PriceForecast/juxitingdataset/testandpredict_groupby.csv
2024-11-19 15:51:58 +08:00

47 KiB

1dsNHITSInformerLSTMiTransformerTSMixerTSMixerxPatchTSTRNNGRUTCNBiTCNDilatedRNNMLPDLinearNLinearTFTStemGNNMLPMultivariateTiDEDeepNPTSymin_within_quantilemax_within_quantilemin_modelmax_model
22024-01-297327.547371.28567327.97957384.8857303.01867287.33157292.88967315.1157343.59777448.80767326.19247305.50637323.5247296.28967310.3267284.5567305.07867307.8547296.647296.5857305.07287.337384.88TSMixerxiTransformer
32024-01-307323.86967345.87457337.3137389.42637298.23937304.34037293.0877323.48977353.21887449.2627332.4637312.2587328.5947281.3467304.4997300.7177302.70267318.94537296.99957304.7817315.07293.097389.43PatchTSTiTransformer
42024-01-317324.1467346.46737344.2147380.46047308.3087304.09867294.49467331.69877359.1187457.247342.72567323.0417320.56357292.9547297.57477318.67301.13777334.67437303.24177314.47467302.57294.497380.46PatchTSTiTransformer
52024-02-017310.36337350.7357330.0077368.27301.0717305.61477286.25057318.49077346.66657454.6647335.9877307.85847320.1837289.85357286.74077300.70367299.99957329.8197302.6197301.43957275.07301.077368.2TSMixeriTransformer
62024-02-027293.697327.7817309.33157373.02057273.7247281.96147266.0927301.2347324.77447439.28127308.17337276.5487291.0127277.52937261.40047276.1067297.4777296.46977281.3527281.4877242.57273.727373.02TSMixeriTransformer
72024-02-047254.4337283.65537289.69737339.787239.737246.94347231.9387275.86777300.4137419.07767273.82867247.98737247.88437248.67243.90337245.49277293.53377245.0997250.1047275.0367240.07239.737339.78TSMixeriTransformer
82024-02-057250.2957259.1447291.3017286.88137225.65237210.3127228.4037274.8217302.6627410.31357243.0917250.3157235.7557227.81547230.86877230.1527289.29057232.5347231.2257243.1337227.57225.657302.66TSMixerGRU
92024-02-067238.11967245.93757284.37657245.92977214.9667191.32477208.5557264.12167290.82867402.4057214.51467247.19347215.73247210.9727213.27257208.05277284.4727215.47177216.5717240.11577246.66657208.057290.83TFTGRU
102024-02-077250.07287249.57867298.53127246.3147225.55967233.26177233.51037282.69047310.76957411.92147197.4257269.31457226.51077226.73347229.0257225.5097280.567230.75637231.6077227.7587255.07225.517310.77TFTGRU
112024-02-087255.8887238.0477302.0627239.0537240.02347246.68077249.7187290.16857314.0317416.2597187.067274.2447236.21887231.4647251.0767240.2247277.0647237.2617253.3727246.67877270.07231.467314.03DLinearGRU
122024-02-187255.74767235.387313.80477233.68557255.69047255.57677265.83157300.24957328.5727421.7557188.8167284.87847247.13537230.4687268.0777274.9957274.51867246.07137273.10557254.9897336.66657230.477421.75DLinearTCN
132024-02-197328.2417286.0747381.0187275.3077308.41167310.30767327.43467366.18167388.4147447.0757280.03127355.5177284.4327281.50157344.237354.40047273.6327291.66367323.8337270.37947350.07273.637388.41StemGNNGRU
142024-02-207340.9447314.03277381.57137320.3487338.18367366.5147341.7857363.27937388.7787459.81257353.1357385.10067303.84677305.54447355.22467374.687273.1967317.22757334.71887315.8487335.07303.857388.78MLPGRU
152024-02-217328.08847291.25247364.24177319.24567332.9687412.63577331.4347349.38237375.8237465.63437385.72757387.2257307.38337333.6657337.78667342.3637272.38967318.10067325.38537314.46837297.57291.257412.64InformerTSMixerx
162024-02-227287.87357267.1437325.0167277.2477305.4147391.8827303.82867321.01567340.78177453.10457382.02257339.70957294.5627318.5217298.7537277.4427270.5097301.0417291.38237276.98147285.07270.517391.88StemGNNTSMixerx
172024-02-237274.3997269.5687318.8077248.72667289.09477370.737297.78767303.69537335.42247444.2337366.2547323.1667289.087303.6067282.3527266.32477268.1897293.09387280.0067282.80477306.66657266.327370.73TFTTSMixerx
182024-02-267317.0767264.9417337.70567258.4447297.69047360.07477324.84037325.0237354.14557444.26077362.5357327.8987317.02737295.9777301.9727291.5817266.69437302.35557294.4687344.757292.57264.947362.54InformerBiTCN
192024-02-277324.85847265.3097320.647250.0137294.1867304.11137298.20757308.6257337.19437439.27347344.6867310.3657318.04157292.6977282.64557268.9877265.17977294.6387286.29447335.90237306.66657265.187344.69StemGNNBiTCN
202024-02-287350.43957289.52837338.22467309.6897298.8097324.00157322.1497329.78377355.8147445.01467333.1137324.65677333.3037311.23937305.72757297.46147264.32477302.667303.6717363.84477353.33357289.537363.84InformerDeepNPTS
212024-02-297364.9227312.7327388.83847333.97857331.497367.6157367.5737377.53127397.0337453.37947342.4847349.70957365.77547333.86777360.8867322.6377264.32767322.5957342.49077352.61777325.07312.737397.03InformerGRU
222024-03-017321.5787316.23937343.93757309.517320.6587330.75637334.33847332.1597359.96537443.02157323.637307.30277329.62067315.6787335.5217305.7877264.17977304.34967325.90537320.03667343.33357304.357359.97MLPMultivariateGRU
232024-03-047340.8027317.33067376.9187311.1547328.2197340.4687340.30867365.14847388.85747450.73547315.8657323.9577323.9777333.24667339.47567315.32767264.33257301.30377341.72757340.63047330.07301.37388.86MLPMultivariateGRU
242024-03-057315.29057324.32377350.4447305.617325.73937339.79157318.96977344.84577365.55277451.87557304.3577319.42777316.4577325.92777321.51467307.34137264.2147297.30037327.12457328.3237310.07297.37365.55MLPMultivariateGRU
252024-03-067308.3737325.6967334.62557294.1587305.6277325.17637312.5417318.2757352.9137447.4457298.87557308.5067313.0217309.367297.29937288.7157263.76377286.9757300.4777306.50247297.57286.987352.91MLPMultivariateGRU
262024-03-077299.8627322.5267324.6757282.3327294.87357306.7117313.4067321.11877342.72467440.5737289.9427302.03767319.4897285.37267297.05967280.80867263.14757286.30867293.8797289.4197290.07280.817342.72TFTGRU
272024-03-087284.2227300.34967319.8617274.8337286.7437293.72857302.8027307.9337337.8687436.357274.20077299.687286.93757284.2067288.377276.8337262.75547277.17727291.0217296.5947295.07274.27337.87BiTCNGRU
282024-03-117271.27157287.8787325.33547269.56937283.70267281.60747304.6367315.33357343.50447434.84577270.73547301.8977264.77057297.5097293.46737279.97757262.80967273.09337289.34337281.0227285.07264.777343.5MLPGRU
292024-03-127252.83547289.88537316.38137238.32237271.2747285.9677283.58157308.1127333.6717423.90777273.67247295.14267244.60167296.69047275.31257274.427264.0887267.17537270.4057242.8437283.33357242.847333.67DeepNPTSGRU
302024-03-137248.9387289.6357317.6927233.0447267.6357290.31257281.20267307.1937335.3847425.87557268.5777309.1777235.0797304.14167278.20957275.32967265.6517265.25547272.3257235.62167285.07235.087335.38MLPGRU
312024-03-147265.66757272.3527319.0547246.8597274.30477281.3297285.0927310.26077336.25737424.3727279.0227310.24957246.55377274.9157288.5357285.6867269.20467272.79837280.93367245.84477277.57246.557336.26MLPGRU
322024-03-157268.027272.3777313.29357252.2237272.37357267.27647274.5787300.8027329.8587422.90777276.36237300.4837249.9387253.6337269.20467284.15537271.7477274.00247279.14757275.5677353.33357252.227422.91iTransformerTCN
332024-03-187347.5237331.58747398.10257300.47319.19637299.25057365.28667379.187404.7967454.7947304.75737381.7347306.56647305.65337353.58647387.2727274.5847304.167330.8237352.647387.57299.257404.8TSMixerxGRU
342024-03-197383.20077377.0627422.17877337.7167360.54157351.5147392.02737400.8097423.65877474.6717313.86777416.0857356.26277326.8087393.40977420.5677276.23057330.54357363.4737386.8857435.07313.877474.67BiTCNTCN
352024-03-207431.32287405.0897481.6977376.2887402.01177385.9617459.2327451.42977481.0627500.1487329.37747477.51767408.7987385.2527441.38437446.6097277.8017375.82037414.8687433.09777460.07329.387481.7BiTCNLSTM
362024-03-217458.22757401.4927497.21837416.58457435.3397399.1877477.3997484.9687496.08847515.96047349.72277505.5087430.26177433.8677467.83457466.17537280.61967415.1747449.45467440.9467422.57349.727505.51BiTCNDilatedRNN
372024-03-227407.08257385.5777442.5427427.6197418.86047399.50737396.73977421.2267442.4927503.7847352.8367447.20367399.1497426.65047428.1887410.61437284.1297404.0347430.5817399.97567402.57352.847447.2BiTCNDilatedRNN
382024-03-257390.93167341.74177425.10357351.01767389.6197396.72277393.9067412.01567429.23937493.7277344.59137410.247372.0347425.95467402.72667362.5297285.90437383.5567400.51177386.45757372.57341.747429.24InformerGRU
392024-03-267347.3347326.3597383.73057310.71837358.0467389.98937351.1487374.37657394.83647478.1627345.39847372.2237346.88437391.7737355.6767335.90777286.967355.52157355.30137348.97567365.07310.727394.84iTransformerGRU
402024-03-277332.66857312.63137381.7097327.6917341.74277356.667347.5887365.0087395.23637472.17337348.80477371.09387330.0557369.8237345.87457337.23057287.967336.08947351.86237342.387345.07312.637395.24InformerGRU
412024-03-287318.95177314.22857356.68077325.7677325.55137327.42637330.23737354.81357374.0667455.4977348.21347331.04937302.67337352.3657328.51377320.33457288.7417314.2067333.5787330.5487345.07302.677374.07MLPGRU
422024-03-297333.29547331.3517363.2467327.67437319.5647301.55227328.17977355.1137380.9527447.56647334.74277327.26667288.54447335.80667336.8087319.29937289.91657297.92637332.4127343.50937345.07289.927380.95StemGNNGRU
432024-04-017348.05377330.5727362.77257332.96047322.1987298.0617329.01667358.65777379.3067439.07037324.0797319.5657297.9087335.10647344.39757319.0127290.85747297.9287334.57477336.61237360.07297.917379.31MLPGRU
442024-04-027354.84577323.4017383.7857332.6537333.6357305.61337343.24957371.60647396.96447439.29647319.50057330.72077310.5367330.5047355.1097328.96047291.7837303.88537341.6647354.62557380.07303.897396.96MLPMultivariateGRU
452024-04-037365.3637363.43857406.7647337.8167351.9737328.92437372.84337392.54357415.11967455.3457328.2967365.46887333.11337329.49077376.28127337.5927293.3377332.9937356.9297368.2357397.57328.37415.12BiTCNGRU
462024-04-077393.1747399.14657426.6127353.02837376.48937376.7527414.1097407.81547431.8697469.01867340.0487401.1627367.3477352.12357391.13537345.1647296.03277358.9187389.7347383.0147437.57340.057469.02BiTCNTCN
472024-04-087446.69247449.75447475.25637373.3747410.55967404.1347471.2357453.16067476.5177494.4627348.6897462.3977410.80967377.5857435.0897383.23447300.3447398.06937432.3987434.55867490.07348.697494.46BiTCNTCN
482024-04-097504.9057467.5377530.6137433.7747452.00547425.34037513.3937508.92877533.46447525.6387357.85647528.49377454.96147437.01377491.2477428.23147304.73637457.5177473.55377489.28377507.57357.867530.61BiTCNLSTM
492024-04-107507.66947467.9937538.11477542.2247472.3287420.0367503.4437518.1577542.63777545.14847374.81357566.4227470.5417473.42877509.8027433.49857310.02937488.7877488.67537506.19877497.57374.817545.15BiTCNTCN
502024-04-117471.3617447.97177520.09477595.6397468.22667408.33257456.5637507.327523.827548.45567392.38137548.8137429.42777498.08257501.9227419.3627314.9497464.21537485.5037461.34137497.57392.387548.81BiTCNDilatedRNN
512024-04-127441.46537422.5947520.6497489.61677460.5287422.0537457.33747508.1587525.23147549.50347408.37267551.69047408.997522.6457488.917405.5117319.8537442.427475.94147381.1097506.66657381.117549.5DeepNPTSTCN
522024-04-157437.48837392.70567528.98937359.8547460.7667406.2967457.87747511.00247534.34237550.28567422.1257559.6647408.64367505.0597499.3187414.5867324.38677350.2847478.667390.38537482.57350.287550.29MLPMultivariateTCN
532024-04-167414.40147356.54747493.4197320.827445.3277389.55037430.34237479.14657495.78967530.00347414.7967504.0917384.2327474.41267463.95857395.2597326.7427316.6817464.2497352.03377495.07320.827504.09iTransformerDilatedRNN
542024-04-177418.15237345.3367517.4677244.32677448.57287372.917443.8097505.07377524.5917532.5857416.41467509.9727377.52157468.46837480.9517402.1677328.8767308.75837469.4517336.1657497.57308.767524.59MLPMultivariateGRU
552024-04-187436.23547365.2067513.5687192.38437453.59577372.547432.9637503.98547517.92877524.5637417.28037494.4437394.34237452.69537495.2887403.7687331.62167302.16267473.56257444.6997497.57302.167517.93MLPMultivariateGRU
562024-04-197447.08067350.3217514.88047205.87747455.5677376.24467410.5277499.08747521.5757514.48547414.34387484.9857403.56647462.20757490.31157405.5857335.8657309.30577468.8477448.99667527.57309.317514.49MLPMultivariateTCN
572024-04-227475.8837423.1587553.947254.18657479.8757386.67437447.71837543.1027564.7757529.0917418.20567513.38137448.40337465.627534.0297424.21537340.8947353.61437495.1327507.1597527.57340.897553.94StemGNNLSTM
582024-04-237483.17047425.9127543.39947290.9257493.69977412.1157452.94637529.6527551.13437530.6117420.4027510.63437476.78127493.62457519.1587425.57967345.3087389.05037508.0767474.14367510.07345.317543.4StemGNNLSTM
592024-04-247489.8247449.76277522.43077284.60257487.6567426.26567472.0497511.78277529.6347526.36437421.73837485.45757485.0877501.46147492.8757420.00057350.4457407.38137501.61877474.42147487.57350.447526.36StemGNNTCN
602024-04-257478.1757459.2687497.687280.80037470.3197445.50157489.4877493.367502.20857512.9727428.1517459.1357481.86777483.91657478.54747422.14457354.99077425.65437481.1117463.7717487.57354.997502.21StemGNNGRU
612024-04-267471.79057504.40977503.647250.99857463.42047473.4677521.5457488.07477509.47367511.22567437.15147478.41757488.6397486.82767477.2947424.84777357.9337426.34477478.5597483.43167502.57357.937511.23StemGNNTCN
622024-04-287467.89457518.1337521.81157174.10647470.827479.48937536.93267508.16947528.39067516.8367455.7437505.58947480.88337472.8927496.72077427.17362.13777417.90337486.93857501.2817527.57362.147528.39StemGNNGRU
632024-04-297481.10257537.40677551.26077198.6837484.30767493.6177539.0737535.13577561.3597538.56747471.25837551.5167456.9667503.59137513.1797435.4817365.98977410.4117503.56257523.12657537.57365.997551.52StemGNNDilatedRNN
642024-04-307485.55767594.8427557.287254.41757491.2217476.69787528.69877545.33067567.36437559.4017475.38677570.7057438.0367536.98147529.8697442.8247370.567405.3427509.72667512.24377532.57370.567570.71StemGNNDilatedRNN
652024-05-067483.93857574.7017548.4587325.22757489.19247448.3547506.84037539.1667557.9147552.75837467.67562.01177421.797525.61777532.45367444.39167376.0987394.26667509.66267408.65437502.57376.17562.01StemGNNDilatedRNN
662024-05-077454.2567549.217509.9037428.30767469.92047432.57468.8087503.767514.6067528.4597455.1877517.8227393.68757501.23057494.92877449.2137382.07477369.92537480.74667366.6047475.07369.937528.46MLPMultivariateTCN
672024-05-087448.6217504.0787483.78127341.157449.9087422.82237453.7077472.99277488.15437506.28767444.99377489.61877390.30477460.89167477.1867433.96737388.1697356.5287456.13137334.0367512.57341.157506.29iTransformerTCN
682024-05-097489.41067492.5497538.7787228.5817471.9677432.31647488.3447522.57548.6817532.6927450.9537550.51377421.9457462.067500.7667464.8637394.78767365.0047478.99177376.04837505.07365.07548.68MLPMultivariateGRU
692024-05-107502.5817503.257515.7067238.337480.1927439.46447473.99667502.3367519.2047530.79157445.65877522.2347430.08357469.0677501.8947461.89167402.0727366.89267475.3287327.7277477.57327.737522.23DeepNPTSDilatedRNN
702024-05-117477.0117468.4947487.67727269.38437466.027463.35457461.1147477.5377492.71637517.63137434.9287478.02737432.48547469.0247476.03277443.9087409.28767377.37557464.24567457.57867475.07377.387492.72MLPMultivariateGRU
712024-05-137485.1557465.77347491.3377315.7317466.44787476.06257467.4667489.5087496.04647504.55967435.7357466.0437449.3617487.14457477.51377445.0987416.6957406.5767470.8057469.83067485.07406.587496.05MLPMultivariateGRU
722024-05-147477.1427476.0267503.63047392.30867473.3557492.09777466.70367485.6797508.48637498.10947457.6717471.8347481.71047489.56457496.25637459.5727425.19437437.05037474.59337482.2877507.57425.197508.49StemGNNGRU
732024-05-157489.91467539.1457530.80667430.4547490.51957527.6357486.0657514.3057538.2487516.1467484.42877502.1737517.0887500.92727501.96637472.10167430.10947472.37067495.5387499.2857510.07430.457538.25iTransformerGRU
742024-05-167488.4937555.0067527.537360.0787500.78867538.6627505.8157517.8047533.7317533.2697499.30227510.77057524.21977516.51767497.58847476.1217433.61137352.68167509.4397492.9787525.07360.087538.66iTransformerTSMixerx
752024-05-177496.7557566.1087548.36577326.4337508.8817531.27257524.72367533.7867558.4797556.26667511.15977535.63237506.2127526.91657519.70177497.22757435.5867309.1297519.25837481.67337587.57326.437556.27iTransformerTCN
762024-05-207554.62067644.9157627.43757350.2477547.01277528.2447595.91167612.28277643.4587596.89757537.82377612.62747530.42637539.71347591.87357521.2047437.20957296.10947572.11877571.90777670.07350.257596.9iTransformerTCN
772024-05-217646.41857693.6537721.67537393.03567609.447543.75347674.3857711.2647740.3077708.7437555.5337736.5367598.73347600.96247672.6067654.1977439.6627318.55477645.3367664.2167677.57393.047736.54iTransformerDilatedRNN
782024-05-227647.5457700.36047702.6097435.01037631.7057537.147631.2487700.7437718.40047716.26667545.9377739.61237593.6257631.05477680.1957632.1327443.4227351.6547659.10257656.5747677.57435.017718.4iTransformerGRU
792024-05-237626.59037682.9317701.22857485.99667631.6227534.7677612.3497702.0577719.2367711.33457537.82677734.64557576.55477652.6157672.3457630.377449.02257363.79647655.2997639.01467645.07449.027719.24StemGNNGRU
802024-05-247591.5687687.26667647.21837466.9817604.74277520.94977581.7497648.4777659.84677665.48737530.3497681.58747545.7657650.81747641.26867555.5087455.55137342.27347618.71447587.36047630.07455.557681.59StemGNNDilatedRNN
812024-05-277587.0757608.33747637.6477450.72567586.2747503.40147584.06057621.77937653.84677607.24667528.5337654.24567532.07037610.5777622.66947533.827463.42047326.067605.9867588.43077650.07450.737653.85iTransformerGRU
822024-05-287607.54937589.4827669.1287484.617597.73147514.82577601.71347664.22177686.82237632.2687530.0297686.71837537.26867603.03567629.19437550.99177471.7127363.76467623.45757633.987690.07471.717633.98StemGNNDeepNPTS
832024-05-297652.8427571.29747717.4727556.9377630.24857549.12067631.4977713.28177739.41757692.0427547.5557739.15977571.94877633.9247662.7087577.12747480.3637443.67877655.76767631.62267690.07480.367739.16StemGNNDilatedRNN
842024-05-307649.09137577.6177704.1057550.9217640.8437541.27347618.80477709.137722.64067686.07767566.99377726.2457577.39947647.8717675.3347588.56747488.6937495.95367666.9477588.97757716.66657495.957722.64MLPMultivariateGRU
852024-05-317659.80477578.8567740.45657601.5477658.12847553.7247626.8467747.8377766.90977734.2757586.0387743.5997606.83157679.9377715.327637.1687496.2927552.727694.4347669.3567740.07552.727747.84MLPMultivariateRNN
862024-06-037680.5687584.2247758.74277692.78667682.16757563.77937631.12167765.30137782.33947752.19147594.9427765.01377648.73447689.59237745.4167666.5597503.33747588.76467712.7327713.12657720.07563.787765.3TSMixerxRNN
872024-06-047665.75937576.40677723.40047680.30767679.07767575.09237632.30867726.4527745.1417722.127593.83067724.3137634.57037670.88577705.07633.67147509.08457561.44247702.1677686.5057650.07561.447726.45MLPMultivariateRNN
882024-06-057606.92147540.29257633.4567610.84777632.4837578.7047615.2357639.7657644.89267622.36137580.7267631.19737599.787656.63537623.3097586.52347512.72957487.3837640.26277578.67047620.07512.737644.89StemGNNGRU
892024-06-067619.6977540.4557618.2277535.66067596.62557595.5977616.25937613.3277634.53767580.03767567.8167615.21637595.84037629.26867600.64457572.07037515.47177439.3317594.3657568.71047600.07515.477629.27StemGNNDLinear
902024-06-077615.71447550.13677598.82677495.09037580.4937593.80667616.2717589.48977612.05377554.45567556.4187595.42337595.0997577.7077587.5387557.7167518.26767422.08357579.20177530.57477606.66657495.097615.71iTransformerNHITS
912024-06-117601.73937545.3627617.55477483.62847583.1377602.98447622.97467603.07137634.46637571.47567561.70467607.5167596.8297576.3747597.97857564.51037521.23447447.7417590.23547535.6837620.07483.637622.97iTransformerPatchTST
922024-06-127595.8937569.6867634.8257476.9377595.17977606.77447623.28767632.7157651.7077610.3097578.84677632.39367571.3957606.63777609.637574.7847524.1567455.87947602.32477569.63537673.33357476.947610.31iTransformerTCN
932024-06-137641.00547622.3347708.49767521.55377629.6637648.5717672.00157705.25637730.61777749.3627613.58067719.29447605.2477661.1497673.9687611.91467528.7357519.30767645.3627563.04447690.07521.557730.62iTransformerGRU
942024-06-147656.46047645.10947711.34777577.1717651.1297647.50737683.61437716.1397731.0397786.83847640.5757734.56057636.697681.2557693.37167630.4397533.1037553.32377664.4287573.6057690.07553.327734.56MLPMultivariateDilatedRNN
952024-06-177668.96537660.6457707.57577561.25347660.08947645.7317690.68657707.5717728.61967790.43757658.0447732.91467636.4387670.1267692.14267629.06547537.53277588.30867677.8387647.88137656.66657561.257732.91iTransformerDilatedRNN
962024-06-187648.68757647.43657657.3037511.83547644.71637630.9887660.4587661.83157671.5837709.00637646.41467688.98447600.8277643.52647658.1947608.7047541.73937553.19147656.7727650.6697656.66657541.747688.98StemGNNDilatedRNN
972024-06-197717.44877666.00247670.32967520.23447635.95657617.98937659.5797660.7337689.1377667.1327633.7837690.19247602.77837635.7247655.5937608.17147544.9157544.7837635.33547654.28767670.07544.787690.19MLPMultivariateDilatedRNN
982024-06-207741.047693.8777686.9667567.39267640.50057624.09137651.6927683.717704.5087695.4057628.7437714.5917644.29447644.74957667.4247626.48937548.34237561.63047630.82967666.1587680.07561.637714.59MLPMultivariateDilatedRNN
992024-06-217702.7617688.14947697.32137612.87067652.197642.9747654.44437693.2227716.36877728.0787628.32767724.77057677.81457669.1367678.60357633.88967552.6427573.8527647.5657666.95467680.07573.857724.77MLPMultivariateDilatedRNN
1002024-06-247666.5077682.7917694.04447581.33847661.33157643.75057644.66657699.10647712.40537720.8857621.9857715.6597654.2427680.45757685.14067635.3497558.00737572.07037665.6517669.45367680.07572.077715.66MLPMultivariateDilatedRNN
1012024-06-257635.06157702.7667694.15147551.0847662.63237668.97177639.39167697.09677713.0517727.8227635.737696.7027642.59967695.5417681.6197638.4577563.53377590.36967676.1077670.2947693.33357563.537713.05StemGNNGRU
1022024-06-267649.6377721.71977711.35067582.147666.9327678.0797645.9967712.13777733.12947739.67337653.9557713.89947646.9447715.3627695.62457646.05037568.7217606.04157690.8727683.98347716.66657582.147733.13iTransformerGRU
1032024-06-277668.7817726.757736.59867605.3337678.2657679.70177667.0197739.2037761.49567762.5277676.6677745.11777650.40777704.7527709.23447649.6177573.24767663.10257698.5317634.07287723.33357605.337761.5iTransformerGRU
1042024-06-287678.55037779.7577736.76667635.71347686.4527652.34037673.5187741.3027761.0337772.0737686.61137750.62067643.93857685.82477713.25057644.22857577.58157691.8027703.7287613.67337730.07613.677772.07DeepNPTSTCN
1052024-07-017707.71837821.0547743.3867658.2687693.70657649.97667708.01277749.88677768.62557769.0137691.71447759.05667661.71737689.9477721.1567645.9997582.32037717.9337715.5667626.2847763.33357626.287769.01DeepNPTSTCN
1062024-07-027744.9177840.9457783.17679.39947717.64367653.12847735.7087787.0557806.2167806.73937684.80477796.6337692.66267722.76077756.9917667.117588.75447762.7547744.11577687.62067780.07653.137806.74TSMixerxTCN
1072024-07-037756.84477833.03477791.337692.3037731.1927658.6367735.0627794.6737812.8617828.0517669.747808.2257703.5477736.5877780.46247680.14267596.9117800.4167746.2927766.54447800.07658.647828.05TSMixerxTCN
1082024-07-047777.56747802.4637810.8047710.3347750.3397672.5567765.8267815.34137833.7887856.3537662.80967828.1187724.61877755.4447794.137694.6247603.5797779.03967766.86967784.53667800.07662.817833.79BiTCNGRU
1092024-07-057774.4437815.1587802.1957730.6797760.7727699.27547772.527811.57377823.3637849.04547671.69737830.5887724.6457770.8617787.9857692.88577610.96247843.2167780.9227741.59137766.66657671.77843.22BiTCNMLPMultivariate
1102024-07-087741.6527795.09477758.82477705.3257739.5757708.6727729.8647765.02737781.3287792.2017676.97277784.1137681.3777766.8467757.01467683.55377620.0417824.987761.1577705.3627746.66657676.977795.09BiTCNInformer
1112024-07-097722.3797773.3327745.2567703.87657714.49857696.2047714.1657753.7697769.68077768.3467679.4427764.1657656.31057739.11137735.51957682.56457629.54837730.00547737.09237674.5457720.07656.317769.68MLPGRU
1122024-07-107681.0287717.2147716.7717678.9157691.80037673.83257694.2267723.20957737.1197743.37657668.68367735.70467622.02937709.89167703.3717681.6287638.60847685.6247705.21637572.6987693.33357622.037737.12MLPGRU
1132024-07-117658.8037691.8997693.49277628.3367667.1417692.1597681.3477691.8467710.51377719.4797664.5947703.50937614.3917682.5827677.67637669.177646.2737670.8147672.557596.50637686.66657614.397710.51MLPGRU
1142024-07-127676.2127648.0077695.0287632.6227659.26567675.71347674.61967698.63047713.12847720.57665.84137702.99377618.0927679.0287672.1127670.96977654.1077660.4847659.4267646.44877680.07632.627713.13iTransformerGRU
1152024-07-157678.6727635.19347688.5947673.16367661.8227659.8337658.52257688.36137705.96537715.2057663.18757697.00347632.91267676.22857670.7117666.71737661.32237665.77057658.5697673.78567680.07635.197705.97InformerGRU
1162024-07-167651.19637671.86437692.77937689.2667668.1417660.7587659.0647692.60747711.36877719.33647655.19977696.31847641.56647667.54357679.94247684.5517665.0837669.1017668.9827684.1377666.66657651.27711.37NHITSGRU
1172024-07-177641.0577668.167673.47077659.74567664.64367654.21837660.9267676.7087690.05967700.997651.00347671.74667644.48057651.21447662.99767678.60947664.97757672.3497664.72467691.6827660.07644.487691.68MLPDeepNPTS
1182024-07-187664.96637658.1627670.03127637.78667660.3937658.63777659.8267666.50157687.9437698.48057644.28127672.9477654.76867652.12457661.85457665.9357664.42877680.06937657.5257684.03377656.66657644.287687.94BiTCNGRU
1192024-07-197665.5517670.81847667.2057635.5847660.3257668.87657658.3717665.87267684.3997695.5847643.1057674.2867663.7257643.5177663.89267656.0847663.7697700.39847657.95757680.1897656.66657643.17695.58BiTCNTCN
1202024-07-227654.737659.6017668.96977621.64067661.35257680.2117656.6797664.04447686.74667703.2697644.07377678.3687673.42637659.15337658.67337652.07377664.1927711.5897657.00057666.6827640.07666.687703.27DeepNPTSTCN
1212024-07-237627.15237658.62847644.82137588.2837648.2537672.14267633.97957642.5827660.8257681.3147644.1537657.65437654.5537659.50247642.7557629.6067664.67699.0037638.6957648.37657623.33357648.387681.31DeepNPTSTCN
1222024-07-247615.7097655.35557628.30227592.22277632.98347642.47757617.9657623.567644.3837647.40677638.7157634.5547637.8027656.2837626.5167606.36877663.5277680.9757623.42337643.5567623.33357606.377663.53TFTStemGNN
1232024-07-257626.83257642.0177633.97277613.04547627.477633.4127616.61577627.6677651.09037641.82867629.5147638.6957636.35357667.25347627.47367601.077661.2547681.9117620.4757654.30477616.66657613.057667.25iTransformerDLinear
1242024-07-267632.33357621.3897624.53277645.17147622.87557627.12557601.4377616.0457639.71837631.03667618.5417630.35947640.3737653.9417615.75937592.5127658.73737678.82287610.2017671.3637606.66657601.447671.36PatchTSTDeepNPTS
1252024-07-297639.8177612.3977614.20467662.63337615.06057627.3327595.57967606.8137629.59777619.98737608.53567623.00247640.09577621.76767607.57037582.7057655.29647666.26467606.59137680.21247593.33357612.47666.26InformerMLPMultivariate
1262024-07-307622.59337600.3437599.3697641.50837603.5447616.7357589.4747594.7337613.76377596.8247595.43267602.5237632.34967602.3867598.6797575.23547651.03967639.9197595.30477623.9967593.33357589.477641.51PatchTSTiTransformer
1272024-07-317600.51377608.8387604.47667579.51467596.7727610.01277590.86967595.0687620.027591.8987582.39947602.8277610.27647587.59967602.1967574.55477647.1647610.4177593.1997617.01867583.33357579.517620.02iTransformerGRU
1282024-08-017584.4917591.1637590.40977528.9647586.17592.43857577.1927583.0597603.9337577.8337568.31647587.8337585.22567581.4967587.47177558.94977644.5197583.24467579.9417590.29937620.07558.957644.52TFTStemGNN
1292024-08-027616.6867597.32237646.77447566.5987608.66947612.4457609.72857635.09477667.15237621.617575.3817644.40777594.10557601.3397624.8267610.8587644.5197601.4487605.99667619.89167623.33357575.387646.77BiTCNLSTM
1302024-08-057623.76277589.95757636.61337586.8367623.1897622.17537610.8967632.0917651.127634.5697591.597646.91557600.7377606.6817626.28127616.16947645.4677618.91557617.33647621.2577610.07589.967646.92InformerDilatedRNN
1312024-08-067603.18167595.41267619.8387605.92877619.76037611.8537608.6217609.9977635.32767619.0857602.1627622.47567608.057622.3427609.3187605.96977645.60557639.87947622.11437612.4947596.66657612.497639.88DeepNPTSMLPMultivariate
1322024-08-077592.17637592.8827604.55037626.9687607.0017596.9897595.73147603.8047618.54837598.38237603.1477605.98057599.8487619.7037598.3837599.8477644.6387643.83647607.19787614.2677586.66657598.387643.84TCNMLPMultivariate
1332024-08-087586.15437584.43857594.67599.3687593.317582.2527584.56547583.19787608.7057574.14457597.1637590.69737575.0367598.86677586.78177593.2867641.54937614.18757591.35067610.7157583.33357575.047614.19MLPMLPMultivariate
1342024-08-097576.4857582.3357593.2737585.8257584.16067586.20757583.8987582.8337607.3757572.5957593.0677593.87847574.76077583.6667577.9017587.48837638.0057594.36337581.2347617.99767583.33357574.767618.0MLPDeepNPTS
1352024-08-127575.6267573.12847594.56457563.6537581.9767582.9347581.9957586.4567608.7367575.64557589.74667596.43557572.65677578.6677573.81157582.90877634.54647587.7577580.6887589.6517586.66657572.667608.74MLPGRU
1362024-08-137576.85457573.62947599.7347549.2097581.66757588.32967586.2767590.11677614.3517589.0747587.63337605.0767577.57586.0677579.8227587.44877632.09037588.2517584.797591.0417593.33357573.637614.35InformerGRU
1372024-08-147588.25837580.57767608.19977543.89657583.36337587.62747592.5477600.5627623.2067583.55377584.0567605.8877590.9097583.5527593.69977596.72467629.94877583.49467588.24767596.74077590.07580.587623.21InformerGRU
1382024-08-157593.07577579.6567601.46347529.65047582.2577589.29157589.5117593.46147615.5247575.5697576.29057597.0737586.9027572.76077588.4617596.3897627.3717567.46147583.9577608.25637583.33357567.467615.52MLPMultivariateGRU
1392024-08-167586.1497569.9967593.9297514.9757578.32867583.9717580.9667585.71347608.0057570.62067570.1097592.9287577.5137570.1737584.04447591.04647624.3467556.5047577.987601.38677583.33357556.57608.0MLPMultivariateGRU
1402024-08-197594.7457567.15777595.8757563.93167579.2667591.4487583.53477587.47367610.0997572.21887566.6297595.9857578.8097562.9837580.19737587.0797621.37947557.7387578.12267597.9657570.07562.987610.1DLinearGRU
1412024-08-207579.697549.50837577.4147576.12457570.1287587.2777570.3957568.667589.4877566.75057561.1757580.9837573.94977559.2157563.70177578.2377617.9237548.49377565.1247585.6437570.07549.517589.49InformerGRU
1422024-08-217584.2797549.39067582.7537575.36577568.24667584.277579.2147573.0077596.827568.56157558.48057580.19047579.21637555.76767567.69637568.89457614.29647552.88577568.73347573.0927570.07552.897596.82MLPMultivariateGRU
1432024-08-227583.7037563.7167581.847578.46247570.42437585.17147579.53177573.9647594.5537566.87557555.73447579.71837581.857557.4087570.8577564.06547610.4277557.82967571.7487572.5797590.07557.417594.55DLinearGRU
1442024-08-237591.6937580.93657610.27447577.627583.99467586.85557595.8027597.0027626.16467585.0597560.5137605.6487586.47277580.06057588.22757581.877607.35357568.17877586.90677578.29057583.33357568.187610.27MLPMultivariateLSTM
1452024-08-267581.9097582.1057593.37267569.99567584.26667593.4857585.07237587.26767605.77547577.0627566.94347596.78867579.4947588.0817584.4047576.377604.07677567.01037583.0037593.8947583.33357567.017604.08MLPMultivariateStemGNN
1462024-08-277578.76567577.5967597.71737573.38877582.9247599.50637582.85457587.5927612.767580.6397569.92537599.49667577.8097596.23447580.9527580.58157600.8297588.5297585.49077591.11877610.07573.397612.76iTransformerGRU
1472024-08-287603.3427568.987633.4847591.4657600.2647612.35557604.12167624.77057650.60847607.2617590.21887637.9337594.2137602.3977610.3967616.1967598.7677614.45267603.7987596.21537610.07590.227637.93BiTCNDilatedRNN
1482024-08-297602.60747574.90677623.23937595.73837606.54937612.50157598.91657611.26667637.0627603.43467608.56847629.71837598.35557592.65337610.0237615.46977597.317606.9917610.11137601.68557613.33357592.657629.72DLinearDilatedRNN
1492024-08-307608.9957602.08547629.6947595.2287609.87557619.15777606.80277620.16757646.34477613.65147626.89457634.24177602.9037605.1967607.36877615.42777596.59777613.7767616.2637596.1937606.66657596.197634.24DeepNPTSDilatedRNN
1502024-09-027604.8017611.2257617.19047590.73057606.8787617.54357599.16467613.64367630.9487601.77737633.93757625.12357604.06257602.7847610.29157605.21737595.71637615.24957603.53127588.0537583.33357588.057630.95DeepNPTSGRU
1512024-09-037584.12457599.7377587.3227583.98247587.19877593.4447574.90977577.9497600.26277575.75057621.9047590.63537589.9527583.717584.7147571.90677594.25637601.54547578.657585.84137562.57575.757601.55TCNMLPMultivariate
1522024-09-047567.8247576.5057567.1887571.6727567.29157574.63777562.33157562.5097579.00737547.71347604.7757562.57967574.1787572.52647565.26277556.47467591.9597588.9077560.8087582.38777535.07547.717591.96TCNStemGNN
1532024-09-057545.3637552.6977536.80667572.77257543.6517554.34137543.5467530.6917545.0397525.5497580.7987526.21837551.90237551.98547529.3287540.5947588.37577.32577536.1197562.66857475.07525.557580.8TCNBiTCN
1542024-09-067489.1337530.0587468.77447567.32767490.51177523.73837484.98737463.25057472.6357487.39757541.5117450.58457511.9587517.21637469.27057511.43957581.1117568.3957483.8267535.00057442.57487.47568.4TCNMLPMultivariate
1552024-09-097477.1177518.3697445.9547539.00937447.3187499.8057457.06157440.96447453.29257463.89757499.50247414.84237488.55477477.187432.63967497.92777572.16757548.29257447.3197475.07422.57453.297548.29GRUMLPMultivariate
1562024-09-107456.8457501.79647427.1597514.6397422.65047479.61237434.1497419.56357435.0777450.95857466.8367396.44977459.5997444.45657420.3187478.9757562.5757523.61437425.6417442.50057412.57435.087523.61GRUMLPMultivariate
1572024-09-117431.62557488.65437421.8527484.76667405.92437468.94147418.02547409.35557431.2877444.13437435.7037386.46147435.077418.62457414.4277467.437553.0977497.1917418.0867422.50447387.57422.57497.19DeepNPTSMLPMultivariate
1582024-09-127398.91557473.74077392.91557436.3117384.27837455.4647387.81157391.30667405.77937437.62457402.30477358.94877406.28767400.4387386.07377451.55137542.69537450.63777395.8317412.5137380.07398.927473.74NHITSInformer
1592024-09-137387.88967452.9767392.81357394.62357370.5397445.64947375.93267386.7897406.7967437.6857380.1017357.82237390.0897401.12167384.25547432.34037532.577427.63047384.53377387.57237395.07370.547452.98TSMixerInformer
1602024-09-147398.79937448.3757415.4417368.9367381.91657434.6897389.7717404.1547424.2747446.0837377.0017380.4157384.0637403.65977403.4057426.2867523.9387425.3437393.1447381.04937375.07381.057448.38DeepNPTSInformer
1612024-09-187373.29157433.2937386.28177329.2497376.52257412.1477366.50637377.14557398.3237444.7077372.7047360.60167359.8037382.2687384.26037407.77937514.73977414.3647382.19437396.32867342.57396.337444.71DeepNPTSTCN
1622024-09-197345.12267423.3777354.4257277.3467354.1677386.2747350.0017351.28967372.90677441.9457368.45757339.53567347.83157371.13877345.65537383.4047504.3177387.84477357.2667375.5377325.07372.917441.94GRUTCN
1632024-09-207342.1137401.09337341.3567221.53037336.62657372.3467341.577339.7547361.29837437.1287368.07037329.5497347.68657356.947335.70657368.5627493.43557352.6977337.7937355.56357340.07329.557437.13DilatedRNNTCN
1642024-09-237367.467401.6267362.12747193.23347341.62657375.18557357.71347350.42147378.33647442.197372.9637345.41757355.94247358.65977345.74857383.84577484.00737328.7367335.99277350.67337310.07350.677442.19DeepNPTSTCN
1652024-09-247347.11477369.0857327.0817184.4587324.3687358.96887324.6487320.327345.20177433.40977367.02547315.1987335.14367339.29057318.87372.53127473.49767302.7197309.43857311.4467280.07311.457433.41DeepNPTSTCN
1662024-09-257337.67537343.4237309.84967403.08067300.53277338.34387316.5427302.5937327.4997421.2577354.3247295.577333.55227317.7227283.2267342.63537462.0047437.98737292.33847281.3397315.07283.237437.99NLinearMLPMultivariate
1672024-09-267386.4437341.61137345.35947435.37167318.4237346.2247348.7287340.5787362.80277431.19877356.0057324.477353.46347337.64557320.64947354.59777452.847508.92777315.24667315.3437310.07315.347452.84DeepNPTSStemGNN
1682024-09-277381.15237328.4557332.7517406.7457317.09337346.11777331.72857320.9227349.46537429.0597351.8057309.7787334.63967314.31157316.9547352.38137443.89657528.8137306.64557311.15677310.07309.787443.9DilatedRNNStemGNN
1692024-09-297384.1487327.32037337.92637345.9937317.2547344.3377338.87947327.8577355.9277435.84577345.17247314.27257328.30867307.4657313.5717350.1887434.777530.14757314.6747313.3127365.07313.317435.85DeepNPTSTCN
1702024-09-307415.54837352.20367403.82477401.76467357.28037360.54937371.5217392.17410.087468.9417351.297374.0237353.4517336.297371.56847373.6487428.2867573.34477362.65437365.4197420.07351.297468.94BiTCNTCN
1712024-10-087413.39457409.567462.2127444.5827405.367396.5927407.1987431.76277460.0387500.7267378.9697438.90777375.6187365.2747425.36577423.05767424.11337630.56257411.8817419.61477602.57375.627630.56MLPMLPMultivariate
1722024-10-097579.91367556.3317696.3917566.5837555.90437556.5777630.07767670.5537702.68267638.447573.1257705.0297584.6597484.13777607.1447611.40977424.18077800.65237574.4627602.40437602.57484.147705.03DLinearDilatedRNN
1732024-10-107575.5567596.85947627.46977619.67537624.68467621.927625.83847623.26277632.98057668.6927663.9947679.7697637.41467542.53967608.90627600.68077424.37457820.0977604.86437602.4457585.07542.547679.77DLinearDilatedRNN
1742024-10-117628.35257601.26957618.627603.4267626.5457664.9787622.6577592.5267625.98057680.6297699.0097640.87847648.5457571.69437587.6997603.99857424.3977784.88337599.99767584.9827575.07571.697699.01DLinearBiTCN
1752024-10-127633.67147618.31847594.0817582.04447603.7587674.0457605.0657599.97277602.3297617.72567715.67977613.97177646.5087571.17977574.5067612.55137424.287735.87657567.1477574.98837576.66657567.157715.68TiDEBiTCN
1762024-10-147653.81157630.657595.9497555.79447563.84137673.06747578.98837559.27447606.21537590.2467707.98737611.8597658.0747556.697561.9757637.48147424.14167701.2967546.09387576.5227565.07546.097701.3TiDEMLPMultivariate
1772024-10-157596.7677620.22077575.49377504.6577541.02057645.55867550.41367563.0917584.59237583.5237686.6157594.43367631.93367525.26767535.70957624.87557423.7467647.817536.92727564.8847527.57504.667647.81iTransformerMLPMultivariate
1782024-10-167537.38237620.98637528.6877451.7887512.3517561.81747499.0457525.20467534.8147547.84137628.8297523.73057571.32137509.32767482.41167535.0177422.7337588.2917511.74277511.90147477.57451.797620.99iTransformerInformer
1792024-10-177490.3267601.6657475.71837413.37947458.5877485.50347430.837471.6557480.05227518.7967557.3037453.4167502.9267485.7517450.0277454.10747420.6897541.867464.3387475.217467.57420.697557.3StemGNNBiTCN
1802024-10-187478.69147618.0387477.1477401.90627435.48547470.60557414.9277471.3347483.34037473.51377506.4297414.34677464.17047435.237464.4717434.9767418.4277530.277448.03377474.44347370.07435.497530.27TSMixerMLPMultivariate
1812024-10-217351.3257464.06847351.6997378.64067367.15677417.70657318.48837356.18167369.51177432.82377407.67147312.06647372.31057358.33547360.04447332.50737413.25837488.4667360.10947466.7497362.57318.497466.75PatchTSTDeepNPTS
1822024-10-227343.9977420.6127372.96977356.96737340.58157344.5547320.61777369.72757394.98447425.47467345.697321.17337352.9787331.0697343.60457349.05277407.93077482.91947340.6887370.0327346.66657321.177425.47DilatedRNNTCN
1832024-10-237318.67727349.63437351.23147343.76077327.80227308.26077313.72757354.397369.4877419.86777297.32867311.0817333.7717306.12357315.1587342.97467402.1277461.36047329.75547362.56747357.57306.127419.87DLinearTCN
1842024-10-247332.0257332.7647374.30577333.8037329.6427342.82237343.6887356.94147392.52937430.70367278.9397326.74467325.37067332.0627342.6857350.50937396.6877458.38537342.0857346.6867352.57325.377430.7MLPTCN
1852024-10-257341.74077293.05967366.4167319.077339.95757359.99077370.5397370.26567382.0357432.92637259.44977324.02257321.6877319.83547359.3667336.2857391.2877460.4557358.4437357.5447372.57293.067432.93InformerTCN
1862024-10-287344.71637319.5887397.68957322.85747366.5597356.097400.0277384.1047409.7437443.96047265.2587362.2577344.67147345.8967381.3457355.7767386.76567474.64757386.76277352.377373.33357319.597443.96InformerTCN
1872024-10-297359.0887309.05477393.36337346.78667376.60167374.1117393.5527384.42777402.90437452.6777299.6267378.70367352.1627395.17727389.3177366.06647382.28567455.51957373.86047373.1677380.07309.057452.68InformerTCN
1882024-10-307358.99377341.46147405.3277416.1797381.47757426.0247377.577389.7547414.11137470.71347350.94637408.2367357.64557411.4597388.2737396.6827378.24467473.9557359.3147391.3267330.07381.487470.71TSMixerTCN
1892024-10-317312.5577305.5717340.63677456.8357354.0717421.7417296.75347337.6997358.0497471.7037350.26767369.0187348.38877402.1157340.36777326.13777372.6857468.82237330.8727388.2657340.07305.577468.82InformerMLPMultivariate
1902024-11-017343.07967325.18077365.9717418.30137350.28277392.9537324.07037355.09137382.2777474.65047365.07767377.8647372.5657387.91467340.97339.71347367.8117459.857335.55477377.8257363.33357325.187459.85InformerMLPMultivariate
1912024-11-047386.98147346.1467387.88967369.5257364.33157391.77737341.57137376.1757396.9667479.08847375.3357398.97667399.13437360.82677360.9617393.31847364.03037461.7217357.1137379.33457360.07346.157461.72InformerMLPMultivariate
1922024-11-057391.63967351.34867380.56747346.30667361.38337392.487346.12747362.8377391.8777478.3327376.70467386.92147404.11967376.08547372.7277392.8367360.3967451.4577349.6457347.0547357.57346.317451.46iTransformerMLPMultivariate
1932024-11-067377.0927346.69637380.057335.56057358.75937378.2577347.7947375.067391.62557476.4817358.81457383.4017388.8787361.9177379.1237385.5897356.96737412.69737342.41947377.95657383.33357342.427412.7TiDEMLPMultivariate
1942024-11-077388.927358.83157413.89657342.16167375.16557391.04547372.72177398.9357420.1547477.7617361.5957396.0287409.2727366.3937401.27447405.45567355.0117421.7747363.1377384.17777366.66657355.017421.77StemGNNMLPMultivariate
1952024-11-087353.5777344.8357383.6817340.64067369.7517386.00737355.8987370.1387393.41557466.267359.22757360.38137396.2747382.9687375.9647376.72177353.13337417.7827356.3427372.99077383.33357344.837417.78InformerMLPMultivariate
1962024-11-117379.6777363.2377413.31057352.3557379.62357397.0267377.88677396.57137420.56157476.6617373.14167364.9917411.72757361.1327384.96047384.97367352.16167430.20757378.04157383.47367340.07363.247430.21InformerMLPMultivariate
1972024-11-127341.7737294.74467349.73247357.31457360.3627414.31847341.3697347.22177365.44247470.7117359.6947316.5887389.0917367.11777335.55037337.94977350.08357408.8397358.5347392.38437306.66657360.367414.32TSMixerTSMixerx
1982024-11-137381.98447287.1897351.88967350.50157376.1687422.7867383.60067340.75157387.01177469.2637353.83357317.99377432.25837361.6777364.91467332.7527348.1437431.7867365.8387405.6457323.33357317.997432.26DilatedRNNMLP
1992024-11-147382.61137254.21837354.04257348.4277380.54357393.62557401.78767312.57767382.10947465.34677365.0127333.26567446.7457349.96147346.70757327.26277336.29747436.1827378.38537422.7617353.33357312.587446.75RNNMLP
2002024-11-157381.5737295.52157368.15147328.45567378.26767388.9057390.93957306.4147388.5417474.63237368.28967331.2277442.0247386.58947333.9227323.28867347.4987405.92437384.1387402.8997393.33357306.417442.02RNNMLP
2012024-11-187351.677319.07237406.20657316.12357375.2577372.6297385.83847357.0687391.60167479.0337371.1787359.46247430.76077360.7377375.3057320.69787358.15777380.19977378.34777394.48977363.33357319.077430.76InformerMLP