PriceForecast/yuanyoudataset/testandpredict_groupby.csv
2024-11-19 14:39:53 +08:00

45 KiB

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762024-05-2781.6206481.4464682.7438384.8634782.2449482.4697682.36552458.13075382.12295580.3436983.11548685.8338282.2285981.9858581.91917481.2474987.1435181.8227282.41418582.0111882.8880.3485.83TCNDilatedRNN
772024-05-2882.55344482.1436983.58707485.34379683.0178383.5670382.6145658.1306782.91180480.65616683.2680486.7866981.8173282.52173683.0167182.1728287.0412582.41711482.9229381.82580683.9480.6686.79TCNDilatedRNN
782024-05-2983.9221183.2313284.4238986.90839483.6665384.1616383.8419558.13046683.70859581.10969583.5764887.7692383.9173783.247583.935984.2152186.910384.52206483.8625582.9471383.4381.1186.91TCNiTransformer
792024-05-3083.2212181.99567483.9623786.4844683.5122383.69533582.9750958.1306783.2676181.1644482.98566487.37868583.4262183.1023983.4641283.3900986.75300683.93024483.0887683.3315881.8881.1686.75TCNStemGNN
802024-05-3181.913580.5318782.686385.5934382.39282.7170582.0644458.1307782.06373680.7858381.9453185.9416582.9761982.0964682.3250681.78509586.5184182.61986582.0870582.99879581.1180.5385.94InformerDilatedRNN
812024-06-0380.433579.8097382.09753485.0513181.6704682.1864181.08658.1308981.51401580.3168281.2841485.1390980.66070681.7599981.28033481.3825386.2458880.8235281.2224882.6306378.3681.2285.14TiDEDilatedRNN
822024-06-0477.87730478.0977179.6757483.1046679.80128579.6768379.1007658.13120379.1505979.29356480.2527282.40443477.7084979.5478478.6660480.05443685.97047477.8450779.298881.8778977.5279.383.1TiDEiTransformer
832024-06-0577.17078477.9382379.0055580.04417478.7552777.7598379.17416458.1311578.45405678.5440480.0116681.3356677.4578778.6426877.6697679.4953185.716376.3895778.3756281.155978.4176.3981.34MLPMultivariateDilatedRNN
842024-06-0678.0100778.7663279.9118678.65140579.1787478.9497179.36906458.13112379.12768678.40542680.350682.127677.5858478.44952478.8061879.6848285.4169177.4268678.921778.6957279.8777.4382.13MLPMultivariateDilatedRNN
852024-06-0779.5675279.5962681.1744180.02682580.049180.3084180.12994458.1309180.2250378.6298780.4994783.5334779.59540679.46612580.29180.1512385.1554480.044280.1676878.7918679.6278.6383.53TCNDilatedRNN
862024-06-1079.9208179.4394680.87443580.04790579.9682580.4040779.51749458.13093679.8957678.6617180.325483.2648280.2798879.6914679.86349579.8354984.8538180.1692779.7081779.20170681.6378.6683.26TCNDilatedRNN
872024-06-1181.3416980.3994982.60647680.85081580.95302681.8451881.4268758.13067281.6148279.4410180.74174585.0971381.194181.2620881.7574781.1599584.59122581.3819280.8873580.2499781.9279.4484.59TCNStemGNN
882024-06-1281.4561680.7723482.77225581.70605581.58050582.1584581.7915458.1307681.8087879.7067280.95180585.4936281.7481581.5307482.0094781.6901884.3296382.0035681.4782481.2996482.679.7184.33TCNStemGNN
892024-06-1381.58475581.7104983.3244682.270282.2453682.1754382.3278958.1306682.413680.1684481.6380886.168782.04803581.5996682.2612782.20640684.189382.1284682.280882.475282.7580.1784.19TCNStemGNN
902024-06-1481.1781781.263483.4301182.23331582.6389682.40089482.5283258.1307582.5852780.4160882.058686.3944682.5935282.1896382.4235982.5882584.0568982.6795982.7195782.8196382.6280.4284.06TCNStemGNN
912024-06-1782.19482480.9982483.3224982.568182.7487782.4003582.6316258.1307482.5356780.51745682.3146286.38924482.6890982.3345782.441482.0275183.9121582.86886682.8841482.69414584.2580.5286.39TCNDilatedRNN
922024-06-1884.106682.1882484.682983.2451783.6582383.3851184.2010258.13052783.926181.1578383.45627687.9021983.936683.267884.252685.6365183.8191884.3258484.1169182.4768485.3381.1685.64TCNTFT
932024-06-1985.19807483.4637285.5310783.3685484.71255584.81193585.007458.13068484.7472781.6599384.38376689.0338685.10914684.58391684.9006985.9319983.74319584.9753384.5620584.2031885.0781.6685.93TCNTFT
942024-06-2085.4383183.9375285.2860482.79516684.7350585.84051584.71075458.1306484.5587381.8035584.6379988.9861585.7727784.74100585.06811585.8816683.6716285.3082384.5955184.9851885.7181.885.88TCNTFT
952024-06-2185.4505284.1819885.8299382.5549285.1335986.735184.6990258.13062785.16830482.1357985.0493289.5988385.8399585.099385.1823785.72304583.5902385.0604184.72694485.6941584.3382.1486.74TCNTSMixerx
962024-06-2484.1287282.5753384.674382.46339484.54726485.87720583.8970158.13054384.12337581.6528184.6490488.5234284.3472784.6252984.2478983.5336383.4396984.0461484.2251484.32320485.1581.6585.88TCNTSMixerx
972024-06-2585.5987384.476985.40629682.6610684.9971686.42000685.0216958.13062784.8834681.9276385.31698689.2087285.7373684.4082585.29330484.4699283.3585184.4334985.0553685.1273984.2281.9386.42TCNTSMixerx
982024-06-2685.14677483.70714684.61169482.99068584.9411785.4799884.3592858.13053584.12559581.5002484.87543588.43485.0787283.77260684.5064183.53026683.2815784.35029684.8312384.86780584.4781.585.48TCNTSMixerx
992024-06-2784.2731683.8416584.848383.0740384.8010685.16534484.46648458.13063484.3661281.65571684.8282388.6266584.01787684.1578184.8286884.0879283.3132384.1836985.03174684.1558885.2681.6688.63TCNDilatedRNN
1002024-06-2884.2032583.176685.495883.46393685.2401885.2079785.7281958.13062784.9702681.91985.07110689.3039783.76903584.8181585.5444384.6348183.3653484.4747185.494984.055485.081.9285.73TCNPatchTST
1012024-07-0184.3894283.04230585.2555982.8383984.9964985.0842884.9234958.1306484.7187281.9458984.8282489.195884.08880685.1280485.4756284.6016983.4271984.2285485.2213384.7102186.681.9589.2TCNDilatedRNN
1022024-07-0285.2622783.72906586.5602683.5341185.9746186.1803185.8107558.13033385.98743482.6766385.69549690.5071384.9935785.9535986.5374585.8655783.538584.8390686.1602986.504786.2482.6886.56TCNLSTM
1032024-07-0385.0943884.3101686.23530683.91711486.125685.7882685.8670358.13047885.6631382.69186485.924590.3813985.1184585.5862786.0559585.34772583.6379685.1121586.168586.2399687.3482.6990.38TCNDilatedRNN
1042024-07-0484.9758286.6390187.12614484.9649886.9699887.4484386.7842258.13039486.5616683.3218786.9131991.33610585.7956687.0726686.951685.41521583.76813585.9230587.1254887.3387387.4383.3287.45TCNTSMixerx
1052024-07-0586.97240488.32020687.1833286.4055887.58053688.0578687.78129658.13039486.6301383.49789487.82191.5101887.6978587.08086487.6790685.50104583.8908187.1016687.7986187.42844486.5483.588.32TCNInformer
1062024-07-0887.4636386.67184486.4736486.7272187.18342687.6365187.4166258.1304786.0010583.2952987.7311190.9071588.3973386.944886.8890385.0281884.0045987.0663287.4070486.5398185.7583.388.4TCNMLP
1072024-07-0986.7549786.3580585.8663386.2051786.4617386.26852486.8897258.13062785.4984683.0248887.1978790.1958686.8901686.8106786.3331286.4259584.0752886.39760686.6160785.7499884.6683.0287.2TCNBiTCN
1082024-07-1085.93951484.3569284.9873885.0885.30443685.3479885.8384658.1306484.68574582.4182586.0940989.2799785.4032485.8263585.2132686.0194984.1339585.9983285.40984.6629585.0882.4286.09TCNBiTCN
1092024-07-1185.3230584.9528785.3666284.2140785.0995585.4076985.3056358.1306485.0273882.4019385.7705889.5552985.3436485.9132985.35808686.12099584.19662585.3520885.3400685.0789485.482.486.12TCNTFT
1102024-07-1286.59444485.5819585.6127883.8560485.2599885.4397585.2828658.13068485.1979782.3549885.70454489.8157886.41096585.658585.54182485.9268184.2565685.5624985.28602685.3993185.0382.3586.59TCNNHITS
1112024-07-1585.2533384.55971585.2894383.2923585.0103585.1620784.6372958.1306484.8552682.3329785.3977689.4733985.4299185.0518184.8441685.0551984.2865684.10300485.0416185.0165984.8582.3385.43TCNMLP
1122024-07-1685.58105584.68458685.1471283.5676684.8358685.2812885.0224658.1306384.7242482.316585.0504989.21905585.4084185.3049185.2065583.95872584.3181484.55736585.04484684.7372983.7382.3285.58TCNNHITS
1132024-07-1783.2648883.8378784.2152483.4871684.0454784.6830984.0254158.13043683.8315281.87739684.1331688.19353583.6566684.2683884.1434283.31048684.33877683.8828384.2768283.9669285.0881.8888.19TCNDilatedRNN
1142024-07-1885.02830585.3824885.37083484.0508484.9927284.99969585.8639158.1306484.9196282.26585485.18349589.258984.7325785.0639385.2716383.8817384.4174385.1328785.1543884.945485.1182.2785.86TCNPatchTST
1152024-07-1986.0737184.9951385.3555584.7528985.1726185.06856585.9132358.1306484.8444582.2162885.3150489.3244585.8370685.19997485.02878683.2111984.5058285.8721385.46075485.1395582.6382.2286.07TCNNHITS
1162024-07-2284.242380.2327983.2754883.2500983.5143382.3299182.9608358.13075682.8411481.6721683.1620787.11114583.7287283.8230982.6026182.3091984.5215583.9111883.3293982.2930582.480.2384.52InformerStemGNN
1172024-07-2383.8550681.4335783.1772380.1906382.75181.0248282.7027558.13067682.78802581.3836182.4836586.6738782.5933183.4340582.8007582.2500784.5113382.7384882.898780.61931681.0180.1984.51iTransformerStemGNN
1182024-07-2481.1551979.46857582.0058179.3641881.62141479.68259481.6676258.13090581.5616580.692781.4512885.3601880.7966782.2590381.6460181.7236384.4500781.5444681.5616380.0265880.8279.3684.45iTransformerStemGNN
1192024-07-2579.09495580.9831981.896179.2743981.230679.4164581.1157458.13089881.3629880.26147581.0399685.00584480.6055581.2492281.1297981.795384.3978181.0862881.0708581.1187981.3979.0984.4NHITSStemGNN
1202024-07-2680.56187480.76343582.390584.2673381.6360380.6308481.9552958.1307481.7627580.2042881.73083585.4521681.5707981.9552681.3434182.2307984.3887181.7572681.4583982.2731580.2880.284.39TCNStemGNN
1212024-07-2980.8892282.36703581.3979484.2784381.1869181.0587981.20837458.13093680.7129379.8166281.5369784.3728380.93265581.5599780.6673481.5125684.3758281.27112680.9692381.3833879.0580.9784.37TiDEDilatedRNN
1222024-07-3080.5385582.7825980.34727584.17026580.118780.8127580.6937558.1309579.6584279.3246381.2685582.9618680.9545680.9298579.7062580.9378784.38196681.2082180.1652181.3869278.0780.1784.17TiDEiTransformer
1232024-07-3178.88666582.5993379.5008384.33259678.98537479.6256779.1593358.1312178.8133678.7588580.6456381.8582679.213379.6065778.7407280.7084384.3850579.8480978.9666280.5650480.8478.7484.33NLineariTransformer
1242024-08-0180.05945682.3594882.0168485.0423980.4956581.1966981.0890158.13086781.1289579.3592681.1593384.43333479.7850880.4043181.16753481.8640784.4124280.5268680.8293179.9670379.5279.3684.43TCNDilatedRNN
1252024-08-0279.3361682.1269180.7408285.2310180.14506580.1614480.0054458.13103579.84405578.9416280.9009383.3181279.97961479.8640979.5907281.1461484.408580.3740180.140878.996576.8179.084.41DeepNPTSStemGNN
1262024-08-0577.1943279.33285578.19038484.7062777.98205678.1084877.4281958.1311977.54684478.3302378.8358280.44256677.7235678.7289676.86555579.7228884.38953477.0834577.57020680.13862676.377.5784.39TiDEStemGNN
1272024-08-0675.82152678.3559877.8290984.63174476.90916477.73781676.73588658.13125677.19678577.7775177.8302379.7229177.2654478.0606777.0774979.072584.332276.22336676.79552579.7494376.4875.8284.33NHITSStemGNN
1282024-08-0776.2946179.2859278.05633584.3746176.8152476.9712276.4992558.1310377.28754477.3721577.2061779.9432277.0194976.64648476.8483778.7284984.26202475.44903676.71612577.61426578.3375.4584.26MLPMultivariateStemGNN
1292024-08-0877.6993279.1114979.8796684.72706678.18317478.152177.9523858.13110778.7829977.64361677.7679981.6784977.6357577.4409978.2105679.1994384.1879975.79417478.1480677.50329679.1675.7984.19MLPMultivariateStemGNN
1302024-08-0977.7424878.6194780.5379184.5426679.2254779.31351578.50201458.1308579.3881877.9883378.746682.56885577.1543379.06972578.2820579.14065684.119375.96876578.9454677.9564979.6675.9784.12MLPMultivariateStemGNN
1312024-08-1278.4707978.4958480.9325285.0679.7937680.0988279.4245458.1309279.780878.3927779.5730583.0566778.1806979.99753679.6126479.24628484.0602877.95444579.7309279.0348582.377.9584.06MLPMultivariateStemGNN
1322024-08-1381.8728980.25548683.150785.940781.5935682.069282.2526258.13058582.0476379.5298181.1890185.4909780.4824781.3930482.39326582.3300684.0100483.3967981.754483.180.6979.5385.49TCNDilatedRNN
1332024-08-1480.7580580.0450681.68365585.8958181.08098680.8822780.66160658.13090580.63685679.236780.5925884.2631580.3349480.3914981.1128380.4373883.8927283.7703981.017281.2433679.7679.2484.26TCNDilatedRNN
1342024-08-1579.7053180.44591580.94691585.1472980.2229980.2318779.82378458.13102380.0185979.0537279.94369583.3191979.93336579.8119380.1521179.3690883.7650582.4469979.99074678.0590681.0478.0683.77DeepNPTSStemGNN
1352024-08-1681.2015281.3387782.1120386.0777880.92016680.91308681.1773858.1308981.2087379.3033580.64033584.57658480.3152180.9189180.5384680.9252683.6394182.74744480.74370681.48228579.6879.384.58TCNDilatedRNN
1362024-08-1979.99850580.32280.8723986.0193880.2604580.5375880.1498258.13103579.9909378.8862880.0197483.4741780.3172580.1195379.856479.3381583.5297183.515780.0043481.02711577.6680.083.53NHITSStemGNN
1372024-08-2078.8271380.34312479.05080483.5835278.6939878.9943178.8774758.13123378.3198878.1754978.95708581.3132379.78705678.58781478.0376777.8745883.36162684.5339878.3667879.06412577.278.3783.58TiDEiTransformer
1382024-08-2178.2706579.6309178.71342582.9677977.93870578.4385777.9455558.13114577.9846877.70399578.1778380.7389979.847677.28738477.7748577.47555583.2129485.3652277.5323679.5459376.0577.783.21TCNStemGNN
1392024-08-2277.6238277.0502477.5462282.6942177.0013577.4524576.26121558.13126876.9309577.0374477.3372779.57291477.2850276.6822876.6868776.7211983.0390485.0416376.7077577.9126477.2276.2683.04PatchTSTStemGNN
1402024-08-2377.4969579.24065478.828283.2146777.4093378.55144576.93619558.13114577.8868476.9794877.7210580.61758477.2294377.52428477.0757477.3468182.8490984.2343777.2018977.3292178.1576.9483.21PatchTSTiTransformer
1412024-08-2678.32789678.5875679.673482.9373478.39107578.91978577.49396558.1311278.5904977.2490878.2260781.5506977.7388377.87543578.154877.95148582.67856684.78081577.8300576.4773380.3676.4882.94DeepNPTSiTransformer
1422024-08-2779.6749881.12324581.5943682.9663680.1803580.6899280.2068258.13088680.3993578.091879.7034883.61108479.6581379.1145680.3980380.5876482.49161586.03554580.4578179.9652978.6678.0983.61TCNDilatedRNN
1432024-08-2878.4149379.5126379.96255582.445679.4133780.1853679.0528758.13112378.8859177.92103679.360382.072478.439677.9372178.93255678.36317482.2799183.7020179.4359279.0778577.5879.0882.45DeepNPTSiTransformer
1442024-08-2978.3963178.4076379.0152180.8645978.2425378.6067877.9626958.1311578.0872277.7729878.2772580.87501577.73189578.45003578.1858777.38914582.0008482.81245478.25001579.2319778.8277.3982.0TFTStemGNN
1452024-08-3078.9529378.726480.2587481.30382578.7047179.225579.1735658.1310679.219377.91437578.3867282.1332879.42203578.80376479.60277678.5862981.73263584.9651478.9499879.65456476.9378.9582.13NHITSDilatedRNN
1462024-09-0276.8200177.15394678.36288579.0793677.6404277.5540777.2203358.131277.5327877.27373577.0702980.4760377.9011176.7653377.09730576.989581.4620880.9823377.1590377.7806677.5276.7780.98DLinearMLPMultivariate
1472024-09-0378.4453977.6219779.0675781.543277.68381577.9320778.0153758.13113478.0879477.2864876.9682280.8657878.9472578.08819676.8042877.3687881.2266381.6599377.28561477.73305573.7577.2981.54TCNiTransformer
1482024-09-0475.2887673.72694474.897279.381475.2175675.622274.12121658.13146274.6408876.25207575.20495677.1332374.9768575.4987674.3298575.3593680.98353680.3710674.679577.4912172.774.6880.37TiDEMLPMultivariate
1492024-09-0572.8260273.33573.98044678.79201573.5292874.44157472.6965658.13154673.7030875.3264574.3541175.5134874.15456474.3974673.3888474.7758380.7074579.0436273.5744177.76755572.6973.779.04GRUMLPMultivariate
1502024-09-0672.3941773.5890674.0643577.2712473.2831472.3106972.9672958.1315373.6340974.7260274.2018875.5064672.8045873.5636373.1377575.0511480.4069178.9415472.9541974.4956571.0673.6378.94GRUMLPMultivariate
1512024-09-0971.07886572.1238572.1706774.7054972.07165570.8543871.7290758.13171471.9429573.8477373.4011773.56586571.8787471.8163271.457174.35110580.1006877.3845571.6068372.86581471.8470.8577.38TSMixerxMLPMultivariate
1522024-09-1073.01105572.6752173.2046875.1134772.29452571.7183172.1337458.13149372.62092673.6615874.2831274.1872673.3002172.54114572.0381773.8955179.79304578.53660672.07545573.1083869.1972.6878.54InformerMLPMultivariate
1532024-09-1168.9807169.0319769.9858573.1687970.5536670.9709970.36153458.1317469.7125872.949773.37160570.95615469.3555370.49734569.90176471.4536279.5036975.1339770.1023171.5342970.6168.9875.13NHITSMLPMultivariate
1542024-09-1268.9317866.9051271.9261173.6103370.61455572.13080670.7925958.13166871.21081572.9901272.7453372.37865470.5153970.8866471.0637472.0493479.15291675.3612370.9913672.1946971.9766.9175.36InformerMLPMultivariate
1552024-09-1371.7657369.0979873.4075273.94942571.5942772.8979772.0297858.13141372.576473.2521472.30363574.1887972.1752771.2698772.1820973.0543478.8017775.8410771.7175370.7702171.6169.175.84InformerMLPMultivariate
1562024-09-1671.8111166.9759472.88122674.14628671.6375173.0499371.0916658.1317372.150973.1984971.7010973.8348273.80350570.6761771.465473.1723678.5367873.94984471.52917570.8825972.7566.9874.15InformeriTransformer
1572024-09-1772.3081369.2962874.2278674.2596572.6294573.55524472.3710258.1314873.2389973.6315771.6122475.0742672.89616472.5677472.4590674.085178.28818573.8167672.2881673.6314573.769.375.07InformerDilatedRNN
1582024-09-1872.36941570.8499575.228673.7556873.3422673.895674.0210658.1314374.131973.9653872.0720876.3787873.224773.5782973.20615474.4255778.10000675.57378473.0829571.81502573.6570.8576.38InformerDilatedRNN
1592024-09-1973.857172.6875975.09434574.7855273.7085574.3643573.76002558.13142474.0825774.10451572.144376.3530575.5239873.5024173.66608473.6487277.9143377.1596173.4196774.2992274.8872.1477.16BiTCNMLPMultivariate
1602024-09-2074.2851273.7645576.4995175.1278874.6855974.8987374.5911758.1312875.29374.6233173.7702977.6522774.396374.0662674.55965474.78461577.7285377.98794674.7885575.23958674.4973.7677.73InformerStemGNN
1612024-09-2372.9342771.4036375.9772274.74007474.7840475.3733474.3419558.13128374.9312874.59350673.9706777.4757473.8038974.6608374.3024474.6941577.5715877.0475274.5405873.4545773.2171.477.48InformerDilatedRNN
1622024-09-2472.28374572.6047974.5190174.0950474.00675.3058373.1882358.13161573.77698574.17837573.6044475.97972.4899674.36941573.4339673.8579677.4294775.4954973.60770473.2908474.4772.2875.98NHITSDilatedRNN
1632024-09-2574.27611573.1272376.07313574.42747574.29040575.6663574.629558.13128375.0326374.3668174.4888877.33510674.3297774.2600574.69739575.3406677.3395375.5407974.2426574.86030672.974.3777.34TCNDilatedRNN
1642024-09-2673.5857372.5750774.1661273.36281673.5738974.3420172.6567658.1315473.5359473.84914473.6135675.7229673.2124472.8934873.6691673.0734777.12630574.9642573.0078373.9740271.0973.5475.72GRUDilatedRNN
1652024-09-2773.05826673.3945172.1733372.2534472.03741572.5893971.9303358.13179471.78313473.02112672.8252773.2795373.0516271.92461471.50355571.1454276.9287976.18529571.97761574.45682571.5471.1576.19TFTMLPMultivariate
1662024-09-3073.48057672.9906472.8452972.6194171.9430672.6050571.3751158.13157772.26491572.8492472.4818273.72748672.94234571.62479471.7341371.460776.8177277.6337171.559374.1972771.771.3876.82PatchTSTStemGNN
1672024-10-0172.3101772.7691673.0112773.15719671.9998972.1806371.5282758.1317872.3889572.7779972.43671474.0218272.2319872.1086971.87681671.531976.7210475.999671.92885672.7994673.5671.5376.0PatchTSTMLPMultivariate
1682024-10-0274.6865972.3780375.1540573.88174473.3969373.8913473.43858.13142474.0982573.3616573.243876.169374.1854271.9484473.6075873.5590676.6517177.14133573.3782272.6684573.971.9576.65DLinearStemGNN
1692024-10-0373.4235173.5977775.4041173.7415474.0885373.9419873.6889558.13142474.36371673.742873.6343976.5924773.34518472.4722573.7340274.0890176.5338175.6407373.8047673.0364277.6272.4774.09DLinearTSMixer
1702024-10-0476.1984276.15024679.3341576.1974376.58211577.09212577.5890758.1310477.73363575.5227676.16244580.2817375.8663476.3630177.13898574.9328376.48398678.6556877.2304876.0034178.0574.9379.33TFTLSTM
1712024-10-0776.8660976.397779.5473676.31724577.732778.31129577.7790158.13121878.0631876.120777.3119980.984277.4053876.3478278.1334876.242576.42975677.92348577.82921676.7226380.9376.1280.98TCNDilatedRNN
1722024-10-0878.9676477.6148182.0687478.25242679.79784481.0592879.6676158.1308980.5876777.8171778.9527883.75992679.9100779.72443480.5400476.9088676.3738279.7472380.3951478.49853577.1876.3782.07StemGNNLSTM
1732024-10-0976.7137676.6686378.4635876.33481678.1452978.3102276.88589558.13120377.3901277.1539977.42126580.5426876.74541577.7095377.4887776.4726176.2527177.64741577.74264577.0868476.5876.2578.46StemGNNLSTM
1742024-10-1074.7058775.87240678.0879475.6308776.9529477.5393676.6511558.1311177.1704276.7235876.6019879.7779876.4048876.5218476.85676676.518876.14786577.2862476.8828976.299179.474.7179.78NHITSDilatedRNN
1752024-10-1178.1027378.02058480.8272976.6400378.72655580.4178579.59315558.1309579.65166577.48778579.0243982.6276278.7594179.1957479.4515778.0210376.0841379.1093678.9972279.377479.0476.0880.83StemGNNLSTM
1762024-10-1479.3091978.4486480.3791977.33147479.1205280.6130979.9149858.1309579.2481377.2189379.2423282.58922680.0926978.3398979.1575578.1494576.06058579.24911579.2254979.038277.4676.0680.61StemGNNTSMixerx
1772024-10-1579.063578.4461478.8791376.5784877.9947279.68326677.89822458.1311577.913276.95376678.15877580.93033678.43581478.17480577.4111977.1664876.054278.7693378.0769177.4405274.2577.4479.68DeepNPTSTSMixerx
1782024-10-1676.89628676.2042675.4877674.0828975.4972875.6253574.24515558.13125675.14683575.8598574.32867477.5572674.4503876.5525574.97439674.9352175.9746476.4196974.95718474.39599674.2274.0876.9iTransformerNHITS
1792024-10-1775.8807275.1971575.7089174.00986574.4134875.8487274.9928458.13129475.18413575.2150473.830377.3538775.2887974.88975575.4621675.6240775.9279776.844274.8193975.07600474.4573.8376.84BiTCNMLPMultivariate
1802024-10-1874.7805574.60737675.99309573.7991974.5394574.62051473.9760458.13128375.3270374.8896173.7860177.6180474.01733474.3655974.7020575.7881175.8514775.8172874.4505275.2678373.0674.6175.99InformerLSTM
1812024-10-2172.4917873.0311774.3635173.4568573.73698472.7672572.75854558.13156573.8890174.31946673.2538875.9930871.8248473.15082672.9400273.1347875.7126774.175573.5794374.0873374.2971.8275.71MLPStemGNN
1822024-10-2274.1472973.56750575.8863873.6529274.3421674.2522574.5688658.1312875.01150574.70705474.2171777.1345274.4858473.89583674.01086474.7701275.5139974.8754474.533672.3726976.0472.3777.13DeepNPTSDilatedRNN
1832024-10-2375.87994475.88283577.7184874.6638375.5933575.3024277.2164258.1312476.560375.3240175.8794979.00683676.4838675.4845976.0926974.5224475.42641476.5268676.3008273.64307474.9673.6477.72DeepNPTSLSTM
1842024-10-2474.9632675.25226676.42187574.62260474.9780874.9408376.08501458.13129475.49930675.3406775.1430277.970875.6025474.7396876.0250473.7233575.3465676.0143275.3917274.67464474.0373.7276.42TFTLSTM
1852024-10-2575.1337875.9395875.42222674.55411574.3236173.3380374.03126558.13142474.6459475.0432173.827976.8382873.3493674.2277374.21239575.43152675.1961575.2638674.2196573.0419575.6373.0475.94DeepNPTSInformer
1862024-10-2871.6194177.7101477.2803475.0542375.06023474.7685475.2427558.13124576.1987375.40150575.5416578.61352574.3021375.6107875.3610575.3288475.1554475.54426675.05292575.57909471.075.0677.71TSMixerInformer
1872024-10-2971.4956872.211371.8199472.5199872.6307771.8705772.26890658.1318171.7082974.057272.4491873.5382473.0413773.5533171.15034572.2205474.9915574.045871.9141674.3950870.7371.9174.4TiDEDeepNPTS
1882024-10-3072.6855670.9878471.899870.1312171.64950671.6327572.5702758.13161571.5163673.3727772.1579472.7194573.3315672.7628670.9764372.35029674.9340274.02975571.8143373.3061472.1670.1374.03iTransformerMLPMultivariate
1892024-10-3171.18473.43545573.6011170.272172.53647672.94913572.81837558.1315272.919473.34109572.4618674.6736972.58848672.52270572.74972573.4888374.923373.8451472.35448573.4597972.8170.2774.67iTransformerDilatedRNN
1902024-11-0173.5443972.8682874.27373571.7444373.1007473.6186872.8661558.13148573.4613573.3803773.0257275.5284474.44211672.5668272.9368673.7797774.92580473.842673.6121474.4718573.171.7474.93iTransformerStemGNN
1912024-11-0474.2173674.5234274.5461671.7473.1395272.7661372.69530558.13147773.6601473.510773.1813875.7727774.51961573.668773.4034673.6709774.9638474.0935973.2759175.27849675.0871.7475.28iTransformerDeepNPTS
1922024-11-0575.545274.9871676.7560472.8244574.2972474.4687174.3907358.13123375.51974.37913574.1469877.9188774.806676.0023875.23225475.5742275.0377274.85232574.4327374.6144675.5372.8276.76iTransformerLSTM
1932024-11-0676.13241677.0123177.1117473.7798374.9593575.0886176.2040258.13126475.9120174.7906875.04063478.5030176.53860575.4592876.0650174.5000375.15626576.302675.3874675.7835174.9273.7877.11iTransformerLSTM
1942024-11-0775.9036575.7576776.4064173.9706974.7121673.4859275.56155458.13129475.35808674.9154774.6831277.7853276.36912573.8744674.28512674.5254575.23981576.6814274.5968574.4380475.6373.4976.68TSMixerxMLPMultivariate
1952024-11-0875.25136676.6979577.2206774.6825675.084275.7330175.40050558.13124576.1000275.3268675.1898578.5310976.965675.7622775.0705173.7530475.3223777.58198575.4778474.9150273.8773.7577.58TFTMLPMultivariate
1962024-11-1174.3455473.3186975.18590574.8374374.6875873.7382973.2891258.1314374.450874.8736473.9427976.840774.3569973.6923174.1953974.2181575.3641176.1244374.4698374.22079571.8374.2276.12TFTMLPMultivariate
1972024-11-1273.2838572.5637872.9464972.8924972.7788971.7615472.5063558.13152772.5886473.97369472.2568374.2142674.06106672.8163472.0525572.7859675.34869474.49785672.7535873.62182671.8971.7674.5TSMixerxMLPMultivariate
1982024-11-1373.51539673.0363173.08629672.8749772.6093870.673772.0754658.71138873.05659573.84225572.2498874.6159373.9714572.7635272.3792973.7311775.2484674.5967472.1123973.5552272.2870.6774.62TSMixerxDilatedRNN
1992024-11-1474.27260671.93838573.02946573.1509572.5639471.5274674.2377557.4814972.95820674.1179372.0037574.7424974.531772.1044571.0685674.3279975.950375.1592771.8698374.0541272.5671.0775.16NLinearMLPMultivariate
2002024-11-1574.0924471.9493973.23247572.98675572.74197471.2450474.2889160.0406973.056773.9493471.8190674.90684574.6197472.99505671.9440174.6356475.570674.28593471.7504774.2063271.0472.9974.91iTransformerDilatedRNN
2012024-11-1871.69279571.97365673.23945673.3042672.7372171.2869872.4274558.08469873.3857173.91540571.68095474.80411571.7510372.7663373.5841174.80550475.5751973.3246871.7930175.2240373.371.2975.22TSMixerxDeepNPTS