Add Xihe-max model results

results/Xihe-max/all_results.csv

@@ -0,0 +1,98 @@
+dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+loop_seattle/5T/short,Xihe-max,40.43888994970804,41.483489122577744,3.532342967849275,0.55891249,0.09789339,0.075017267,5.073838869196485,6.3591579591725855,0.10904551950896031,0.060571883335174284,0.04814697,Transport,1
+loop_seattle/5T/medium,Xihe-max,73.00742161297084,76.07616420560824,5.063262503577706,0.8016960572185369,0.16493337001347813,0.11531932677194438,7.50853032,8.544438051327358,0.1520231104267297,0.090085844,0.0723004,Transport,1
+loop_seattle/5T/long,Xihe-max,87.23063086766139,90.94664089822697,5.467993627652541,0.8643729914057043,0.17323739895920676,0.12340939648107248,8.499727219,9.339733982703223,0.16512841767131625,0.096675252,0.078044132,Transport,1
+loop_seattle/D/short,Xihe-max,16.240375649793805,16.37617504825914,2.7048253600420455,0.8177830268838611,0.050378752,0.04997968,10.020992757686034,4.0299349436180485,0.072020321,0.048338842,0.040056892,Transport,1
+loop_seattle/H/short,Xihe-max,53.18773947289918,53.86646760274726,4.018859533424205,0.8226476562270052,0.10943146986327085,0.092176131,9.158625247,7.292992490939448,0.12909338397709974,0.071137901,0.057879168,Transport,1
+loop_seattle/H/medium,Xihe-max,59.42624660369905,59.957970448150476,4.367926264744179,0.9078157749020617,0.11562808677015905,0.09885442,8.781565361873218,7.708842105251543,0.1362529224173427,0.077202608,0.061630729,Transport,1
+loop_seattle/H/long,Xihe-max,56.54217654852511,57.23768306767608,4.254855024392227,0.8994190436126114,0.12534481398953495,0.098256265,8.785541547476168,7.519453208081364,0.1343826740004695,0.076039943,0.061238438,Transport,1
+m_dense/D/short,Xihe-max,8574.526534285324,8594.589633393813,47.25591577045392,0.7148130394027843,0.13003639221660096,0.10533245917940369,8.388933187636884,92.59873937740905,0.16030210858633187,0.081806977,0.066869633,Transport,1
+m_dense/H/short,Xihe-max,45773.40185763889,45237.41684027778,88.21960625542535,0.7847471331801037,0.2906127354064818,0.20796444968044028,12.53978650440644,213.94719408685614,0.37948904879657436,0.15647961454212142,0.13355578212703959,Transport,1
+m_dense/H/medium,Xihe-max,38522.68944444445,38068.765,81.86022461,0.7070103452613254,0.2622218402817095,0.19388590604890618,9.795823139766913,196.27197824560807,0.3414884638689207,0.1424264564085618,0.11893150841853956,Transport,1
+m_dense/H/long,Xihe-max,36433.85283950617,35871.27382716049,82.32956114969136,0.7202059854599885,0.2720325594808469,0.19675861974615394,8.826620727,190.87653821123794,0.3304355219821916,0.14252464848747629,0.11822536578982724,Transport,1
+sz_taxi/15T/short,Xihe-max,16.624965674141233,16.869075050560657,2.745602142070755,0.5481744712554384,1053329474548.7897,0.3994232773728807,4.974008623560617,4.077372398265975,0.38125177536994304,0.25672555481298753,0.2042166140725311,Transport,1
+sz_taxi/15T/medium,Xihe-max,16.32156558516399,16.441373657350617,2.753261575566758,0.5369029547625049,9.34725E+12,0.4091822104176419,4.334017424080532,4.039995740735873,0.3759890263260128,0.2562369382175664,0.20365485778608358,Transport,1
+sz_taxi/15T/long,Xihe-max,15.938422975265969,15.785610608010298,2.7098437749721445,0.5115509994352472,5909669311534.772,0.40451108713902295,3.8244341838232527,3.992295451900569,0.36951974120965486,0.25081830303155633,0.19862658462624133,Transport,1
+sz_taxi/H/short,Xihe-max,7.208081405092837,7.240879333405586,1.848838273495326,0.5632019484004515,1.0071021611465893,0.2991861754769035,4.931010868070151,2.684787031608436,0.2501044795138191,0.17223069414960424,0.13778471061852646,Transport,1
+bitbrains_fast_storage/5T/short,Xihe-max,1686273.4450776412,1804684.443830307,170.80934287803214,0.721762658,2.0146869914927734,0.5241492862205664,14.35932088905056,1298.5659186493542,4.077175814518558,0.5362990909236787,0.41807512414907394,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,Xihe-max,3079200.5768346265,3179359.9298359514,275.15055901622594,0.9944859787964451,3.8290502802143296,0.6096423701641663,21.788305704814665,1754.7651058858637,5.331460972970607,0.8359833815737332,0.6466734343231637,Web/CloudOps,2
+bitbrains_fast_storage/5T/long,Xihe-max,4315114.182411402,4798245.244979662,395.6892488482168,0.9020835917447682,4.269994214271769,0.641081769,16.608554479770408,2077.285291531089,5.489644789077534,1.0456885396962372,0.753756082,Web/CloudOps,2
+bitbrains_fast_storage/H/short,Xihe-max,3338567.7183994856,2990586.6777310176,344.7589411912258,1.0836269229307502,3.5807866625975886,0.4556640307299031,26.000839539159116,1827.1747914196621,5.208041620507467,0.9826749598328927,0.711651156,Web/CloudOps,2
+bitbrains_rnd/5T/short,Xihe-max,1519467.9174962086,1755427.6889855175,129.4388743118469,1.685214824096653,0.9420500314451983,0.476785465,54.64327586176979,1232.6669937563058,5.043717516443827,0.5296265098215975,0.436287498,Web/CloudOps,2
+bitbrains_rnd/5T/medium,Xihe-max,2227774.2230110224,2312662.8937795945,154.37789718374887,4.405160706227904,0.6873007466652346,0.5455239107870671,161.52038543366845,1492.5730209979754,6.280015466541073,0.6495465001489837,0.6230363221732866,Web/CloudOps,2
+bitbrains_rnd/5T/long,Xihe-max,2252478.4572726097,2383069.9187000855,167.18379346208692,3.3449739213485845,0.9446942625215605,0.5178461158771118,117.02658345092676,1500.8259250401459,5.749326004,0.6404434486466932,0.5877684725365372,Web/CloudOps,2
+bitbrains_rnd/H/short,Xihe-max,1752419.1156340742,1757964.507432716,146.28859898527725,5.846193790597633,1.2675260164823445,0.45932663540578794,214.83024808631765,1323.789679531486,5.793551442,0.6402304963834679,0.6020814628365917,Web/CloudOps,2
+bizitobs_application/10S/short,Xihe-max,277133.17333333334,285303.43111111113,287.13652777777776,1.0127702805614824,0.014074728224012586,0.014199012402425187,12.343137144546272,526.4343960393672,0.020302470436820423,0.011073708158886447,0.00930797,Web/CloudOps,2
+bizitobs_application/10S/medium,Xihe-max,624907.04,1906994.1333333333,729.0697916666667,1.6803280914073229,0.023520924,0.024077376,17.16130210503918,790.5106198,0.031041025427363526,0.028628424938141297,0.019247550331672338,Web/CloudOps,2
+bizitobs_application/10S/long,Xihe-max,6319850.382222222,6435751.253333333,1532.693888888889,3.2666337653169677,0.047292743,0.048358072,90.74420870624368,2513.9312604409497,0.09695228,0.059109876941883945,0.055173652959005275,Web/CloudOps,2
+bizitobs_l2c/5T/short,Xihe-max,21.041132027762277,20.928046162923177,2.686663055419922,0.2760794537119198,0.14519876948232363,0.18783679307128737,3.315343170927217,4.5870613717021795,0.15753824823736404,0.09227088,0.075943918,Web/CloudOps,7
+bizitobs_l2c/5T/medium,Xihe-max,155.61200042517007,161.55875850340135,8.443089657738096,0.8165475147896163,0.5902326631334006,0.8976846511479782,9.658625447784592,12.474453912904167,0.6563397435493132,0.44423069253486547,0.3652128522545015,Web/CloudOps,7
+bizitobs_l2c/5T/long,Xihe-max,253.85899801587303,257.2323214285714,11.377468687996032,1.077452371416156,0.8755407568037507,1.222084454847497,14.285673179126773,15.932953210747625,0.894611503,0.6388278574847336,0.543603364,Web/CloudOps,7
+bizitobs_l2c/H/short,Xihe-max,72.06878874156828,79.93214022004918,5.319949535232453,0.5328521764648978,0.4641356657980563,0.6090653871394596,3.6604720470189354,8.489333822012672,0.45759685846252546,0.28675891955022587,0.22286056808559973,Web/CloudOps,7
+bizitobs_l2c/H/medium,Xihe-max,76.14531655449511,80.55712172052691,5.192008082701517,0.5266006725632296,0.5220757097051393,0.731828762,4.664760718131172,8.726128382879494,0.5283803278112379,0.314383976,0.24960121492073345,Web/CloudOps,7
+bizitobs_l2c/H/long,Xihe-max,82.53830601948776,91.12891830664026,5.715103302632152,0.6080232944354178,0.6264686578853028,0.7846838078544696,6.339762608822812,9.085059494548606,0.5549416550234545,0.34909500452867165,0.279781724,Web/CloudOps,7
+bizitobs_service/10S/short,Xihe-max,2570.819834242725,2666.7467494419643,19.63391042880911,0.7971252845881031,0.06385074,0.054698563453072675,9.475585973561303,50.70325269884295,0.037562591,0.014545428778223048,0.011499442206701717,Web/CloudOps,2
+bizitobs_service/10S/medium,Xihe-max,10837.810357142856,14265.451785714286,32.80849795386905,1.0196288044851052,0.071887067,0.064838037,11.007491150365594,104.10480467847225,0.078351727,0.024692448,0.018631527,Web/CloudOps,2
+bizitobs_service/10S/long,Xihe-max,134972.1766137566,135134.55285714284,78.65493551587302,1.464440826,0.093576408,0.090316884,29.294566045520178,367.3855966335052,0.2721710110110273,0.058270094,0.054416546932152546,Web/CloudOps,2
+car_parts/M/short,Xihe-max,1.2950580818241584,1.3106965380842424,0.47076055615699774,0.8567573709296786,0.7848790167209564,1.8321900291063964,18.15275666178081,1.1380061870763964,2.7288220994342263,1.1288355228396694,0.965325598,Sales,1
+covid_deaths/D/short,Xihe-max,369962.24217722326,306725.0904659206,101.86014916973087,35.65174079300399,0.094724611,0.12901171357269897,835.4092325473938,608.2452154988342,0.2288552116026008,0.038325375026572524,0.032067086,Healthcare,1
+electricity/15T/short,Xihe-max,141279.76029701577,143498.62141644108,55.28438256375424,1.0601449311684314,0.1643888935813446,0.16279208826736385,15.377549594244886,375.8719998842901,0.7409178123499444,0.10897641696871235,0.092251473,Energy,1
+electricity/15T/medium,Xihe-max,264156.09554458974,259977.8466385619,55.30601038367469,0.8610060398250966,0.14337324270636323,0.12597670451853854,8.555981065017582,513.9611809704987,0.8856068805414717,0.095297826,0.077271295,Energy,1
+electricity/15T/long,Xihe-max,330229.5804085785,321604.7113930943,59.31451138589762,0.8983954315844545,0.1436085689166225,0.12797291320754545,8.565390571490592,574.6560540084638,0.9065903880948144,0.093575915,0.075828266,Energy,1
+electricity/D/short,Xihe-max,1049007868.2346092,1011889762.8182234,4058.210878211449,1.411082304708791,0.2995668482155593,0.091769886,14.592334234697502,32388.390948526747,0.5322488391469123,0.066689884,0.053638383,Energy,1
+electricity/H/short,Xihe-max,864274.1619307427,850001.9212516496,103.05088228517825,0.5266777041050522,0.12747457594792713,0.076595659,5.095731011900033,929.6634670302705,0.4388675471508702,0.048647376,0.040923294130087565,Energy,1
+electricity/H/medium,Xihe-max,2048606.9022833966,1204818.8340964597,112.14038305884009,0.5035323510976801,0.15249524095773584,0.067965688,5.045506845956524,1431.2955328245096,0.558681808,0.043772086593359426,0.039023996,Energy,1
+electricity/H/long,Xihe-max,2619405.209735736,1235045.476,118.69111577984235,0.5395718823299412,0.20074142009180723,0.073588002,5.4892995669367215,1618.4576638688254,0.6383192238381162,0.046811741,0.042692657,Energy,1
+electricity/W/short,Xihe-max,35097124115.824234,34565362805.40917,22846.82000839814,1.235510299252794,0.22048633897336387,0.079233755,10.742859933041991,187342.2646276708,0.4274532271467912,0.052128904078536556,0.041332342895364776,Energy,1
+ett1/15T/short,Xihe-max,4.683601633707682,4.781754712,1.092014367239816,0.6921990942942566,0.46022970780082373,0.2418659214262653,5.882522751550575,2.164163033070217,0.40911689125598355,0.20643616784185598,0.16158814025473567,Energy,7
+ett1/15T/medium,Xihe-max,9.432516198536707,9.786245427,1.6470763385106646,1.040924167798281,0.7349869144818671,0.4059869877792498,9.168479425,3.071240172721226,0.5853813789965113,0.3139343601043129,0.24712975265863107,Energy,7
+ett1/15T/long,Xihe-max,9.055559508308532,9.358708844866072,1.6388253541976687,1.052520715561906,0.7997495229989506,0.406379035,9.346769654497372,3.0092456709794453,0.5735651663661423,0.3123617144290837,0.24524764852559736,Energy,7
+ett1/D/short,Xihe-max,42117.94022,41065.48566443939,139.09630686555175,1.766480509851547,1.1146336400647125,0.4962759509027479,13.361876014758181,205.22655827085708,0.539034363,0.3653410638540079,0.2850215832859098,Energy,7
+ett1/H/short,Xihe-max,102.75891345796131,105.52947242373511,5.006617010207403,0.826200412,0.49055025577545164,0.26038069130852565,6.593050895535586,10.137007125279203,0.4731355947506493,0.23367929878494126,0.1820624715996708,Energy,7
+ett1/H/medium,Xihe-max,137.95930989583334,144.55598958333334,6.701797340029762,1.2437675016941583,2958229594157.718,0.42909354591908244,10.742730548237745,11.74560811094229,0.5625867856483142,0.321000206,0.25320319821738657,Energy,7
+ett1/H/long,Xihe-max,147.24996693121693,158.49685846560845,7.101802248677249,1.3763136987074605,2691565298466.4575,0.4715527764014924,10.671366791147076,12.134659736936053,0.5811025729535424,0.34008992825336687,0.26585533280365375,Energy,7
+ett1/W/short,Xihe-max,1082630.1634454986,1099290.0436052172,831.2453031771456,1.4671958716619724,0.7350579233461362,0.4953991750206089,9.137850731076716,1040.495153013938,0.41403785566132795,0.3307723460883873,0.250431905,Energy,7
+ett2/15T/short,Xihe-max,8.479928734188988,8.522592381,1.8113107227143788,0.8047592651818412,0.12011417692619296,0.13820746604082343,8.072898992,2.912031719,0.1382445108618319,0.085989367,0.069044073,Energy,7
+ett2/15T/medium,Xihe-max,12.407130766369047,12.44155536954365,2.2174245101686507,0.9338748634823686,0.1453532325007967,0.17091069911638526,8.017184318229024,3.522375727597646,0.1877137691821878,0.11817056011926685,0.093305455,Energy,7
+ett2/15T/long,Xihe-max,12.964478546626983,12.868114769345238,2.297282211061508,0.9678366807698284,0.15054429966304175,0.1753189455353978,8.541695953865863,3.600621966636734,0.1918836495196575,0.12242631931916545,0.096677287,Energy,7
+ett2/D/short,Xihe-max,111518.1309145851,110034.0390692488,203.35709583949168,1.356286607,0.41431042316951705,0.14128539581126395,10.736582468118788,333.9433049,0.19112456421435373,0.11638663134493499,0.093705476,Energy,7
+ett2/H/short,Xihe-max,103.6254424,104.72493663969495,6.349913533528646,0.733628095,0.12150211194922982,0.11013003111014098,6.334682576557165,10.179658263397696,0.1291063849842115,0.080534568,0.06402786,Energy,7
+ett2/H/medium,Xihe-max,269.56839657738095,254.60595238095237,10.112509300595239,1.069215162168459,0.18085669024168105,0.17186806374606908,8.882452987314263,16.418538198554124,0.22125036059233416,0.1362725659369031,0.10863254137409324,Energy,7
+ett2/H/long,Xihe-max,272.0387896825397,262.48017526455027,10.237462797619047,1.1241418169681254,0.19676106009406535,0.18439072697453876,8.895539484445877,16.49359844553455,0.22586713630071006,0.14019417368011045,0.11113063866015922,Energy,7
+ett2/W/short,Xihe-max,5091021.085950224,5068739.698433199,1464.5697893979975,0.9710979370150499,0.15068958369269844,0.1624888231556683,6.871278590253486,2256.3291173829725,0.18927142131478952,0.12285495210715347,0.096495763,Energy,7
+hierarchical_sales/D/short,Xihe-max,28.0263432,29.23819309536514,2.3097752139243055,0.7463516292324174,0.6202140249506622,1.0553442438712648,9.022377929501571,5.293991235192584,1.6241378835408007,0.7086134564145258,0.5831236837436201,Sales,1
+hierarchical_sales/W/short,Xihe-max,454.78526476444836,466.18196994107353,8.954045607587014,0.720057644,0.5228763031039784,0.4579959825512172,8.624740035186845,21.325694942122013,0.9790730859660866,0.41108461359379145,0.34880283933145034,Sales,1
+hospital/M/short,Xihe-max,3625.7991953751225,3679.2723875942906,18.955264318864028,0.780203251,0.19797000087800695,0.17937506302585765,6.008306866588183,60.21460948453558,0.2185930151143975,0.068812011,0.054635547,Healthcare,1
+jena_weather/10T/short,Xihe-max,818.9422784933968,886.8362285273415,5.616072987753247,0.28751553599284596,0.3237754461593019,0.38452527817733495,2.8714063331566586,28.617167548403472,0.1777484794974158,0.034882852,0.029574733703625084,Nature,21
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+jena_weather/H/long,Xihe-max,1476.605753968254,1687.5132936507937,11.981829737103174,0.9309834216893209,2.3060649174053185,0.5726754284159489,9.792603258878211,38.42662818890377,0.23137088994142524,0.072143894,0.058060309629235723,Nature,21
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+kdd_cup_2018/H/medium,Xihe-max,4917.395795395208,5223.069044463849,25.86723231,1.0743486012716004,0.9277901361414451,0.5845969295515034,10.125915533731941,70.12414559476078,1.4678253806818382,0.5414480245637849,0.4341800600126724,Nature,1
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+saugeen/M/short,Xihe-max,411.44137477671546,430.63926588927654,12.894425055670752,0.7555269757230162,0.3543082868485412,0.3696013134786186,9.672913194813075,20.284017717817036,0.6089870633720866,0.3871293230840993,0.32600890261138943,Nature,1
+saugeen/W/short,Xihe-max,937.6302734,988.184375,15.009390258789063,1.2176192637701422,0.38748023509979246,0.39893393804474114,17.005084951561724,30.620749067217478,0.9243127725223652,0.45307092564970286,0.3813146503384794,Nature,1
+solar/10T/short,Xihe-max,24.39489491409339,24.732438188167674,2.2901127325647357,1.007020243635241,4.454455625223954,1.3155952365919041,10.256712703978689,4.939118839843134,1.4367891170163136,0.6661935372654462,0.5486101887069333,Energy,1
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+solar/10T/long,Xihe-max,20.940847399635036,23.001189220270682,1.9817128771606347,0.8631169025612137,2.0318637254427627,1.243496254512787,9.873492148657405,4.576117065770394,0.9890545076858577,0.4283155404296599,0.3473585172078025,Energy,1
+solar/D/short,Xihe-max,122081.0387449835,129059.37964211908,247.8095823722363,0.9670981233246094,1.086865646736774,0.4210585607213189,5.880530678459711,349.4009712994277,0.504765418,0.3580004572294081,0.2883828229645581,Energy,1
+solar/H/short,Xihe-max,653.7347854338743,657.3359950257716,10.852439424112003,0.8360415072527302,4.059328744270328,1.0749686347320797,8.835005388842356,25.56823782418089,0.9424537591220852,0.4000245304831342,0.3260290295241634,Energy,1
+solar/H/medium,Xihe-max,690.3404197080292,706.8772924270073,11.244993988556873,0.8585847271401199,4.202688444779036,1.1886911870443309,7.851355457324129,26.274330052506176,0.9464626930777348,0.4050709294122343,0.324720559,Energy,1
+solar/H/long,Xihe-max,720.8105991484185,749.2569900648824,12.671451981320965,0.9634456738032543,4.5506880224791395,1.199695554824788,6.937880841791617,26.847916104391018,0.9308663336501123,0.4393424056456485,0.3384275128458303,Energy,1
+solar/W/short,Xihe-max,1272287.4620644862,1269842.2574933993,880.1364718358428,0.964771616,0.19331544619254587,0.17323088364743516,5.773291058243982,1127.9572075502183,0.23024425566246204,0.17965785003435691,0.14146456068052113,Energy,1
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+us_births/D/short,Xihe-max,183687.73333333334,185055.14666666667,256.7973438,0.3781654010349133,0.024780575,0.024378858111298706,4.855872146318785,428.5880695181952,0.040176654,0.024072667186309186,0.019677576,Healthcare,1
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results/Xihe-max/config.json

@@ -0,0 +1,9 @@
+{
+    "model": "Xihe-max",
+    "model_type": "zero-shot",
+    "model_dtype": "float32",
+    "model_link": "To your HF model link",
+    "org": "Ant",
+    "replication_code_available": "No",
+    "testdata_leakage": "No"
+}