Add Kairos Model results

results/Kairos_10m/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
+bitbrains_fast_storage/5T/short,Kairos_10m,1810532.091,1912681.723,187.0098493,0.831729591,3.002209001,0.590534531,16.22975749,1345.56014,4.22472607,0.587164678,0.458352563,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,Kairos_10m,3110730.865,3238868.958,329.4609586,1.060140721,6.177741877,0.695202082,30.83011185,1763.726414,5.358687963,1.000993385,0.877951505,Web/CloudOps,2
+bitbrains_fast_storage/5T/long,Kairos_10m,4586108.869,4712353.369,430.1446869,0.979887879,6.071620542,0.73735556,29.01335334,2141.520224,5.659398546,1.136743977,1.036897936,Web/CloudOps,2
+bitbrains_fast_storage/H/short,Kairos_10m,2869327.387,2453456.713,309.0994843,1.114115335,4.103139998,0.494369588,22.88990317,1693.908907,4.828190642,0.881033939,0.655800091,Web/CloudOps,2
+bitbrains_rnd/5T/short,Kairos_10m,1465660.69,1581001.544,128.4923884,1.76123324,1.312806388,0.57635041,55.65831158,1210.644741,4.953608811,0.525753762,0.441768547,Web/CloudOps,2
+bitbrains_rnd/5T/medium,Kairos_10m,2108348.405,2161279.709,175.5262686,4.495163697,1.591177821,0.662557233,168.5697024,1452.015291,6.109368508,0.738528488,0.691730142,Web/CloudOps,2
+bitbrains_rnd/5T/long,Kairos_10m,2737334.922,2853808.602,229.7301491,3.430676412,3.511605216,0.647875606,126.7719811,1654.489324,6.337975891,0.88004445,0.825368471,Web/CloudOps,2
+bitbrains_rnd/H/short,Kairos_10m,1832654.855,1730415.982,179.0902405,5.842787788,2.499416124,0.553727085,201.9890565,1353.755833,5.924697933,0.783786523,0.649874582,Web/CloudOps,2
+bizitobs_application/10S/short,Kairos_10m,613666.7456,625286.3925,416.1294406,1.580968231,0.021784332,0.022089067,22.20717372,783.3688439,0.030211407,0.01604845,0.013137639,Web/CloudOps,2
+bizitobs_application/10S/medium,Kairos_10m,3790500.788,3729079.932,1075.250867,2.673845178,0.037245446,0.037884086,61.22701643,1946.920848,0.076449853,0.042221938,0.039055802,Web/CloudOps,2
+bizitobs_application/10S/long,Kairos_10m,5949571.921,5853577.146,1459.86961,3.579093613,0.049599603,0.05072162,94.99143183,2439.174434,0.094069216,0.05630134,0.053402801,Web/CloudOps,2
+bizitobs_l2c/5T/short,Kairos_10m,20.54262746,20.74002412,2.659062964,0.274390343,0.155866221,0.158145838,4.543189006,4.53239754,0.155660873,0.091322982,0.078075822,Web/CloudOps,7
+bizitobs_l2c/5T/medium,Kairos_10m,131.2736865,132.1261307,7.491670865,0.73033687,0.558713023,0.674872034,20.16752317,11.45747296,0.602831584,0.394172068,0.366499537,Web/CloudOps,7
+bizitobs_l2c/5T/long,Kairos_10m,296.5507789,299.1918647,11.35085559,1.073609237,0.847646851,0.899640614,34.33167048,17.22064978,0.966913743,0.637333574,0.609135909,Web/CloudOps,7
+bizitobs_l2c/H/short,Kairos_10m,60.7329608,61.04508003,4.800797728,0.484780387,0.441340598,0.511886786,5.430103609,7.793135492,0.420069996,0.258775314,0.215633997,Web/CloudOps,7
+bizitobs_l2c/H/medium,Kairos_10m,69.93757513,70.26804824,4.776177979,0.491334673,0.502032132,0.602784975,9.386819422,8.362868834,0.506384423,0.289204838,0.255884742,Web/CloudOps,7
+bizitobs_l2c/H/long,Kairos_10m,82.14190456,82.31918035,5.257683624,0.56686766,0.626630707,0.667743657,13.46802478,9.06321712,0.553607483,0.321154504,0.291799819,Web/CloudOps,7
+bizitobs_service/10S/short,Kairos_10m,4058.543552,4079.008437,22.34945665,0.884871298,0.087248944,0.064748737,10.88395396,63.70669943,0.047195961,0.016557192,0.014147005,Web/CloudOps,2
+bizitobs_service/10S/medium,Kairos_10m,39408.41962,39177.0733,48.87135651,1.24555563,0.087958938,0.086401506,24.49902286,198.51554,0.149407464,0.036781732,0.03392636,Web/CloudOps,2
+bizitobs_service/10S/long,Kairos_10m,131583.8009,131476.6236,78.34476089,1.535978278,0.122186718,0.100468909,35.85316286,362.7448151,0.268732962,0.058040305,0.055512398,Web/CloudOps,2
+car_parts/M/short,Kairos_10m,1.379966796,1.345996134,0.547855546,0.971052955,0.71106495,1.795214667,18.41156084,1.17471988,2.816857769,1.3137014,1.069803943,Sales,1
+covid_deaths/D/short,Kairos_10m,3988612.078,3794762.04,286.3498588,41.03518789,0.119880061,0.152260507,1141.692506,1997.15099,0.751437744,0.107740523,0.093316017,Healthcare,1
+electricity/15T/short,Kairos_10m,153524.6974,155437.4988,59.07438236,1.098731204,0.182009491,0.172097834,18.18759412,391.8222778,0.772358953,0.116447254,0.100072249,Energy,1
+electricity/15T/medium,Kairos_10m,342047.7929,343177.9305,63.51896658,0.932210714,0.146614085,0.139066496,15.18092329,584.8485213,1.007752889,0.109449575,0.095450165,Energy,1
+electricity/15T/long,Kairos_10m,415426.3794,416555.2406,68.01105515,0.979369127,0.158566788,0.143257516,17.29451852,644.535786,1.01683423,0.107295778,0.094121759,Energy,1
+electricity/H/short,Kairos_10m,1606337.709,1649895.876,187.5725166,1.022751611,0.220597024,0.128594449,14.22096805,1267.413788,0.598309823,0.088547624,0.07415508,Energy,1
+electricity/H/medium,Kairos_10m,6211735.11,6234717.849,261.5160119,1.150560967,0.251110834,0.135597075,19.29738401,2492.335272,0.972840575,0.102078316,0.088152411,Energy,1
+electricity/H/long,Kairos_10m,9860003.068,9879399.064,301.4680021,1.290051537,0.330484509,0.149583873,25.40375538,3140.064182,1.238440419,0.118898894,0.105567037,Energy,1
+electricity/D/short,Kairos_10m,1247127328,1245713552,4262.463378,1.449482229,0.331268085,0.097179615,16.37080746,35314.68997,0.58033764,0.070046429,0.05695268,Energy,1
+electricity/W/short,Kairos_10m,36836035416,37253801527,25556.25897,1.412593911,0.248364726,0.092946908,14.83053764,191927.1617,0.437914454,0.05831095,0.046852236,Energy,1
+ett1/15T/short,Kairos_10m,5.300356797,5.31324402,1.133080507,0.720062519,0.520042192,0.246191844,8.79494876,2.302250377,0.435221135,0.214199372,0.179693587,Energy,7
+ett1/15T/medium,Kairos_10m,9.566173699,9.627244225,1.619898853,1.011907023,0.76232271,0.389823271,17.42351711,3.092923164,0.58951418,0.308754305,0.268566617,Energy,7
+ett1/15T/long,Kairos_10m,9.280986236,9.302320575,1.61754719,1.031722205,0.802001847,0.391256179,19.45241591,3.046471112,0.580660376,0.308306078,0.271595474,Energy,7
+ett1/H/short,Kairos_10m,107.2321071,108.1013412,5.147870834,0.85338299,0.514793758,0.268129726,8.974475367,10.35529367,0.483323921,0.240272193,0.198732952,Energy,7
+ett1/H/medium,Kairos_10m,138.9595444,139.5240566,7.001363107,1.289394967,4.30854E+12,0.432953863,23.30471769,11.7881103,0.564622566,0.335348712,0.287811738,Energy,7
+ett1/H/long,Kairos_10m,146.9223161,147.2141426,7.117938773,1.323733772,4.06479E+12,0.454740494,27.96227788,12.1211516,0.580455686,0.340862665,0.299351126,Energy,7
+ett1/D/short,Kairos_10m,40916.28663,40854.56691,135.4433603,1.732398179,1.169964409,0.485007665,14.62261282,202.2777463,0.53128923,0.355746492,0.283327069,Energy,7
+ett1/W/short,Kairos_10m,1562560.839,1542194.275,873.7720124,1.388739924,0.693768152,0.475561352,9.158197955,1250.024335,0.497414527,0.347694745,0.269048117,Energy,7
+ett2/15T/short,Kairos_10m,8.302789351,8.311591102,1.764882267,0.757097444,0.107651499,0.129594791,9.171380634,2.881456116,0.136792976,0.083785242,0.069264253,Energy,7
+ett2/15T/medium,Kairos_10m,12.21097657,12.24386233,2.173864332,0.89320208,0.134642523,0.162314071,17.29400971,3.494420777,0.186223999,0.115849159,0.102010919,Energy,7
+ett2/15T/long,Kairos_10m,11.75403925,11.74075185,2.1722814,0.899702535,0.13602665,0.164359369,20.04326974,3.428416435,0.182706505,0.1157648,0.104163117,Energy,7
+ett2/H/short,Kairos_10m,103.1219513,103.4147463,6.344779407,0.737790623,0.121383688,0.11105188,7.510896992,10.15489789,0.128792354,0.080469453,0.065633211,Energy,7
+ett2/H/medium,Kairos_10m,232.9115885,233.865732,9.670508716,1.034360918,0.173058682,0.167535172,19.72308539,15.26144123,0.205657718,0.130316313,0.114305765,Energy,7
+ett2/H/long,Kairos_10m,218.0616891,217.4376764,9.143644036,1.001303315,0.175363239,0.170617224,23.64694857,14.76691197,0.202221496,0.125215169,0.113164663,Energy,7
+ett2/D/short,Kairos_10m,124359.417,119712.8567,206.7277103,1.340607581,0.441081873,0.13563725,11.62884797,352.6463058,0.201828773,0.118315716,0.09688143,Energy,7
+ett2/W/short,Kairos_10m,4225332.79,4052880.539,1384.865595,0.953398771,0.164246292,0.189289749,5.64283276,2055.561429,0.172430072,0.11616898,0.091534065,Energy,7
+hierarchical_sales/D/short,Kairos_10m,27.91455607,28.35606058,2.318985732,0.753311602,0.628465036,1.016531245,9.224303992,5.283422761,1.620895593,0.711439141,0.596698377,Sales,1
+hierarchical_sales/W/short,Kairos_10m,480.0083695,482.9231101,9.405300158,0.741136701,0.587627419,0.471909615,8.387690391,21.90909331,1.00585719,0.431801931,0.365377768,Sales,1
+hospital/M/short,Kairos_10m,3993.181301,3898.252304,20.00846385,0.778758211,0.20181704,0.178820548,7.087910855,63.19162366,0.229400268,0.07263537,0.058375885,Healthcare,1
+jena_weather/10T/short,Kairos_10m,671.8771544,727.4382035,5.30533567,0.287055399,0.392783991,0.388796476,3.193699929,25.92059325,0.160999378,0.032952785,0.028034228,Nature,21
+jena_weather/10T/medium,Kairos_10m,1538.693578,1544.01571,10.11403831,0.646882761,0.767474677,0.543149908,15.4281034,39.22618485,0.24073043,0.062069681,0.056651488,Nature,21
+jena_weather/10T/long,Kairos_10m,1494.616802,1491.537582,9.925640064,0.674084581,0.814208848,0.49646408,17.36593219,38.66027421,0.236568839,0.060736691,0.056184652,Nature,21
+jena_weather/H/short,Kairos_10m,1078.625471,1088.699065,8.282835479,0.522555661,1.216712904,0.48348571,6.070476252,32.842434,0.201322019,0.050773252,0.044053348,Nature,21
+jena_weather/H/medium,Kairos_10m,1382.86239,1383.213599,10.64639829,0.784102826,2.235314318,0.491635757,15.19587935,37.18685776,0.227552972,0.065147198,0.059242461,Nature,21
+jena_weather/H/long,Kairos_10m,1392.874626,1406.725912,11.7966697,1.010064577,3.029660378,0.553565525,26.1871929,37.32123559,0.224715199,0.071029025,0.06460137,Nature,21
+jena_weather/D/short,Kairos_10m,417.7352865,432.4015161,10.46425314,1.151357989,0.684712558,0.465561918,9.177513542,20.43857349,0.123073616,0.063011906,0.050933146,Nature,21
+kdd_cup_2018/H/short,Kairos_10m,4419.601553,4529.073298,22.49060626,0.934864612,0.895238641,0.492621138,9.6108999,66.48008388,1.391548557,0.470769121,0.385794681,Nature,1
+kdd_cup_2018/H/medium,Kairos_10m,5026.305216,5051.372151,25.09016039,1.042052773,0.982277674,0.55276731,23.58832538,70.89644008,1.48399089,0.525182497,0.47633815,Nature,1
+kdd_cup_2018/H/long,Kairos_10m,4109.368354,4158.984394,24.29095432,1.017889098,1.017874715,0.606667263,27.18648876,64.10435519,1.504147212,0.569963946,0.529071639,Nature,1
+kdd_cup_2018/D/short,Kairos_10m,2738.983347,2861.86742,20.90804455,1.18084037,0.521594111,0.457834174,12.82975368,52.33529733,1.172366229,0.468362398,0.38959781,Nature,1
+loop_seattle/5T/short,Kairos_10m,40.64405025,41.11053169,3.530882594,0.559802009,0.095450682,0.075121614,5.910752047,6.375268642,0.109321782,0.060546841,0.049453158,Transport,1
+loop_seattle/5T/medium,Kairos_10m,77.39246813,78.53904624,5.151573297,0.817428835,0.16932764,0.117884492,13.80072234,8.797298911,0.156522025,0.091657075,0.079090824,Transport,1
+loop_seattle/5T/long,Kairos_10m,90.2883451,91.16576298,5.558082904,0.877834318,0.178302018,0.125476249,16.91393642,9.502017949,0.167997631,0.098268048,0.086300006,Transport,1
+loop_seattle/H/short,Kairos_10m,57.18461933,57.60757245,4.23055205,0.856369599,0.122813514,0.097658313,10.65703661,7.562051264,0.133855998,0.074885074,0.0626711,Transport,1
+loop_seattle/H/medium,Kairos_10m,66.81366939,66.56706103,4.867457479,0.993321252,0.134308115,0.110150638,16.42223228,8.173962894,0.144473881,0.086031767,0.074308162,Transport,1
+loop_seattle/H/long,Kairos_10m,60.70510834,61.31113802,4.628187224,0.960032499,0.148915903,0.107596221,17.61205959,7.791348301,0.139241802,0.082711888,0.07228013,Transport,1
+loop_seattle/D/short,Kairos_10m,18.45696981,18.54099565,2.945943744,0.88573819,0.054799714,0.054443332,15.87653927,4.296157564,0.076778074,0.05264795,0.046094922,Transport,1
+m4_daily/D/short,Kairos_10m,391497.8652,397876.8751,184.5510234,3.368832711,0.04615679,0.031635598,37.43967871,625.6979025,0.096653034,0.028508033,0.023419576,Econ/Fin,1
+m4_hourly/H/short,Kairos_10m,969630.2788,975116.8155,223.5987388,1.181314413,0.116265106,0.104532851,10.61118617,984.6980648,0.134433036,0.030526167,0.024118603,Econ/Fin,1
+m4_monthly/M/short,Kairos_10m,1877492.86,1890124.823,567.3343786,0.969122306,0.160023484,0.132755817,11.58481131,1370.216355,0.284777998,0.11791156,0.097795424,Econ/Fin,1
+m4_quarterly/Q/short,Kairos_10m,1857582.324,1858601.262,574.8336255,1.192798692,0.119648127,0.104618625,14.01880353,1362.931519,0.228130736,0.096217026,0.080001916,Econ/Fin,1
+m4_weekly/W/short,Kairos_10m,330414.0372,333779.3971,298.6387644,2.674855413,0.070933405,0.07033857,21.51909622,574.8165248,0.104722657,0.054407352,0.043742066,Econ/Fin,1
+m4_yearly/A/short,Kairos_10m,3178454.973,3183331.875,816.8244874,2.985468989,0.162086473,0.137889205,40.2147412,1782.822193,0.285883801,0.130981592,0.110006829,Econ/Fin,1
+m_dense/H/short,Kairos_10m,48160.97429,48326.53369,98.64674668,0.854007898,0.346444744,0.246750134,12.01473687,219.4560874,0.389260451,0.174974764,0.146597968,Transport,1
+m_dense/H/medium,Kairos_10m,42946.55675,42927.45376,98.68519071,0.832516702,0.360330447,0.25326675,12.16657343,207.2355103,0.360563619,0.17169977,0.143687786,Transport,1
+m_dense/H/long,Kairos_10m,45005.55068,44941.54037,102.4647671,0.863176632,0.369114845,0.257607789,13.79695231,212.145117,0.367254577,0.177381668,0.150249557,Transport,1
+m_dense/D/short,Kairos_10m,8355.244675,8344.594807,46.82486186,0.695106111,0.126786815,0.100242404,9.683785974,91.40702749,0.158239086,0.081060762,0.067145752,Transport,1
+restaurant/D/short,Kairos_10m,140.5706043,141.3613837,7.23156217,0.69355123,0.711404825,0.397673358,6.526674012,11.85624748,0.54565198,0.332813246,0.269470384,Sales,1
+saugeen/D/short,Kairos_10m,1117.759425,1329.733154,13.99998133,3.11030755,0.310290698,0.357092107,38.55055068,33.43290931,1.082899882,0.453462724,0.377373245,Nature,1
+saugeen/W/short,Kairos_10m,867.9728929,910.4976711,15.12883234,1.22722935,0.437968539,0.423039432,14.32639105,29.46137968,0.889316241,0.456676383,0.378713428,Nature,1
+saugeen/M/short,Kairos_10m,374.6974066,378.1033093,12.05295908,0.706306814,0.354173757,0.343810414,9.545841469,19.35710223,0.581158242,0.361865966,0.307696213,Nature,1
+solar/10T/short,Kairos_10m,30.11446408,29.83210635,2.446171777,1.080078207,6.329230346,1.095985989,22.61629389,5.487664721,1.59636106,0.7115911,0.632086323,Energy,1
+solar/10T/medium,Kairos_10m,18.87475381,18.75175701,1.751308057,0.767035677,3.74801772,0.953134309,18.09525531,4.344508466,0.964063694,0.388622218,0.353206899,Energy,1
+solar/10T/long,Kairos_10m,19.8978288,19.91892616,1.851552939,0.810446929,3.695683806,0.945560794,19.14383605,4.460698241,0.964108573,0.400183551,0.363499862,Energy,1
+solar/H/short,Kairos_10m,728.6604486,722.2543287,11.40852035,0.880963217,4.851503329,1.096192009,14.47191876,26.99371128,0.994997188,0.42052186,0.369250237,Energy,1
+solar/H/medium,Kairos_10m,731.1075893,726.8118343,11.26094998,0.862083883,5.024127648,0.869450865,15.68261525,27.03900126,0.974007934,0.405645701,0.357972002,Energy,1
+solar/H/long,Kairos_10m,719.706837,717.2635631,11.99304579,0.913622403,6.480797139,0.870100589,16.4780499,26.8273524,0.93015332,0.415820808,0.365656595,Energy,1
+solar/D/short,Kairos_10m,128887.22,138248.8152,253.4257179,0.988675235,1.125668135,0.424552004,7.250994189,359.0086629,0.518645257,0.366113858,0.298755026,Energy,1
+solar/W/short,Kairos_10m,1724042.309,1702531.917,1049.920951,1.14966831,0.23934989,0.205960952,5.211548907,1313.027916,0.268021813,0.214315106,0.161385581,Energy,1
+sz_taxi/15T/short,Kairos_10m,16.71656027,16.76992299,2.765511895,0.552011102,1.0565E+12,0.398875223,5.280649393,4.088589032,0.382300573,0.258587198,0.208897079,Transport,1
+sz_taxi/15T/medium,Kairos_10m,17.05466285,17.06151511,2.828485422,0.551494367,1.08737E+13,0.410716438,10.57946274,4.12972915,0.38434022,0.263237774,0.231693625,Transport,1
+sz_taxi/15T/long,Kairos_10m,16.15779234,16.11721364,2.77039906,0.52302319,7.00833E+12,0.40564965,11.45797907,4.019675652,0.372053995,0.256423186,0.230494889,Transport,1
+sz_taxi/H/short,Kairos_10m,7.251273563,7.275430271,1.868721965,0.57004514,1.101679632,0.299723346,5.339876235,2.692818888,0.250852698,0.174082984,0.141010543,Transport,1
+temperature_rain/D/short,Kairos_10m,170.5559356,180.4207189,5.995170112,1.414163307,39.72589316,1.434223286,24.49561994,13.05970657,1.53747275,0.705790029,0.583723713,Nature,1
+us_births/D/short,Kairos_10m,209347.3418,208010.0311,298.7584456,0.439924569,0.028429703,0.028101218,5.739075333,457.5449068,0.042891122,0.02800618,0.023432893,Healthcare,1
+us_births/W/short,Kairos_10m,3314698.973,3324767.554,1350.922852,1.228312098,0.018144656,0.018334756,10.53156755,1820.631476,0.024714894,0.018338645,0.014700383,Healthcare,1
+us_births/M/short,Kairos_10m,43947173.33,44131778.67,5834.16276,0.659422984,0.018011262,0.018105495,3.125986382,6629.266425,0.020590456,0.01812087,0.013579064,Healthcare,1

results/Kairos_10m/config.json

@@ -0,0 +1,9 @@
+{
+    "model": "Kairos_10m",
+    "model_type": "zero-shot",
+    "model_dtype": "float32",
+    "model_link": "https://huggingface.co/mldi-lab/Kairos_10m",
+    "code_link": "https://github.com/foundation-model-research/Kairos",
+    "org": "ShanghaiTech University",
+    "testdata_leakage": "No"
+}

results/Kairos_23m/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
+bitbrains_fast_storage/5T/short,Kairos_23m,1707341.794,1784558.671,179.0190917,0.808000842,2.704615412,0.560622395,15.76129876,1306.652897,4.102566949,0.562075675,0.441013666,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,Kairos_23m,3328570.202,3531051.56,324.7435942,1.081494928,5.97465739,0.70911085,30.98600809,1824.436955,5.543143353,0.986660729,0.86709214,Web/CloudOps,2
+bitbrains_fast_storage/5T/long,Kairos_23m,4568745.259,4653083.681,413.6801344,0.976229155,5.614626186,0.732703378,28.1947039,2137.462341,5.648674774,1.09323308,0.992588002,Web/CloudOps,2
+bitbrains_fast_storage/H/short,Kairos_23m,3413698.149,3045016.897,353.0351745,1.109313467,4.187970438,0.48545739,21.90959844,1847.61959,5.266316019,1.006264929,0.741144631,Web/CloudOps,2
+bitbrains_rnd/5T/short,Kairos_23m,1534957.708,1663030.753,133.5207793,1.752172492,1.338067227,0.549458185,55.81945093,1238.934102,5.069360707,0.546328486,0.462226594,Web/CloudOps,2
+bitbrains_rnd/5T/medium,Kairos_23m,2543514.582,2617378.394,211.131306,4.491108758,2.761358799,0.657647288,168.1060341,1594.839986,6.710304809,0.88833703,0.83501316,Web/CloudOps,2
+bitbrains_rnd/5T/long,Kairos_23m,2646024.019,2724295.42,215.879959,3.418166699,3.199160744,0.623240056,125.8029147,1626.660388,6.231369509,0.826987491,0.779093528,Web/CloudOps,2
+bitbrains_rnd/H/short,Kairos_23m,1829934.461,1698663.671,181.6947208,5.918637469,2.606476248,0.538474269,203.4749602,1352.750702,5.920298987,0.795185004,0.65899633,Web/CloudOps,2
+bizitobs_application/10S/short,Kairos_23m,428854.2467,436366.8048,360.2895687,1.284805938,0.017477108,0.01767147,19.2922527,654.869641,0.025255706,0.013894929,0.011657033,Web/CloudOps,2
+bizitobs_application/10S/medium,Kairos_23m,3848082.191,3803404.211,1085.956001,2.519400122,0.035465608,0.036134312,60.42480203,1961.652923,0.077028339,0.042642297,0.039821635,Web/CloudOps,2
+bizitobs_application/10S/long,Kairos_23m,5454809.804,5394829.469,1420.80945,3.036164922,0.042674628,0.04368477,79.92239677,2335.553426,0.090072967,0.054794946,0.051865761,Web/CloudOps,2
+bizitobs_l2c/5T/short,Kairos_23m,21.71855353,21.86138777,2.762863287,0.283967715,0.159403307,0.158433581,4.481306806,4.660316891,0.160054141,0.094887906,0.080466497,Web/CloudOps,7
+bizitobs_l2c/5T/medium,Kairos_23m,125.9852388,126.4387094,7.447215776,0.75172113,0.526929307,0.694814941,20.48971538,11.22431462,0.590564027,0.391833077,0.362121991,Web/CloudOps,7
+bizitobs_l2c/5T/long,Kairos_23m,309.4200162,310.8392044,11.74248572,1.11161244,0.884080186,0.92823194,35.13115033,17.59033872,0.987671225,0.659323021,0.627991555,Web/CloudOps,7
+bizitobs_l2c/H/short,Kairos_23m,58.27923192,58.40539445,4.730869463,0.480441452,0.456774521,0.536242635,6.449291552,7.634083568,0.411496689,0.255006001,0.216424908,Web/CloudOps,7
+bizitobs_l2c/H/medium,Kairos_23m,64.85084853,64.89934256,4.740805435,0.49038535,0.501237908,0.656779709,9.271107074,8.053002455,0.487621542,0.287062977,0.253086961,Web/CloudOps,7
+bizitobs_l2c/H/long,Kairos_23m,78.84433918,78.94470137,5.141076927,0.555519392,0.618180873,0.692736589,13.19774405,8.879433494,0.542381448,0.31403183,0.285876414,Web/CloudOps,7
+bizitobs_service/10S/short,Kairos_23m,3733.905852,3732.507719,21.3423794,0.83937801,0.081588223,0.076264087,11.14286213,61.10569411,0.045269053,0.015811117,0.013379555,Web/CloudOps,2
+bizitobs_service/10S/medium,Kairos_23m,48475.35173,48416.88268,49.18446468,1.195938998,0.095605106,0.100061225,23.61456548,220.1711873,0.165706014,0.037017385,0.034242579,Web/CloudOps,2
+bizitobs_service/10S/long,Kairos_23m,130500.5745,130369.5168,74.21120669,1.387789888,0.104107327,0.11587307,32.58120384,361.2486325,0.267624542,0.054978036,0.052709078,Web/CloudOps,2
+car_parts/M/short,Kairos_23m,1.35126107,1.31537328,0.55208667,0.984477066,0.691285403,1.78780268,17.95724707,1.162437555,2.787406014,1.323847202,1.067456747,Sales,1
+covid_deaths/D/short,Kairos_23m,4200571.492,4058449.428,290.3054806,41.01133791,0.120935699,0.34891478,1068.641889,2049.529578,0.771145442,0.109228845,0.092407369,Healthcare,1
+electricity/15T/short,Kairos_23m,151495.2357,152907.6878,59.37378781,1.114015098,0.193453193,0.17018331,19.21801586,389.2238889,0.767237016,0.117037441,0.100976263,Energy,1
+electricity/15T/medium,Kairos_23m,357419.005,359468.0345,63.07073961,0.906346837,0.147418971,0.136715352,14.85963536,597.8453019,1.030147651,0.108677235,0.095116077,Energy,1
+electricity/15T/long,Kairos_23m,393679.1096,394906.6041,66.31459815,0.952142182,0.157162891,0.140069446,16.85484711,627.4385305,0.989861214,0.10461941,0.091762582,Energy,1
+electricity/H/short,Kairos_23m,1558370.562,1589332.451,181.873561,0.993847504,0.226693101,0.126667516,13.82499369,1248.347132,0.589308999,0.08585731,0.071976246,Energy,1
+electricity/H/medium,Kairos_23m,6075265.137,6118089.187,258.0729869,1.138975944,0.248377239,0.134842464,18.77937102,2464.805294,0.962094718,0.10073439,0.086806012,Energy,1
+electricity/H/long,Kairos_23m,9848452.691,9908715.864,299.7382446,1.287702513,0.32363146,0.14865293,24.87294107,3138.224449,1.237714828,0.118216678,0.104681863,Energy,1
+electricity/D/short,Kairos_23m,1315988843,1307053715,4336.847313,1.449698347,0.355762507,0.097909129,15.86737479,36276.56052,0.596144367,0.071268804,0.057508934,Energy,1
+electricity/W/short,Kairos_23m,41207838979,41641755155,26355.03477,1.417538512,0.240266199,0.091990789,15.01738318,202997.1403,0.463172493,0.060133493,0.048222479,Energy,1
+ett1/15T/short,Kairos_23m,5.046287597,5.040945261,1.105387792,0.710783211,0.504222102,0.240302058,9.503843586,2.246394355,0.424662022,0.208964296,0.177053945,Energy,7
+ett1/15T/medium,Kairos_23m,9.37870697,9.409024851,1.60489475,1.014918936,0.785989691,0.390423498,18.93467566,3.062467464,0.583709293,0.305894509,0.26927411,Energy,7
+ett1/15T/long,Kairos_23m,8.976488554,8.984341912,1.569445922,1.010603201,0.787634474,0.389888382,20.04390289,2.996078863,0.571055564,0.299137929,0.265214963,Energy,7
+ett1/H/short,Kairos_23m,105.937825,106.9329282,5.14991562,0.852810101,0.519497721,0.269973462,8.610663579,10.29261021,0.480398227,0.240367631,0.197163041,Energy,7
+ett1/H/medium,Kairos_23m,140.8053483,141.0363157,7.060981946,1.316249527,3.4834E+12,0.440387104,24.12348267,11.86614294,0.568360145,0.338204313,0.289715033,Energy,7
+ett1/H/long,Kairos_23m,154.8883624,155.4902709,7.111122511,1.335753115,2.06196E+12,0.457200531,28.455959,12.44541532,0.595983973,0.340536249,0.299249152,Energy,7
+ett1/D/short,Kairos_23m,38758.73978,38879.20092,130.4698161,1.63771442,1.332695709,0.45825865,14.15551161,196.8723947,0.517091894,0.342683313,0.27365841,Energy,7
+ett1/W/short,Kairos_23m,1173650.819,1152782.474,804.0648717,1.425272753,0.516807305,0.516429872,9.4166173,1083.35166,0.43109149,0.319956609,0.253953737,Energy,7
+ett2/15T/short,Kairos_23m,9.203477002,9.268239052,1.884437798,0.798972716,0.113856208,0.135158918,10.22236821,3.03372329,0.144021641,0.089460968,0.074564323,Energy,7
+ett2/15T/medium,Kairos_23m,13.15442562,13.20147098,2.237063072,0.909482641,0.13588952,0.161862105,17.5250791,3.626903035,0.193284218,0.119217134,0.104911461,Energy,7
+ett2/15T/long,Kairos_23m,12.32623053,12.32898447,2.21113724,0.907549653,0.135350556,0.162084741,20.0203573,3.510873186,0.187100775,0.117835498,0.105881471,Energy,7
+ett2/H/short,Kairos_23m,109.576251,109.52402,6.467573708,0.746650059,0.122458384,0.111828774,7.857717911,10.46786755,0.13276168,0.082026826,0.067473941,Energy,7
+ett2/H/medium,Kairos_23m,224.5714778,224.8240202,9.381193697,1.007837385,0.168440071,0.164329425,18.93446311,14.98570912,0.201942051,0.126417607,0.110914282,Energy,7
+ett2/H/long,Kairos_23m,222.4406173,222.0433279,9.194034282,1.008696567,0.174330261,0.170523555,24.13914005,14.91444325,0.204241824,0.125905225,0.114217777,Energy,7
+ett2/D/short,Kairos_23m,112864.7907,107753.8629,196.8557583,1.299417389,0.441465764,0.134760083,11.70359315,335.9535544,0.192275072,0.112665738,0.092540734,Energy,7
+ett2/W/short,Kairos_23m,4150899.216,3851434.076,1378.458293,0.974422298,0.172392256,0.201068219,6.133161686,2037.375571,0.170904557,0.115631505,0.090797113,Energy,7
+hierarchical_sales/D/short,Kairos_23m,27.63740127,28.0194047,2.320944333,0.752799204,0.630752444,1.012782492,8.883299434,5.257128614,1.61282884,0.712040018,0.593441178,Sales,1
+hierarchical_sales/W/short,Kairos_23m,477.5471216,475.1658983,9.405112953,0.739019721,0.582120064,0.469097267,8.142246176,21.85285157,1.003275104,0.431793336,0.365047483,Sales,1
+hospital/M/short,Kairos_23m,3520.236374,3482.872011,19.22710103,0.778595956,0.199949906,0.177208595,7.11413443,59.33157991,0.215387413,0.069798842,0.056159187,Healthcare,1
+jena_weather/10T/short,Kairos_23m,665.6996914,738.7743629,5.319821034,0.287800469,0.371741177,0.286308668,3.175860949,25.80115678,0.160257528,0.033042757,0.028078195,Nature,21
+jena_weather/10T/medium,Kairos_23m,1459.735745,1471.256187,9.794295435,0.631514464,0.76686471,0.468485839,14.7559298,38.20648826,0.234472569,0.060107425,0.054855219,Nature,21
+jena_weather/10T/long,Kairos_23m,1474.013604,1474.98976,9.818192732,0.657502959,0.786090625,0.446823014,17.09893396,38.39288481,0.234932637,0.060079203,0.055633265,Nature,21
+jena_weather/H/short,Kairos_23m,1050.920584,1061.345807,8.200854975,0.529682405,1.375343121,0.391644545,5.918081082,32.4179053,0.198719685,0.050270716,0.043463064,Nature,21
+jena_weather/H/medium,Kairos_23m,1413.997261,1415.30579,10.94789852,0.838833883,3.356717372,0.499567536,16.15376344,37.60315493,0.230100368,0.066992131,0.060483964,Nature,21
+jena_weather/H/long,Kairos_23m,1213.065642,1208.287068,11.93862578,1.067859211,3.607675903,0.502165502,27.99286492,34.82909189,0.209709732,0.071883758,0.065411956,Nature,21
+jena_weather/D/short,Kairos_23m,414.3082141,419.1556883,10.64303979,1.192655032,0.775180214,0.465483169,11.02148995,20.35456249,0.122567733,0.064088494,0.05127791,Nature,21
+kdd_cup_2018/H/short,Kairos_23m,4427.067033,4547.675895,22.57937472,0.946478975,0.886918433,0.497183501,9.870102896,66.53620844,1.392723345,0.472627206,0.387048407,Nature,1
+kdd_cup_2018/H/medium,Kairos_23m,5132.194615,5165.174831,25.18841888,1.037104069,0.949265505,0.552893546,22.98073436,71.63933707,1.499541069,0.527239225,0.480136893,Nature,1
+kdd_cup_2018/H/long,Kairos_23m,4109.150866,4160.615973,24.32751484,1.022176443,1.001448125,0.609091317,26.55714712,64.1026588,1.504107408,0.570821803,0.528577145,Nature,1
+kdd_cup_2018/D/short,Kairos_23m,2729.877292,2882.415445,21.042573,1.183348289,0.526683939,0.458743711,12.03411154,52.24822765,1.170415776,0.471375978,0.389363814,Nature,1
+loop_seattle/5T/short,Kairos_23m,41.21857391,41.74000211,3.5585549,0.565187368,0.095963707,0.075800575,6.04550471,6.420169305,0.110091729,0.06102136,0.049906874,Transport,1
+loop_seattle/5T/medium,Kairos_23m,76.41336493,77.20204798,5.108584848,0.809479209,0.165790482,0.116921678,13.41299602,8.741473842,0.155528782,0.090892222,0.078314894,Transport,1
+loop_seattle/5T/long,Kairos_23m,90.81446073,91.30525049,5.567232231,0.877176524,0.177444604,0.12563399,16.65596941,9.529662152,0.168486386,0.09842981,0.086398042,Transport,1
+loop_seattle/H/short,Kairos_23m,58.2232892,58.66340734,4.262083519,0.863428695,0.121602632,0.098258336,10.86460728,7.630418678,0.135066171,0.075443213,0.063286668,Transport,1
+loop_seattle/H/medium,Kairos_23m,66.37172741,66.25331435,4.786359657,0.978355234,0.132591807,0.108508555,16.08485316,8.146884522,0.143995274,0.084598372,0.073006138,Transport,1
+loop_seattle/H/long,Kairos_23m,59.68090767,60.23684426,4.54657852,0.944957048,0.145220616,0.105705796,17.28279314,7.725341913,0.13806218,0.081253432,0.070962569,Transport,1
+loop_seattle/D/short,Kairos_23m,18.36945918,18.43300042,2.926311011,0.879414473,0.054250849,0.054045953,14.76922716,4.285960706,0.076595843,0.052297087,0.045369863,Transport,1
+m4_daily/D/short,Kairos_23m,396646.5527,401988.9526,180.3247399,3.315577651,0.04465909,0.030930723,35.33684798,629.7988193,0.097286512,0.027855189,0.022857668,Econ/Fin,1
+m4_hourly/H/short,Kairos_23m,1166720.87,1146693.283,223.9427119,1.052534835,0.108654735,0.103211934,10.0369363,1080.148541,0.147464134,0.030573127,0.024380711,Econ/Fin,1
+m4_monthly/M/short,Kairos_23m,1896907.858,1912070.585,568.781396,0.971246858,0.160140477,0.132688364,11.40348175,1377.282781,0.286246644,0.1182123,0.097844071,Econ/Fin,1
+m4_quarterly/Q/short,Kairos_23m,1903249.605,1903418.522,575.5485976,1.191176832,0.120744574,0.104665653,13.7372899,1379.583127,0.230917922,0.0963367,0.079967133,Econ/Fin,1
+m4_weekly/W/short,Kairos_23m,338007.3029,335784.8361,292.2761162,2.476020196,0.071899634,0.070616361,18.93165696,581.3839548,0.10591914,0.053248176,0.042922655,Econ/Fin,1
+m4_yearly/A/short,Kairos_23m,3226780.754,3218642.586,818.7294448,2.983811947,0.163574173,0.13771485,39.06809475,1796.324234,0.288048916,0.131287061,0.109863485,Econ/Fin,1
+m_dense/H/short,Kairos_23m,47900.96206,48249.68888,97.748952,0.848947814,0.323038216,0.241225236,11.92782338,218.8628841,0.388208256,0.1733823,0.145967115,Transport,1
+m_dense/H/medium,Kairos_23m,41303.09042,41285.4816,95.0202017,0.80189121,0.334465831,0.239759647,11.87380326,203.2316177,0.353597352,0.165323152,0.138948911,Transport,1
+m_dense/H/long,Kairos_23m,43088.12026,43001.65535,99.22641762,0.839948397,0.353919713,0.249938733,13.38339459,207.5767816,0.359346113,0.171775606,0.145812086,Transport,1
+m_dense/D/short,Kairos_23m,8286.111559,8278.529345,45.90504214,0.67853632,0.12367634,0.097950838,9.493810009,91.02808116,0.157583073,0.079468418,0.066168307,Transport,1
+restaurant/D/short,Kairos_23m,141.5972164,142.202737,7.269481804,0.696364645,0.714720607,0.399619607,6.176499711,11.89946286,0.547640852,0.334558396,0.269602297,Sales,1
+saugeen/D/short,Kairos_23m,1108.032001,1281.533603,13.75392074,3.055252873,0.31216837,0.352331438,38.2413383,33.28711464,1.078177558,0.445492763,0.376255288,Nature,1
+saugeen/W/short,Kairos_23m,893.4954509,904.9346477,15.29253114,1.240646422,0.450981859,0.42216417,16.8360356,29.89139426,0.902296589,0.461617767,0.386462357,Nature,1
+saugeen/M/short,Kairos_23m,354.9838039,358.2287118,11.91686403,0.698269366,0.341086229,0.340606738,7.901661459,18.84101388,0.565663722,0.357779985,0.300805173,Nature,1
+solar/10T/short,Kairos_23m,34.241154,34.19272553,2.689900692,1.184199488,7.545181486,1.273942407,25.47895426,5.851594142,1.702228089,0.782491814,0.702745494,Energy,1
+solar/10T/medium,Kairos_23m,18.62466252,18.58357906,1.720628738,0.752775746,3.794913401,0.752194433,18.02185436,4.315630025,0.957655453,0.381814355,0.348417012,Energy,1
+solar/10T/long,Kairos_23m,19.25185393,19.3903283,1.842976035,0.806333465,3.450628129,0.785524389,18.97302332,4.387693463,0.948329758,0.39832979,0.362447306,Energy,1
+solar/H/short,Kairos_23m,706.1653341,704.473123,11.24235991,0.868485586,5.023929993,1.050632902,14.78353493,26.57377154,0.979518069,0.41439713,0.364527023,Energy,1
+solar/H/medium,Kairos_23m,708.4717261,704.3536115,11.01345669,0.841780452,5.048762216,0.807035163,15.26293817,26.61713219,0.958811226,0.396730415,0.348079802,Energy,1
+solar/H/long,Kairos_23m,725.9884084,723.2922657,12.07100678,0.917516877,6.628130214,0.920937438,16.50732944,26.94417207,0.934203671,0.418523858,0.36584082,Energy,1
+solar/D/short,Kairos_23m,133078.1359,139097.899,254.3133683,0.992591175,1.130621915,0.425223858,8.188429179,364.7987609,0.527009977,0.367396211,0.303081549,Energy,1
+solar/W/short,Kairos_23m,1419433.958,1438369.51,963.0668386,1.050541519,0.215749582,0.189172881,4.989217959,1191.399999,0.243194516,0.196586011,0.145785997,Energy,1
+sz_taxi/15T/short,Kairos_23m,16.89509476,16.93092615,2.782575109,0.555987108,1.11501E+12,0.40057374,5.448553214,4.11036431,0.384336654,0.260182681,0.210691447,Transport,1
+sz_taxi/15T/medium,Kairos_23m,17.05363022,17.0297247,2.8496483,0.557001753,1.05379E+13,0.413602269,11.52436232,4.129604123,0.384328584,0.265207333,0.235704128,Transport,1
+sz_taxi/15T/long,Kairos_23m,16.25944957,16.18806209,2.807774724,0.530414765,6.56588E+12,0.411599253,12.0531867,4.032300779,0.373222555,0.259882611,0.234653979,Transport,1
+sz_taxi/H/short,Kairos_23m,7.307025407,7.258550881,1.871615388,0.570611393,1.167082243,0.298827038,5.309991265,2.703151015,0.251815199,0.174352524,0.141253212,Transport,1
+temperature_rain/D/short,Kairos_23m,168.7283624,177.8638801,5.980755653,1.405348839,37.6737983,1.409521261,24.60785402,12.9895482,1.529213256,0.704093066,0.581370193,Nature,1
+us_births/D/short,Kairos_23m,206202.3625,204998.1265,296.5690299,0.436686197,0.02805545,0.027780127,5.594592874,454.0951029,0.042567731,0.02780094,0.023262481,Healthcare,1
+us_births/W/short,Kairos_23m,3422206.951,3427590.342,1366.115165,1.241663925,0.018325138,0.018463339,12.02327143,1849.920796,0.025112493,0.018544879,0.014988401,Healthcare,1
+us_births/M/short,Kairos_23m,81163490.67,81312970.67,7400.020833,0.836776873,0.022714441,0.023072151,6.103282184,9009.078236,0.027982136,0.022984414,0.019080748,Healthcare,1

results/Kairos_23m/config.json

@@ -0,0 +1,9 @@
+{
+    "model": "Kairos_23m",
+    "model_type": "zero-shot",
+    "model_dtype": "float32",
+    "model_link": "https://huggingface.co/mldi-lab/Kairos_23m",
+    "code_link": "https://github.com/foundation-model-research/Kairos",
+    "org": "ShanghaiTech University",
+    "testdata_leakage": "No"
+}

results/Kairos_50m/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
+bitbrains_fast_storage/5T/short,Kairos_50m,1859393.025,1895906.573,191.4840931,0.777266114,3.075856404,0.556909967,15.09210526,1363.595624,4.281353028,0.601212697,0.474591749,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,Kairos_50m,3617116.576,3786168.797,356.9805528,1.053425503,5.828812637,0.69568294,29.02928915,1901.871861,5.778411984,1.084605513,0.940152242,Web/CloudOps,2
+bitbrains_fast_storage/5T/long,Kairos_50m,5347065.231,5491082.498,472.626398,0.971915712,6.514752641,0.721556412,26.95761055,2312.372209,6.11090933,1.249010455,1.133669183,Web/CloudOps,2
+bitbrains_fast_storage/H/short,Kairos_50m,3790466.007,3773475.471,384.7313619,1.086932016,5.230961917,0.520531875,21.77684911,1946.911915,5.549331401,1.096609359,0.820407234,Web/CloudOps,2
+bitbrains_rnd/5T/short,Kairos_50m,1533813.825,1707646.62,133.5053577,1.717693392,1.41809104,0.524111448,54.78831385,1238.472376,5.067471458,0.546265386,0.457716991,Web/CloudOps,2
+bitbrains_rnd/5T/medium,Kairos_50m,2273023.479,2377314.928,184.45203,4.456124703,1.910063072,0.618703098,167.2992549,1507.65496,6.34347296,0.776083716,0.727873337,Web/CloudOps,2
+bitbrains_rnd/5T/long,Kairos_50m,2547494.005,2616006.238,216.6253947,3.38159377,3.234311451,0.590594225,124.7980449,1596.087092,6.114250098,0.829843088,0.784425776,Web/CloudOps,2
+bitbrains_rnd/H/short,Kairos_50m,1820958.458,1770432.862,179.2651649,5.741018387,2.43819341,0.52154564,200.0163663,1349.428938,5.905761322,0.784552078,0.650610652,Web/CloudOps,2
+bizitobs_application/10S/short,Kairos_50m,474754.098,478055.7495,369.6837068,1.540312786,0.020862356,0.02120089,23.92358334,689.0240184,0.026572904,0.014257224,0.011454249,Web/CloudOps,2
+bizitobs_application/10S/medium,Kairos_50m,3102011.245,3048442.928,976.253023,2.274304038,0.032161208,0.032683953,55.00321834,1761.252749,0.069159213,0.038334584,0.035262935,Web/CloudOps,2
+bizitobs_application/10S/long,Kairos_50m,4840797.506,4772801.644,1321.560514,2.907980515,0.040301668,0.041303781,77.6355305,2200.181244,0.084852203,0.050967311,0.048136903,Web/CloudOps,2
+bizitobs_l2c/5T/short,Kairos_50m,20.73574656,20.84141728,2.674121444,0.274380122,0.153384109,0.157241041,4.210190709,4.553652003,0.156390837,0.091840152,0.077865696,Web/CloudOps,7
+bizitobs_l2c/5T/medium,Kairos_50m,151.1522163,152.7400397,8.321643368,0.826131405,0.602234835,0.79061562,22.90675997,12.29439776,0.646866138,0.437840829,0.409104329,Web/CloudOps,7
+bizitobs_l2c/5T/long,Kairos_50m,325.0179643,329.4567715,12.7999909,1.224763161,0.913108588,1.101895414,39.36157586,18.02825461,1.012259547,0.718700355,0.688543969,Web/CloudOps,7
+bizitobs_l2c/H/short,Kairos_50m,57.91809892,58.5556723,4.736005423,0.480059553,0.45162486,0.553507846,4.586802967,7.610394137,0.410219768,0.255282842,0.20851936,Web/CloudOps,7
+bizitobs_l2c/H/medium,Kairos_50m,63.73390488,63.67394802,4.684195818,0.474470152,0.485989131,0.708163446,6.840211445,7.983351732,0.483404085,0.283635179,0.238645077,Web/CloudOps,7
+bizitobs_l2c/H/long,Kairos_50m,76.49806179,76.72765939,5.158500381,0.556074308,0.603111698,0.714666628,11.13733155,8.746317042,0.53425031,0.315096105,0.277948554,Web/CloudOps,7
+bizitobs_service/10S/short,Kairos_50m,3121.050634,3168.797398,21.07442242,0.909076806,0.092010181,0.063097711,12.77227131,55.86636407,0.041387589,0.015612606,0.012906506,Web/CloudOps,2
+bizitobs_service/10S/medium,Kairos_50m,31113.11522,30839.08518,43.24961181,1.108338697,0.086811396,0.081545835,22.79641562,176.3891018,0.132754587,0.032550675,0.029779048,Web/CloudOps,2
+bizitobs_service/10S/long,Kairos_50m,132030.3125,131965.1704,73.82499945,1.405237841,0.102216737,0.108052115,33.73356756,363.3597562,0.26918853,0.054691921,0.052381197,Web/CloudOps,2
+car_parts/M/short,Kairos_50m,1.414383305,1.334951029,0.558874637,0.999470277,0.681762091,1.782883487,17.05439855,1.189278481,2.851767801,1.34012405,1.085418217,Sales,1
+covid_deaths/D/short,Kairos_50m,3580828.426,3557598.145,290.0575531,42.00239176,0.123081455,0.157623721,1220.94577,1892.307699,0.711989947,0.109135561,0.096761458,Healthcare,1
+electricity/15T/short,Kairos_50m,152185.9318,153507.6004,57.34764455,1.067538813,0.184793556,0.160299234,17.79196962,390.1101535,0.768984019,0.113043513,0.097225397,Energy,1
+electricity/15T/medium,Kairos_50m,277731.7063,278646.5793,58.35341668,0.883097662,0.139763041,0.130736294,14.27574336,527.0025676,0.908078487,0.100548812,0.087194536,Energy,1
+electricity/15T/long,Kairos_50m,356994.5982,358996.9872,64.06950792,0.936887595,0.154274704,0.135775034,16.58496097,597.4902494,0.942614128,0.101077504,0.088594224,Energy,1
+electricity/H/short,Kairos_50m,1518109.226,1562907.483,174.8803717,0.949474205,0.221146524,0.120495848,13.63652791,1232.115752,0.581646629,0.082556025,0.06915336,Energy,1
+electricity/H/medium,Kairos_50m,5571500.482,5588592.121,245.2659689,1.097297265,0.25350753,0.129798362,18.9808748,2360.40261,0.92134291,0.095735389,0.08292229,Energy,1
+electricity/H/long,Kairos_50m,9082957.177,9101245.658,288.5171285,1.248374157,0.308570919,0.142595428,25.39900142,3013.794481,1.188639685,0.113791073,0.101266118,Energy,1
+electricity/D/short,Kairos_50m,1248351582,1251751137,4251.995652,1.43649799,0.321572368,0.097051711,15.87298451,35332.01922,0.580622417,0.06987441,0.056563829,Energy,1
+electricity/W/short,Kairos_50m,42773897882,42563774916,26643.75409,1.42843091,0.246369676,0.09290708,15.16564683,206818.5144,0.471891607,0.060792255,0.049238666,Energy,1
+ett1/15T/short,Kairos_50m,5.165115501,5.264231797,1.141816796,0.719104212,0.523534821,0.248611826,8.234283115,2.272689046,0.429632813,0.215850894,0.178675105,Energy,7
+ett1/15T/medium,Kairos_50m,10.10533617,10.16933795,1.63775785,1.022493869,0.774998435,0.395545879,18.25644554,3.17888914,0.605899379,0.312158248,0.273001623,Energy,7
+ett1/15T/long,Kairos_50m,8.853108631,8.880000675,1.579386801,1.012680489,0.793426423,0.389877963,19.0526992,2.975417388,0.567117466,0.30103267,0.264197838,Energy,7
+ett1/H/short,Kairos_50m,107.0877701,108.5887301,5.09058598,0.837936409,0.507895703,0.261678663,8.594493947,10.34832209,0.482998529,0.237598474,0.193503729,Energy,7
+ett1/H/medium,Kairos_50m,135.0111678,136.2789804,6.800880085,1.275834324,2.60577E+12,0.426364182,23.91029885,11.61943062,0.556543209,0.32574605,0.27976782,Energy,7
+ett1/H/long,Kairos_50m,146.0603763,147.2046833,6.867089016,1.281688514,3.06197E+12,0.435697724,28.4452898,12.0855441,0.57875052,0.328850013,0.290574828,Energy,7
+ett1/D/short,Kairos_50m,41755.00513,41961.04904,139.5849564,1.785173239,1.433147215,0.485441241,14.67657218,204.3404148,0.536706898,0.366624532,0.289489663,Energy,7
+ett1/W/short,Kairos_50m,2153185.844,2085116.145,944.0636379,1.485292829,0.616860242,0.511878408,13.13188023,1467.373791,0.583903065,0.375665461,0.298061675,Energy,7
+ett2/15T/short,Kairos_50m,8.424481214,8.431180281,1.784239681,0.768928799,0.111529115,0.132711843,8.622286122,2.902495687,0.137791799,0.084704207,0.06998294,Energy,7
+ett2/15T/medium,Kairos_50m,13.8397496,13.82079922,2.273352646,0.929703183,0.138929158,0.167057506,17.92224457,3.720181394,0.19825519,0.121151071,0.107114016,Energy,7
+ett2/15T/long,Kairos_50m,12.82068073,12.78033339,2.260576486,0.931296981,0.141632767,0.168528531,19.96997419,3.580597818,0.190816526,0.120470205,0.108143276,Energy,7
+ett2/H/short,Kairos_50m,114.2573788,114.2044238,6.57644948,0.7502733,0.122897048,0.111602583,7.906534851,10.68912432,0.135567832,0.083407674,0.068441677,Energy,7
+ett2/H/medium,Kairos_50m,231.2604804,233.4488848,9.848766636,1.045914985,0.17425909,0.167788134,19.59925391,15.20725092,0.204927468,0.132718453,0.11629653,Energy,7
+ett2/H/long,Kairos_50m,220.8514104,220.8830466,9.262856604,1.022710757,0.177085177,0.176331057,24.00075498,14.8610703,0.203510922,0.126847693,0.114722352,Energy,7
+ett2/D/short,Kairos_50m,112943.3102,109548.9818,200.7072229,1.340029417,0.437446402,0.136124482,11.61837716,336.0703946,0.192341943,0.114870032,0.093753119,Energy,7
+ett2/W/short,Kairos_50m,5338131.795,5203102.11,1609.780385,1.164997698,0.194499319,0.228787634,7.208596958,2310.439741,0.193810452,0.13503588,0.107803016,Energy,7
+hierarchical_sales/D/short,Kairos_50m,27.28709216,28.09181395,2.290182335,0.744619214,0.606006926,1.021866525,9.134164445,5.223704831,1.602574793,0.702602578,0.587669947,Sales,1
+hierarchical_sales/W/short,Kairos_50m,458.3533465,461.3533303,9.157517712,0.729670587,0.570236492,0.462583864,8.227431206,21.40918837,0.98290631,0.420426117,0.356151975,Sales,1
+hospital/M/short,Kairos_50m,3344.590542,3287.376472,18.70543868,0.773676409,0.198966637,0.178374902,7.232407981,57.83243504,0.209945169,0.067905086,0.054445767,Healthcare,1
+jena_weather/10T/short,Kairos_50m,588.5397406,647.8586392,5.198390945,0.284913144,0.349235101,0.313635662,2.676367663,24.25983802,0.150684006,0.032288524,0.02655814,Nature,21
+jena_weather/10T/medium,Kairos_50m,1511.311017,1512.724232,9.978306859,0.627679752,0.774745832,0.4849722,13.92840437,38.87558382,0.238578797,0.0612367,0.054970218,Nature,21
+jena_weather/10T/long,Kairos_50m,1546.16145,1549.417083,9.980570664,0.645286124,0.801083221,0.451684113,16.38695187,39.32125952,0.240613521,0.061072821,0.056167538,Nature,21
+jena_weather/H/short,Kairos_50m,1086.585766,1089.305577,8.460113015,0.560436148,1.449401524,0.455677833,6.979475606,32.9634004,0.202063536,0.051859952,0.044385481,Nature,21
+jena_weather/H/medium,Kairos_50m,1505.286199,1506.090058,11.22069069,0.857690675,2.54889791,0.517302779,17.41095061,38.79801797,0.237411947,0.068661395,0.061741582,Nature,21
+jena_weather/H/long,Kairos_50m,1192.895535,1201.217889,11.42615049,1.035467669,2.670123256,0.481627523,27.26896082,34.5383198,0.207958962,0.068798089,0.061903489,Nature,21
+jena_weather/D/short,Kairos_50m,430.3252873,427.8099919,10.56173814,1.122478737,0.776305575,0.463632688,9.369381566,20.74428324,0.124914489,0.063598925,0.050842244,Nature,21
+kdd_cup_2018/H/short,Kairos_50m,4423.00621,4521.612552,22.35811906,0.936497383,0.865647907,0.495410356,10.3724855,66.50568555,1.392084446,0.467995924,0.387665232,Nature,1
+kdd_cup_2018/H/medium,Kairos_50m,5101.574262,5145.10676,25.18947189,1.042339793,0.977360496,0.553608629,21.30156337,71.42530548,1.495061001,0.527261267,0.473833851,Nature,1
+kdd_cup_2018/H/long,Kairos_50m,4086.297501,4139.237693,24.23591298,1.020022283,1.039520966,0.606979002,25.08223864,63.92415428,1.499918971,0.568672453,0.52287054,Nature,1
+kdd_cup_2018/D/short,Kairos_50m,2715.186615,2834.747051,20.78310564,1.176038485,0.529615013,0.454773322,12.19857362,52.10745259,1.167262265,0.465563634,0.385130423,Nature,1
+loop_seattle/5T/short,Kairos_50m,39.50931554,40.3244091,3.461945374,0.54921742,0.093988561,0.073542008,5.598254631,6.285643606,0.10778491,0.05936472,0.048348954,Transport,1
+loop_seattle/5T/medium,Kairos_50m,77.25818295,79.11513807,5.113389333,0.811052493,0.170814678,0.11671389,13.50493768,8.789663415,0.156386173,0.090977703,0.078503912,Transport,1
+loop_seattle/5T/long,Kairos_50m,91.6434602,93.12734209,5.531505158,0.873930664,0.180681217,0.124585919,16.76076789,9.573059083,0.169253653,0.097798148,0.085987464,Transport,1
+loop_seattle/H/short,Kairos_50m,54.33541909,54.70702461,4.089501762,0.830537226,0.115226523,0.094187465,10.97928907,7.371256276,0.130478733,0.07238834,0.060876962,Transport,1
+loop_seattle/H/medium,Kairos_50m,61.44919655,61.15202069,4.565432201,0.9380787,0.123629269,0.103425326,15.93332211,7.838953792,0.138552633,0.080693504,0.06989731,Transport,1
+loop_seattle/H/long,Kairos_50m,55.99017993,56.41888305,4.337624523,0.90673465,0.132348799,0.100673378,17.1753599,7.482658614,0.133725105,0.077519145,0.068042935,Transport,1
+loop_seattle/D/short,Kairos_50m,18.52714292,18.56323141,2.889923523,0.873032537,0.053492156,0.053302621,14.72432294,4.304316777,0.07692389,0.051646794,0.044789456,Transport,1
+m4_daily/D/short,Kairos_50m,404480.1803,408458.6218,180.7881428,3.30995315,0.045401151,0.03120442,38.02919375,635.987563,0.098242502,0.027926772,0.023009329,Econ/Fin,1
+m4_hourly/H/short,Kairos_50m,955905.4409,960364.1019,210.2623817,1.019491024,0.102742231,0.095853622,10.33854687,977.7041684,0.133478215,0.028705459,0.022277235,Econ/Fin,1
+m4_monthly/M/short,Kairos_50m,1888605.507,1905221.489,566.016827,0.973541534,0.15798614,0.132389552,12.49722163,1374.265443,0.285619537,0.117637728,0.098244516,Econ/Fin,1
+m4_quarterly/Q/short,Kairos_50m,1851646.548,1851589.755,578.9015635,1.206708185,0.122731953,0.105711689,15.47908243,1360.752199,0.227765956,0.096897928,0.081090363,Econ/Fin,1
+m4_weekly/W/short,Kairos_50m,350282.7948,342247.6443,303.2645621,2.431395293,0.076217278,0.07408593,20.03375849,591.8469353,0.107825333,0.0552501,0.044314932,Econ/Fin,1
+m4_yearly/A/short,Kairos_50m,3281788.821,3281350.4,833.4983668,3.044331239,0.16515814,0.140944585,47.48120055,1811.570816,0.290493776,0.133655326,0.11400675,Econ/Fin,1
+m_dense/H/short,Kairos_50m,48021.62194,48189.77842,95.69494292,0.837500594,0.334651014,0.231534621,13.30495925,219.1383625,0.388696886,0.169738999,0.14469597,Transport,1
+m_dense/H/medium,Kairos_50m,39322.67852,39322.3823,90.65505082,0.771879837,0.329843712,0.232506273,12.67312661,198.2994668,0.345016032,0.157728341,0.134242315,Transport,1
+m_dense/H/long,Kairos_50m,40222.16097,40198.09126,93.80588077,0.802050862,0.343733928,0.237319099,14.20688609,200.5546334,0.347189736,0.162391855,0.139522713,Transport,1
+m_dense/D/short,Kairos_50m,7916.943304,7938.128376,44.29911886,0.671495166,0.123345113,0.096759587,9.663077388,88.97720666,0.154032706,0.076688328,0.064397125,Transport,1
+restaurant/D/short,Kairos_50m,140.1237592,141.2470529,7.228977495,0.692931762,0.704488942,0.398910108,6.620843457,11.83738819,0.544784031,0.332694294,0.269871618,Sales,1
+saugeen/D/short,Kairos_50m,936.8498176,1119.693293,12.52292173,2.781401227,0.286591548,0.321401168,34.67216938,30.60800251,0.991400479,0.405620413,0.332404681,Nature,1
+saugeen/W/short,Kairos_50m,902.9603745,923.9052747,14.91398416,1.209895312,0.42131126,0.399116245,15.43171781,30.04929907,0.907063077,0.450191012,0.375871821,Nature,1
+saugeen/M/short,Kairos_50m,373.6656669,376.9704953,11.9940023,0.702779869,0.341025159,0.339837744,9.544651426,19.3304337,0.580357572,0.360095907,0.306651125,Nature,1
+solar/10T/short,Kairos_50m,31.05741108,31.65870506,2.532276401,1.11778936,6.795422657,1.309459949,22.72021849,5.572917646,1.621161127,0.736638925,0.648568364,Energy,1
+solar/10T/medium,Kairos_50m,18.68836707,18.67212164,1.711743919,0.74922253,3.651725607,0.785634443,17.02272027,4.323004403,0.959291857,0.379842778,0.341880425,Energy,1
+solar/10T/long,Kairos_50m,18.87930919,18.97296966,1.786490282,0.781561492,3.356449826,0.672876267,17.71496927,4.345032703,0.939109317,0.386121298,0.346967491,Energy,1
+solar/H/short,Kairos_50m,701.370366,711.6082536,10.93042915,0.844024776,4.763235367,0.863297421,13.92895042,26.48339793,0.976186868,0.402899259,0.348278462,Energy,1
+solar/H/medium,Kairos_50m,704.5910831,714.5251452,11.13871129,0.852412238,4.885715744,0.854922327,15.23863931,26.54413463,0.956181683,0.401242378,0.348896747,Energy,1
+solar/H/long,Kairos_50m,718.9796879,723.1976859,11.98387975,0.912655434,6.906881422,1.01813983,17.12603183,26.8137966,0.929683315,0.415503005,0.364192226,Energy,1
+solar/D/short,Kairos_50m,130743.0957,139400.5272,254.9196083,0.995196489,1.123354658,0.426924223,7.349796348,361.5841475,0.522365955,0.368272021,0.30062322,Energy,1
+solar/W/short,Kairos_50m,1387663.955,1450200.784,928.6871969,1.013478148,0.205651775,0.180864472,5.228532047,1177.991492,0.240457504,0.189568267,0.144666621,Energy,1
+sz_taxi/15T/short,Kairos_50m,16.69964544,16.77801924,2.758025874,0.550346844,1.00246E+12,0.396922753,5.315816891,4.086519967,0.382107106,0.257887223,0.208488519,Transport,1
+sz_taxi/15T/medium,Kairos_50m,16.77671943,16.77064254,2.802017281,0.546180246,1.06112E+13,0.409229129,9.106818545,4.095939383,0.381195518,0.260774472,0.22627041,Transport,1
+sz_taxi/15T/long,Kairos_50m,16.08016981,16.04621383,2.748618542,0.519517046,7.78138E+12,0.402883812,10.2055382,4.010008704,0.37115924,0.254407221,0.226165568,Transport,1
+sz_taxi/H/short,Kairos_50m,7.225723914,7.241094466,1.863642401,0.567262774,1.063674053,0.298543224,5.448591703,2.688070668,0.250410372,0.173609791,0.140658008,Transport,1
+temperature_rain/D/short,Kairos_50m,168.3354179,179.2370264,5.900764702,1.381027354,34.0699801,1.429881937,24.24066362,12.97441397,1.527431557,0.694676017,0.575360018,Nature,1
+us_births/D/short,Kairos_50m,189073.1956,188141.2082,272.5702897,0.401353423,0.026126218,0.025713137,5.566167923,434.8254772,0.04076136,0.025551253,0.021406951,Healthcare,1
+us_births/W/short,Kairos_50m,3006552.911,3010076.897,1313.646484,1.194214344,0.017668725,0.017781145,11.75990854,1733.941438,0.023538085,0.017832622,0.014462162,Healthcare,1
+us_births/M/short,Kairos_50m,60816298.67,60781960,6681.496094,0.756184961,0.020494023,0.020749506,5.042984677,7798.480536,0.024222027,0.020752681,0.016539774,Healthcare,1

results/Kairos_50m/config.json

@@ -0,0 +1,9 @@
+{
+    "model": "Kairos_50m",
+    "model_type": "zero-shot",
+    "model_dtype": "float32",
+    "model_link": "https://huggingface.co/mldi-lab/Kairos_50m",
+    "code_link": "https://github.com/foundation-model-research/Kairos",
+    "org": "ShanghaiTech University",
+    "testdata_leakage": "No"
+}