927,71.86983,74.05412,72.56,71.07,75.16,NLinear,MLPMultivariate
2024-11-15,74.09244,71.94939,73.232475,72.986755,72.741974,71.24504,74.28891,60.04069,73.0567,73.94934,71.81906,74.906845,74.61974,72.995056,71.94401,74.63564,75.5706,74.285934,71.75047,74.20632,71.04,72.99,74.91,iTransformer,DilatedRNN
2024-11-18,71.692795,71.973656,73.239456,73.30426,72.73721,71.28698,72.42745,58.084698,73.38571,73.915405,71.680954,74.804115,71.75103,72.76633,73.58411,74.805504,75.57519,73.32468,71.79301,75.22403,73.3,71.29,75.22,TSMixerx,DeepNPTS