GIFT-Eval

Running

@@ -5,8 +5,6 @@ gradio==4.44.0
 gradio[oauth]==4.44.0
 gradio_leaderboard==0.0.9
 gradio_client
-fastapi==0.112.4
-starlette==0.38.6
 huggingface-hub>=0.18.0,<0.35.3
 matplotlib
 numpy

 gradio[oauth]==4.44.0
 gradio_leaderboard==0.0.9
 gradio_client
 huggingface-hub>=0.18.0,<0.35.3
 matplotlib
 numpy

results/CHARM/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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
-m4_yearly/A/short,CHARM,9772078.977278663,9772078.977278663,1867.858873867379,7.593335647150201,0.30261097686046723,0.3316973500276538,77.61016591122635,3126.0324658068835,0.5012737948151276,0.299519827808613,0.216802597705312,Econ/Fin,1
-m4_quarterly/Q/short,CHARM,2285540.066833333,2285540.066833333,719.8341672363281,1.6810757010201356,0.13820174767573676,0.13086142778396606,13.509733977346633,1511.8002734598685,0.2530487443633745,0.12048756397704376,0.08840619443626552,Econ/Fin,1
-m4_monthly/M/short,CHARM,2003697.5563055556,2003697.5563055556,605.4058155472367,1.018299970464635,0.17830959269073274,0.14373994549557015,8.300848567696326,1415.5202422803977,0.2941936997867558,0.1258241114668419,0.09323544109237632,Econ/Fin,1
-m4_weekly/W/short,CHARM,310953.10049282195,310953.10049282195,284.25227662309834,2.2951432096479425,0.07092209467163478,0.06955645920659685,18.776572283979455,557.6316889245284,0.10159184398304298,0.05178635560366617,0.037936599959239314,Econ/Fin,1
-m4_daily/D/short,CHARM,477470.21328872215,477470.21328872215,223.78039499212122,4.049541951845173,0.045404538405969315,0.03544607908294089,32.06067734285996,690.9921948102758,0.10673919706227412,0.03456788638010004,0.025575942882885744,Econ/Fin,1
-m4_hourly/H/short,CHARM,703938.1848221009,703938.1848221009,188.31782488738475,0.9628039788113493,0.10548444992102286,0.09496843411726652,7.555059695115086,839.0102411902377,0.11454343471647206,0.025709543724204965,0.019045837584490338,Econ/Fin,1
-electricity/15T/short,CHARM,167809.57846886438,167809.57846886438,57.630334362682994,1.0868165940211343,0.16902681269512698,0.17463798239424422,13.675188315826277,409.6456742953163,0.8074923906424104,0.11360075154729009,0.08999848872210707,Energy,1
-electricity/15T/medium,CHARM,298782.2437331081,298782.2437331081,56.508053121480856,0.8517513869671138,0.12374580438663883,0.13196732247842324,7.281439787483403,546.6097728115626,0.9418636675705558,0.09736906438117733,0.07271581157089801,Energy,1
-electricity/15T/long,CHARM,359433.88474882697,359433.88474882697,61.30270484938063,0.8968833256214381,0.1255558264621846,0.13332243718734157,7.171242771623639,599.5280516780069,0.9458289872796173,0.09671253093647023,0.071346034518578,Energy,1
-electricity/H/short,CHARM,1844452.5727604167,1844452.5727604167,186.18088238140484,1.0015472999516133,0.17107713585348122,0.13232907905234947,10.669372482649718,1358.1062450192976,0.6411231406894944,0.08789067312403938,0.06680279128168629,Energy,1
-electricity/H/medium,CHARM,5364197.180672861,5364197.180672861,240.9557252076295,1.0816635062677757,0.2488475453204427,0.1302583206451691,8.82753067561312,2316.0736561415442,0.904039867053274,0.09405295950100732,0.06951313366597597,Energy,1
-electricity/H/long,CHARM,6825372.514402403,6825372.514402403,260.45923836336334,1.1604502759386406,0.28362830081760904,0.1392010934274118,9.453820049345966,2612.5413899883774,1.0303855935931494,0.1027250507709842,0.07573514300072727,Energy,1
-electricity/D/short,CHARM,1786539043.953009,1786539043.953009,4701.763734234234,1.4653160433534007,0.5019634604764751,0.09851534731753238,12.255695829144422,42267.47028097387,0.6945949402903838,0.0772655964156432,0.05653858724900151,Energy,1
-electricity/W/short,CHARM,120595031973.13153,120595031973.13153,40481.44301801802,1.803978584052248,0.2652676341546595,0.11141197692166578,14.071905044737937,347267.9541407924,0.7923508994229451,0.0923652971798859,0.06528858797113697,Energy,1
-solar/10T/short,CHARM,20.172593937709095,20.172593937709095,2.006596574992159,0.8803998488154768,4.0677791991532315,1.5341590120264503,3.9177347929126514,4.491391091600585,1.3065451567600395,0.5837187150168651,0.3984541569594339,Energy,1
-solar/10T/medium,CHARM,19.180443293709217,19.180443293709217,1.9659392102264086,0.8595736652283438,3.3788076134773775,1.4681642891714644,4.350056469705939,4.379548297908041,0.9718391838420711,0.4362497288732209,0.30034834010718303,Energy,1
-solar/10T/long,CHARM,20.505420199082522,20.505420199082522,2.039372358608323,0.8918522563178894,3.409094891923564,1.4741644379097143,4.4872146803612285,4.528291090365385,0.9787176598176033,0.4407777023346771,0.3008509558214782,Energy,1
-solar/H/short,CHARM,761.1317720338711,761.1317720338711,11.605476147845485,0.8951143891173999,4.398335056290199,1.409650311791831,5.762677528363169,27.58861671113416,1.0169256047565232,0.4277817178623597,0.3093690338248978,Energy,1
-solar/H/medium,CHARM,806.8217305352798,806.8217305352798,12.169083124239659,0.9265375943825596,4.380685170825669,1.4097298652296228,5.570940011951933,28.40460755819872,1.0232002609248116,0.43835877691412645,0.31372188118260125,Energy,1
-solar/H/long,CHARM,771.0409164639092,771.0409164639092,12.890160558596918,0.981163325524806,4.55416241714395,1.4139263904166182,5.246255197753449,27.76762352928153,0.9627542397185938,0.44692541712674544,0.30625372144602037,Energy,1
-solar/D/short,CHARM,145365.97566909975,145365.97566909975,253.72757755474453,0.9895321483195288,1.161669921875,0.421251698886101,5.065394567438577,381.26890204827845,0.5508037137038884,0.3665499368961075,0.273472601426665,Energy,1
-solar/W/short,CHARM,3826825.6350364964,3826825.6350364964,1590.8822137317518,1.7479112891985091,0.36732929118358304,0.2925708102483819,16.597385478754425,1956.227398600811,0.39931491085681003,0.32473882628080464,0.23419119031177285,Energy,1
-hospital/M/short,CHARM,3631.5481584093873,3631.5481584093873,20.171053240269178,0.8033462374272505,0.19295593221930513,0.17915692053790302,5.623271348446782,60.262327854219066,0.21876624387723012,0.07322560726655328,0.053852587460759105,Healthcare,1
-covid_deaths/D/short,CHARM,279578.686716792,279578.686716792,110.89151394110276,38.22453032586524,0.10356195819303964,0.38015103065280387,794.2405857591385,528.752008711827,0.19894550710079087,0.04172346981325736,0.03283314116914361,Healthcare,1
-us_births/D/short,CHARM,203770.76,203770.76,289.892578125,0.4267631961157118,0.02776156743367513,0.02750789960225423,3.9906840988858874,451.4097473471303,0.04231600083497119,0.027175076856628348,0.020494683923911794,Healthcare,1
-us_births/M/short,CHARM,52649312.0,52649312.0,5898.647135416667,0.6645089475841784,0.01825857659180959,0.018404711037874222,4.960616221377454,7255.984564481929,0.022537038586603088,0.018321157786136064,0.013226610681263747,Healthcare,1
-us_births/W/short,CHARM,3056115.714285714,3056115.714285714,1398.806919642857,1.2718276762082255,0.01885665101664407,0.018913879990577698,7.203809816897218,1748.174966725503,0.023731303757006387,0.01898866677494267,0.013463476235376066,Healthcare,1
-saugeen/D/short,CHARM,1108.8179166666666,1108.8179166666666,12.282783203125,2.7290430153342196,0.2812818400065104,0.3197357432047526,23.31665094550881,33.298917650077854,1.0785598766665676,0.3978422745116977,0.30242764423060925,Nature,1
-saugeen/M/short,CHARM,383.6525065104167,383.6525065104167,12.51698230561756,0.7334816336041241,0.38404673621768043,0.37861551557268414,4.541488750859863,19.587049459028194,0.5880619853580524,0.3757973594098576,0.2757463568486823,Nature,1
-saugeen/W/short,CHARM,986.0779296875,986.0779296875,14.509938049316407,1.1773638139270086,0.3640423774719238,0.373656702041626,8.934418540144424,31.401877805117007,0.9478917930041924,0.4379945453996085,0.3288411460699756,Nature,1
-temperature_rain/D/short,CHARM,184.48986082564463,184.48986082564463,5.889893864101657,1.3641067445464525,30.271426642899755,1.5104914289687121,23.075236705905155,13.582704473912573,1.599043429372321,0.6933962305652036,0.5212514553562415,Nature,1
-kdd_cup_2018/H/short,CHARM,4189.476863319628,4189.476863319628,21.75279070197554,0.9197559139740675,0.8335044795647942,0.4870458572783472,7.205096319621692,64.72616830401464,1.3548359237522745,0.45532530438810104,0.3412152310683595,Nature,1
-kdd_cup_2018/H/medium,CHARM,5075.062182691,5075.062182691,24.68207317962816,1.0204878424859904,0.9335498563963637,0.5457168894263152,8.031286782444067,71.23947067946953,1.4911711548536515,0.5166404974153651,0.38352259114123993,Nature,1
-kdd_cup_2018/H/long,CHARM,3957.7361188415816,3957.7361188415816,23.444780943690276,0.9956361260700548,1.020703614297042,0.5950373636528085,7.126341338465262,62.91054060204523,1.4761355544482444,0.5501093200923278,0.4005467745793005,Nature,1
-kdd_cup_2018/D/short,CHARM,2967.668010048873,2967.668010048873,21.503780535191833,1.1987815332885163,0.5095515210258017,0.4702272707496966,9.293461351889299,54.476306868664224,1.2203271129124733,0.4817075151676401,0.3540713294394005,Nature,1
-car_parts/M/short,CHARM,1.33926035547947,1.33926035547947,0.48519024887581624,0.8739543803854425,0.7871757322466021,1.869218137296877,16.839962368136312,1.157264168407313,2.775000763173573,1.1634364457751734,0.940713976267944,Sales,1
-restaurant/D/short,CHARM,146.2574166579107,146.2574166579107,7.369804070934903,0.7034349249429964,0.7006966158089388,0.4018968917235302,4.688235097701538,12.093693259625478,0.5565797846137083,0.33917545900888896,0.245585095635033,Sales,1
-hierarchical_sales/D/short,CHARM,29.030816017078337,29.030816017078337,2.3299006764481707,0.7514331693424623,0.6560222217816357,1.056839025843582,6.9066899407174445,5.388025242802629,1.6529864757117478,0.714787725440795,0.541088193766834,Sales,1
-hierarchical_sales/W/short,CHARM,487.262058064089,487.262058064089,9.193289805266817,0.7551886247916773,0.5535404225033783,0.4710119376748295,6.994411460243042,22.074013184377893,1.0134287424977315,0.4220684317323124,0.3379094517718997,Sales,1
-loop_seattle/5T/short,CHARM,54.15777761736891,54.15777761736891,3.9200280692432194,0.6168106325577031,0.09319484767776033,0.08582245454699632,4.403776868367571,7.359196805179822,0.1261939779818496,0.06721982696673154,0.04887173755289207,Transport,1
-loop_seattle/5T/medium,CHARM,75.22081494090234,75.22081494090234,4.838211842508385,0.7688237711236765,0.14426203846808436,0.11165619364955968,5.6921218517934085,8.672993424470143,0.15431037373551784,0.0860817299275986,0.06302400391457365,Transport,1
-loop_seattle/5T/long,CHARM,96.5279299069774,96.5279299069774,5.398897385800081,0.8542708476693045,0.15300511826781038,0.1239558805892834,7.0177246542470675,9.82486284418146,0.17370559428568402,0.09545361535944794,0.07080530206962084,Transport,1
-loop_seattle/H/short,CHARM,61.11823475136192,61.11823475136192,4.1544904347822165,0.841288573403987,0.11403534806187139,0.09637890127013245,8.1353804170682,7.8178152159898175,0.13838328202787806,0.07353870686822052,0.05573283285129185,Transport,1
-loop_seattle/H/medium,CHARM,69.11540106585397,69.11540106585397,4.488075657894737,0.9198625518651646,0.11942317753999472,0.1030782563767566,8.945979847343047,8.31356728882698,0.14694137243312216,0.07932623551878312,0.06019179465328708,Transport,1
-loop_seattle/H/long,CHARM,61.86304502063984,61.86304502063984,4.271694082306716,0.8923526635843902,0.12795344307777765,0.09913484713118388,8.102101243975282,7.865306416195102,0.14056353285175077,0.07634087976974441,0.05738948495971584,Transport,1
-loop_seattle/D/short,CHARM,17.688902460655314,17.688902460655314,2.927990155766254,0.8807210252584604,0.054698846854415596,0.053992783789541206,9.119683298190358,4.205817692275227,0.07516358175919163,0.05232709631405565,0.0409691856742258,Transport,1
-sz_taxi/15T/short,CHARM,16.724744300702554,16.724744300702554,2.730599595513536,0.5453009157401978,1012021170843.162,0.39486790518475395,3.959669052918628,4.08958974723658,0.38239414247609904,0.2553227475879568,0.18624456405956494,Transport,1
-sz_taxi/15T/medium,CHARM,16.32724859775641,16.32724859775641,2.7415294679821045,0.5352734728529617,8928814509330.816,0.40505095913878875,3.817818831993858,4.040699023406273,0.37605448216691456,0.2551450722895598,0.18623912572162218,Transport,1
-sz_taxi/15T/long,CHARM,15.806078614672364,15.806078614672364,2.708659341056802,0.5149215144231301,5608930480027.643,0.39981524258257656,3.577749242092137,3.975685930084564,0.3679823793022536,0.25070866425813354,0.18262495707511328,Transport,1
-sz_taxi/H/short,CHARM,7.2699599958892565,7.2699599958892565,1.8617143794002695,0.5679724173891258,1.2200180607983189,0.2960652163904956,4.130907618692551,2.6962863341806367,0.25117570745775436,0.17343018076462535,0.12709021393565598,Transport,1
-m_dense/H/short,CHARM,47871.556805555556,47871.556805555556,98.32472059461806,0.8581054475575379,0.3430081042906919,0.23674393124050563,8.023269082687346,218.79569649688167,0.38808909000838376,0.17440357352475513,0.13184243762356612,Transport,1
-m_dense/H/medium,CHARM,37933.76111111111,37933.76111111111,87.4280078125,0.7379145487909378,0.32016109232370565,0.21228578779432508,6.922527282089401,194.76591362738787,0.33886808365293064,0.15211368823856278,0.11538593114577042,Transport,1
-m_dense/H/long,CHARM,37876.875061728395,37876.875061728395,89.25485339506173,0.7511059051815672,0.3266049016610421,0.2152421211902006,6.654147888611272,194.61982186233857,0.3369156816848604,0.1545133454934001,0.11792607710976435,Transport,1
-m_dense/D/short,CHARM,11140.042962962963,11140.042962962963,60.43247106481481,0.8612611894920649,0.14617167728047975,0.12329865632233797,7.505394603225089,105.54640194228774,0.18271643412007718,0.1046175465466404,0.07739670012485807,Transport,1
-ett1/15T/short,CHARM,4.563380068824404,4.563380068824404,1.0517056419735864,0.678480079601368,0.4823513883007929,0.23486041114443823,4.698129143063571,2.1362069349256414,0.4038319862732182,0.19881612189772577,0.14419275842072574,Energy,7
-ett1/15T/medium,CHARM,9.483800223214285,9.483800223214285,1.6427892485119047,1.0277826561742587,0.6621628443159904,0.40224748883928574,6.604312899190576,3.0795779293945924,0.586970528884307,0.31311721805788156,0.22315361864407748,Energy,7
-ett1/15T/long,CHARM,9.098617931547619,9.098617931547619,1.6495366753472223,1.0414966722833336,0.7291892141245353,0.40266803075396823,7.033367269205918,3.016391541485889,0.5749272102421137,0.31440332128840975,0.2256610659131469,Energy,7
-ett1/H/short,CHARM,97.63678385416667,97.63678385416667,4.978119187127977,0.8336414772034413,0.4277032761346726,0.26922454833984377,6.0659507881263695,9.881132721209987,0.461192889487194,0.2323491887924012,0.16968509398281773,Energy,7
-ett1/H/medium,CHARM,155.49547061011904,155.49547061011904,7.724497767857143,1.4655237705522468,2366573800001.4146,0.5083131699335007,10.830657969293998,12.4697823000291,0.597273012656712,0.36998513222298324,0.268676046494625,Energy,7
-ett1/H/long,CHARM,180.9056216931217,180.9056216931217,8.434078414351852,1.6432641744444674,1255472574447.474,0.5665286432498347,10.948546436473022,13.450116047570805,0.6440969265892744,0.4038897483176805,0.2921510931522111,Energy,7
-ett1/D/short,CHARM,39457.28571428572,39457.28571428572,133.28221726190475,1.7086112753473564,1.5195740714905754,0.46679561554439486,10.247861212149797,198.63858062895466,0.5217308209309843,0.35007016465470664,0.2514301471765069,Energy,7
-ett1/W/short,CHARM,1113651.642857143,1113651.642857143,832.7677176339286,1.5443143114122866,0.6782628468104771,0.5540310314723423,9.899854250964875,1055.2969453462579,0.4199278421158212,0.33137815113734725,0.2313844485474888,Energy,7
-ett2/15T/short,CHARM,7.3464628673735115,7.3464628673735115,1.748282005673363,0.769447809945206,0.10940645629735563,0.13198129563104538,5.083798614539719,2.710435918330022,0.12867403529933805,0.08299716624542641,0.06019034052895226,Energy,7
-ett2/15T/medium,CHARM,13.52883060515873,13.52883060515873,2.3416184585813493,0.9726840263809445,0.14506077324840283,0.17726376488095238,7.055552761432705,3.678155870155414,0.19601557131164893,0.1247890780477805,0.0906459529847499,Energy,7
-ett2/15T/long,CHARM,12.778794642857143,12.778794642857143,2.2963355654761903,0.962187214391635,0.1439156607725871,0.17605050223214286,7.281746615810334,3.574743996827905,0.19050456575716082,0.12237587086570505,0.0900054056184778,Energy,7
-ett2/H/short,CHARM,101.03349144345238,101.03349144345238,6.294742838541667,0.7419993138055385,0.1236532054656059,0.11254986354282924,5.297244345603868,10.051541744600794,0.12748151676493236,0.0798348537062518,0.05884667392594112,Energy,7
-ett2/H/medium,CHARM,215.59084821428573,215.59084821428573,9.101642136346726,0.9928918707724674,0.1721737160400079,0.16274163382393972,7.0004991839302955,14.683012232314107,0.1978630197230303,0.12265047314832274,0.09078392337080587,Energy,7
-ett2/H/long,CHARM,223.27862103174604,223.27862103174604,9.318803736772487,1.0688097011655349,0.20065331071852235,0.17899010067894344,7.168567931153113,14.942510533098046,0.20462618114531583,0.12761384489404803,0.09461309055395556,Energy,7
-ett2/D/short,CHARM,124601.44761904761,124601.44761904761,213.00059523809523,1.3966455903422066,0.4531980968656994,0.1423779078892299,11.31345370103201,352.9893024144607,0.20202506813906873,0.12190584664266454,0.09127424094658929,Energy,7
-ett2/W/short,CHARM,4057394.8571428573,4057394.8571428573,1471.4375,1.07049861118005,0.16081999029432023,0.17307400703430176,10.30347246888561,2014.2976088807873,0.16896865668250666,0.12343102462669925,0.09320631241012131,Energy,7
-jena_weather/10T/short,CHARM,793.1503968253968,793.1503968253968,5.716567847842262,0.28097508582546665,0.4004252515002437,0.5397180950830853,2.8917946601642734,28.16292592798903,0.17492708068398932,0.0355070537667819,0.028006287007785263,Nature,21
-jena_weather/10T/medium,CHARM,1422.0320346320345,1422.0320346320345,9.38236607142857,0.6013099397214728,0.8281385565789035,0.6474207053796898,6.018579054295177,37.70984002395176,0.23142461794716235,0.05757941381192939,0.044564262861193464,Nature,21
-jena_weather/10T/long,CHARM,1389.581746031746,1389.581746031746,9.545997643849207,0.6475100423238881,0.8520969727767973,0.6432763801049934,6.239514923578308,37.277094120005465,0.22810493087834602,0.058413596448937954,0.04524369019973926,Nature,21
-jena_weather/H/short,CHARM,1127.1288638262322,1127.1288638262322,8.736642224049708,0.5438486090849666,1.8571209834769202,0.6160888671875,5.004823350124767,33.572739891558335,0.2057987506968474,0.05355505868160764,0.04097253042821256,Nature,21
-jena_weather/H/medium,CHARM,1390.490873015873,1390.490873015873,10.963873387896825,0.7886856062642835,2.924725621490672,0.6766796293712798,7.264398321507669,37.28928630338576,0.228179738945854,0.06708988064645643,0.05153096274347289,Nature,21
-jena_weather/H/long,CHARM,1340.9566137566137,1340.9566137566137,11.615759341931216,0.8272991169023285,2.9362598207091057,0.656794536933697,6.547328093699364,36.61907445248465,0.22048742136731644,0.06993974759927213,0.052146133344598215,Nature,21
-jena_weather/D/short,CHARM,410.35528273809524,410.35528273809524,10.29339812748016,1.2094197120804053,0.8281548462946806,0.45965498666914684,7.6455485013791975,20.257227913465734,0.12198162094288287,0.061983080506578955,0.04662335709923494,Nature,21
-bitbrains_fast_storage/5T/short,CHARM,1915424.97979284,1915424.97979284,162.00147424300891,0.6967297920796054,1.9561547079209756,0.7794563485253293,12.866652673140049,1383.9887932323875,4.345382519513736,0.5086445625523378,0.35743914679581684,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,CHARM,2917887.1148548196,2917887.1148548196,265.98174799377887,0.982754485697496,3.5706176323196397,0.8151838696823894,22.037047134057264,1708.182400932295,5.189929897350263,0.8081260088553686,0.5626249802648368,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,CHARM,4931816.900230053,4931816.900230053,407.2747355083541,0.9085918638742406,4.628548264485131,0.8274016619120756,17.74187789261031,2220.7694387824354,5.868830521529703,1.0763055167536155,0.6535163711365575,Web/CloudOps,2
-bitbrains_fast_storage/H/short,CHARM,2380370.3164623124,2380370.3164623124,264.7808318927846,1.0978432599926795,3.2438603811230586,0.5927183479751187,23.17131375655182,1542.8448776407538,4.397609170279694,0.7547113979640945,0.5114305282821788,Web/CloudOps,2
-bitbrains_rnd/5T/short,CHARM,1803573.583412219,1803573.583412219,126.85952081603327,1.670405148269509,1.2306010844713593,0.6751305014290299,50.1265436435464,1342.971922049087,5.495053419813822,0.5190725377433517,0.38080825574394633,Web/CloudOps,2
-bitbrains_rnd/5T/medium,CHARM,2264990.5158133875,2264990.5158133875,144.36256296425503,4.393865113797011,0.39853283556023594,0.7194548372062909,163.01890436544252,1504.9885434159914,6.33225392543487,0.6074068869264252,0.574243628272083,Web/CloudOps,2
-bitbrains_rnd/5T/long,CHARM,2178969.3823474105,2178969.3823474105,153.21568335546223,3.3200862145398142,0.9637387689062301,0.6992502026503388,120.49768052246468,1476.1332535877004,5.654734111103969,0.5869347831034162,0.5546804800406688,Web/CloudOps,2
-bitbrains_rnd/H/short,CHARM,1745905.6729039683,1745905.6729039683,146.2275138794169,5.873955076880216,1.289918792023004,0.5710860785252654,193.833932413184,1321.327239144024,5.782774515969541,0.6399631489798603,0.5440946464532354,Web/CloudOps,2
-bizitobs_application/10S/short,CHARM,1171415.7511111111,1171415.7511111111,489.2685069444444,1.4421225291188486,0.020745357937282986,0.020944930182562934,10.099545762363098,1082.3196159689203,0.04174074143277792,0.018869130650733593,0.013533343272532928,Web/CloudOps,2
-bizitobs_application/10S/medium,CHARM,4203259.306666667,4203259.306666667,1130.7472916666666,2.3919383320070966,0.033581021626790365,0.03461206436157226,15.925404139781671,2050.1851883833974,0.08050473829226774,0.0444011181556211,0.0325102899062769,Web/CloudOps,2
-bizitobs_application/10S/long,CHARM,7293315.413333333,7293315.413333333,1614.7275,3.46668602306499,0.049203126695421005,0.05072652604844835,20.82217479424213,2700.6138956417544,0.10415188329265815,0.06227358542472482,0.047977182749416036,Web/CloudOps,2
-bizitobs_service/10S/short,CHARM,3829.155737433862,3829.155737433862,22.81807007481812,0.8753271905535402,0.06427190750364273,0.053650549833105986,6.889380677739092,61.88017240953569,0.045842811328062935,0.016904356283745765,0.012471897125192324,Web/CloudOps,2
-bizitobs_service/10S/medium,CHARM,13575.059047619048,13575.059047619048,41.54374007936508,1.2491979477533333,0.0717720685686384,0.06503184485057044,11.20958772948039,116.51205537462228,0.08768970801854255,0.03126679403126577,0.023517244671468266,Web/CloudOps,2
-bizitobs_service/10S/long,CHARM,130042.82582010582,130042.82582010582,84.01010582010582,1.6282834199025624,0.08846206907242063,0.0858390880766369,15.501488622633655,360.614511383147,0.2671547585887895,0.06223737212711046,0.05212565886458504,Web/CloudOps,2
-bizitobs_l2c/5T/short,CHARM,20.90650111607143,20.90650111607143,2.707779947916667,0.27965137299071025,0.14879485130014894,0.20844054449172247,2.6325652120484837,4.572362749834206,0.15703344435699662,0.09299612367754095,0.07050456563482645,Web/CloudOps,7
-bizitobs_l2c/5T/medium,CHARM,108.47057823129252,108.47057823129252,6.796704267644558,0.6680172330186568,0.4312666095977922,0.7146899580144558,3.546491866942123,10.41492094215278,0.5479779996025003,0.3576065943428845,0.2554181718875181,Web/CloudOps,7
-bizitobs_l2c/5T/long,CHARM,193.13486111111112,193.13486111111112,9.453229166666667,0.8936816857414822,0.6501663001465556,0.8327047681051587,4.349299519768887,13.897296899437356,0.7803124444072206,0.5307846851053418,0.37462129531767796,Web/CloudOps,7
-bizitobs_l2c/H/short,CHARM,62.51560949900794,62.51560949900794,4.876427544487847,0.4857097264924896,0.39735138159004046,0.6358144850957961,2.5461823121629426,7.906681320187879,0.42619041703151367,0.26285196084769624,0.185922575690588,Web/CloudOps,7
-bizitobs_l2c/H/medium,CHARM,79.86783854166667,79.86783854166667,5.049188523065476,0.5136331367561462,0.47998003226497316,0.7661154610770089,3.599655486077902,8.936880806056813,0.5411417071491725,0.30573603434856994,0.22556741156815008,Web/CloudOps,7
-bizitobs_l2c/H/long,CHARM,90.35586557539682,90.35586557539682,5.4537977430555555,0.5835938773403844,0.6177882662181488,0.7939226422991071,5.131964603118704,9.50557023935949,0.5806276649852519,0.3331337067754453,0.2512016176601858,Web/CloudOps,7

results/CHARM/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "CHARM",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "https://huggingface.co/c3aiia3c/CHARM",
-    "code_link": "https://huggingface.co/c3aiia3c/CHARM",
-    "org": "C3 AI",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/CastStar/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,CastStar,3352804.526461761,3352804.526461761,319.1565834057615,0.8167153908960898,3.5634193191305443,0.8085730228309247,14.423814622512515,1831.0664997377241,4.838962136831824,0.8434355732259318,0.6154550422903563,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,CastStar,2985002.868666961,2985002.868666961,246.87355815577615,0.9085762350867324,2.221366959340749,0.7983486452045363,19.868957601415676,1727.7160845077992,5.249278670669629,0.7500700576904213,0.5565229406171525,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,CastStar,1626894.4172261998,1626894.4172261998,147.87628411290856,0.6266989184974425,1.842513551297576,0.7073498385757822,12.138099654448684,1275.4977135323293,4.004747369429053,0.46429495993534253,0.35657330135340254,Web/CloudOps,2
-bitbrains_fast_storage/H/short,CastStar,2585339.1414201134,2585339.1414201134,280.51172146106984,0.9296859844324383,3.4233862671027646,0.5617329178501658,18.22861969376391,1607.8989835870018,4.583034256410286,0.7995495002507671,0.5776354289995604,Web/CloudOps,2
-bitbrains_rnd/5T/long,CastStar,2404527.312450495,2404527.312450495,165.92498874560508,3.246353299529552,1.3054981463190054,0.6771643318842706,114.66429735814803,1550.6538338554144,5.940205479679413,0.6356212494646887,0.5898290410234153,Web/CloudOps,2
-bitbrains_rnd/5T/medium,CastStar,2457864.3491282854,2457864.3491282854,156.03838266951425,4.320155189590338,0.9106129076606566,0.6906182661750065,158.04875944236272,1567.7577456763802,6.596356337830896,0.6565330500235333,0.6059712130032443,Web/CloudOps,2
-bitbrains_rnd/5T/short,CastStar,1563160.7393218903,1563160.7393218903,112.22432049523385,1.566950519550213,0.8492591312718903,0.631986096602206,50.94570144415739,1250.2642677937695,5.115720447427292,0.45918952164343585,0.3700884283093131,Web/CloudOps,2
-bitbrains_rnd/H/short,CastStar,1870097.4914965262,1870097.4914965262,143.8498172499041,5.776670392152601,1.1191285820272117,0.5220700689941552,195.5577005039446,1367.5150790746427,5.984915050605,0.6295571796314634,0.5813506717460268,Web/CloudOps,2
-bizitobs_application/10S/long,CastStar,5592887.182222222,5592887.182222222,1445.2133333333334,3.058635121048015,0.044202490912543406,0.0451468743218316,41.34535824869747,2364.9285786725613,0.09120584238971517,0.05573610158388003,0.0495042035046285,Web/CloudOps,2
-bizitobs_application/10S/medium,CastStar,3096560.8533333335,3096560.8533333335,980.3822916666667,2.1918917985730877,0.03140872001647949,0.03194992701212565,16.887737022760383,1759.7047631160556,0.06909842692699374,0.0384967271562588,0.03211790180561072,Web/CloudOps,2
-bizitobs_application/10S/short,CastStar,350758.1511111111,350758.1511111111,311.7676736111111,0.9515839882719838,0.013498870001898871,0.013585315280490451,5.982989761439813,592.2483863305252,0.022840652976312964,0.01202363300017449,0.009608475209997589,Web/CloudOps,2
-bizitobs_l2c/5T/long,CastStar,54.02609126984127,54.02609126984127,4.448235057043651,0.4393813236176895,0.34618342097317967,0.6668013702876984,2.5745816210732344,7.350244300010801,0.4127052288106383,0.24976174832964465,0.19250345911324726,Web/CloudOps,7
-bizitobs_l2c/5T/medium,CastStar,59.162452168367345,59.162452168367345,4.615489809204932,0.4490549673861194,0.32737627047452345,0.5857833758503401,2.6348219395282206,7.691713214126444,0.40469722660438195,0.24284263768122832,0.1876622265590528,Web/CloudOps,7
-bizitobs_l2c/5T/short,CastStar,13.423243350074404,13.423243350074404,1.9970485142299108,0.20269975128016818,0.08828118577235182,0.1729068574451265,1.5164698574908542,3.663774467686897,0.12582884506023867,0.06858672942100158,0.05359732014343706,Web/CloudOps,7
-bizitobs_l2c/H/long,CastStar,83.33524305555555,83.33524305555555,5.168777126736111,0.5513328762674852,0.5913184964898596,0.77591552734375,4.3384283068085345,9.128813890947473,0.557614299838462,0.31572382491049705,0.2529013796089271,Web/CloudOps,7
-bizitobs_l2c/H/medium,CastStar,75.45478980654762,75.45478980654762,4.828146216982887,0.49266343235560545,0.4590890344097636,0.7554547264462426,3.4158546059670987,8.686471654621778,0.5259790526801219,0.29235158697128644,0.23247359123274075,Web/CloudOps,7
-bizitobs_l2c/H/short,CastStar,50.662035745287696,50.662035745287696,4.294074164496528,0.42522997813117624,0.3913775473761616,0.5887604365273128,2.6417793571516324,7.117726866443225,0.3836637069148386,0.23146159478036182,0.180139145170849,Web/CloudOps,7
-bizitobs_service/10S/long,CastStar,122300.72211640212,122300.72211640212,71.37681878306879,1.2317815129640888,0.07838926607969576,0.07605878880415014,13.138841715030633,349.7152014374012,0.25908020133880033,0.05287822921403843,0.045941234281334904,Web/CloudOps,2
-bizitobs_service/10S/medium,CastStar,8331.093968253968,8331.093968253968,30.785396825396827,0.9480166995430866,0.06153785342261905,0.055134446885850695,8.511064993842236,91.27482658572389,0.06869558538972019,0.023169815112048027,0.01801883358066521,Web/CloudOps,2
-bizitobs_service/10S/short,CastStar,1983.398888888889,1983.398888888889,17.268165715939155,0.6799787873617735,0.04783656690486524,0.03843312662114542,4.86263018043372,44.53536672004497,0.03299322439603451,0.012792809587833909,0.009919393166875033,Web/CloudOps,2
-car_parts/M/short,CastStar,1.4436843565962016,1.4436843565962016,0.4524590056525674,0.8391492100029275,0.8452076502556648,1.9066973316633038,20.906341425609234,1.2015341678854587,2.8811556806861573,1.084950282111142,0.9448667274275488,Sales,1
-covid_deaths/D/short,CastStar,236038.09523809524,236038.09523809524,77.88262844611529,30.661524329875594,0.07907825944813303,0.35343029815750315,499.75891372067207,485.8375193808062,0.18279873102429933,0.029303717973308347,0.024520325397836162,Healthcare,1
-electricity/15T/long,CastStar,311774.6353708709,311774.6353708709,55.45735411974474,0.8346380734166362,0.12128090702493909,0.12590860562711148,6.915806926230703,558.3678316046429,0.8808937302080163,0.08749077717750572,0.06983227496456859,Energy,1
-electricity/15T/medium,CastStar,253884.82181306306,253884.82181306306,50.50490470157658,0.7869655508505508,0.11998229226533319,0.12371108211482967,6.816641397255245,503.8698461041929,0.8682185013560212,0.08702503833115684,0.0700433348053309,Energy,1
-electricity/15T/short,CastStar,118099.24175816441,118099.24175816441,44.56255067567567,0.8659906007945392,0.14316012700343864,0.1494455048844621,9.967605004422929,343.65570235071675,0.6774131315604116,0.08784157165744186,0.07363897339401321,Energy,1
-electricity/D/short,CastStar,1225056518.882018,1225056518.882018,4151.9007207207205,1.3744893520503494,0.28457089669111324,0.09196905792511262,10.952466694873307,35000.8074032874,0.5751795308967208,0.06822952057527688,0.05332412627787286,Energy,1
-electricity/H/long,CastStar,5860981.76,5860981.76,246.24214114114113,1.1134175861167328,0.2783388680783042,0.1345660279420045,9.265869310234246,2420.9464595484137,0.9548205811640349,0.09711782901440857,0.07691875234693807,Energy,1
-electricity/H/medium,CastStar,5335212.670630631,5335212.670630631,232.08209318693693,1.0361039220114319,0.22290504924924712,0.12530079059772664,8.591142364530677,2309.807929380846,0.901594113249278,0.09058928508570903,0.07225530660130762,Energy,1
-electricity/H/short,CastStar,1655519.69740991,1655519.69740991,159.89698602899776,0.8634937984786533,0.17040432602507946,0.1183189295863246,10.235384870815778,1286.6700033069512,0.6074001304821995,0.07548279662081632,0.06265784129379959,Energy,1
-electricity/W/short,CastStar,36730934288.60541,36730934288.60541,26400.506081081083,1.4042479861739843,0.2188702474666547,0.09229411649274397,11.415612417672753,191653.16143650073,0.4372892686476322,0.06023724268147976,0.0472780161065979,Energy,1
-ett1/15T/long,CastStar,7.76934089781746,7.76934089781746,1.4884237041170636,0.9646467733920897,0.7460625304429511,0.3730271499875992,6.935002238032526,2.787353744650553,0.5312723797058652,0.28369502967267873,0.2206557814415155,Energy,7
-ett1/15T/medium,CastStar,8.799727182539682,8.799727182539682,1.5329715401785715,0.9674879710346623,0.7313873971152508,0.37050331721230156,6.482677304021323,2.9664334111083095,0.5654051411964138,0.2921858912723467,0.22383279760610847,Energy,7
-ett1/15T/short,CastStar,4.665487234933035,4.665487234933035,1.0536911737351191,0.6734029655946993,0.470469526480606,0.23137225196475075,4.440284274696769,2.1599738968175135,0.40832497575037263,0.1991914918961282,0.15337971860422472,Energy,7
-ett1/D/short,CastStar,43092.75555555556,43092.75555555556,141.18231646825396,1.7086610813118757,1.2724681067088293,0.4852843269469246,10.238452829662968,207.58794655652713,0.545236627393254,0.37082003726915075,0.2799706696477643,Energy,7
-ett1/H/long,CastStar,139.3713458994709,139.3713458994709,7.1362743882275135,1.3705405089196978,3285014216058.133,0.495920009713955,8.94638092756597,11.805564192340444,0.5653429000943228,0.3417407243549583,0.2626569823442895,Energy,7
-ett1/H/medium,CastStar,138.0328125,138.0328125,6.751969401041666,1.2202037153762022,3858211723316.88,0.43249577113560267,7.661305454651649,11.748736634208804,0.5627366344966419,0.32340332882288414,0.24750492877085428,Energy,7
-ett1/H/short,CastStar,97.15809151785714,97.15809151785714,4.839385695684523,0.7967168781434163,0.4518911815824963,0.2558232625325521,5.3409661581647185,9.85688041511396,0.46006093514139856,0.22587392916451338,0.17298440999752257,Energy,7
-ett1/W/short,CastStar,1051595.4285714286,1051595.4285714286,808.4739118303571,1.427257483942142,0.6017969676426479,0.5207920755658831,7.321170559039648,1025.4732705299677,0.4080602900824365,0.32171106596964855,0.23601011534147476,Energy,7
-ett2/15T/long,CastStar,10.681512896825398,10.681512896825398,2.0578534226190475,0.854207994815305,0.12960005239928254,0.15761233375186012,6.780657280768023,3.268258388932154,0.1741714055229116,0.109666733876204,0.08886791001585162,Energy,7
-ett2/15T/medium,CastStar,10.766412450396825,10.766412450396825,2.02916015625,0.8363641683995805,0.12613965093701504,0.15309433710007442,6.1866192881998225,3.2812211827910693,0.17486221627201176,0.10813761777281868,0.08574068729784425,Energy,7
-ett2/15T/short,CastStar,7.449161783854167,7.449161783854167,1.6784679594494047,0.7152331457318958,0.09907750772768395,0.11984579903738839,4.676096425357146,2.7293152591546046,0.1295703047707031,0.07968284511078544,0.06251711954252065,Energy,7
-ett2/D/short,CastStar,132963.3777777778,132963.3777777778,208.98477182539682,1.3509376870306549,0.4260611397879464,0.13416597881014386,12.931455333863655,364.6414372747258,0.20869391529213152,0.11960749879289098,0.09634771059074683,Energy,7
-ett2/H/long,CastStar,204.20613425925927,204.20613425925927,8.794750330687831,0.9820612790639449,0.1739749063314509,0.16620315471023478,8.52915036224312,14.290071177543494,0.19569152632540995,0.120437336839008,0.09799372909238241,Energy,7
-ett2/H/medium,CastStar,230.487109375,230.487109375,9.45964122953869,1.014498237691088,0.16955097857240103,0.16538089570545014,7.355610153351898,15.18180191462792,0.20458454385108538,0.12747474883567034,0.10189369491328919,Energy,7
-ett2/H/short,CastStar,104.9778087797619,104.9778087797619,6.28216552734375,0.7194055499461999,0.11701159065713966,0.10726990472702753,5.111712057348414,10.245867888068922,0.12994611295782027,0.07967533840510944,0.06298900023682591,Energy,7
-ett2/W/short,CastStar,3591336.285714286,3591336.285714286,1294.113560267857,0.796225868799259,0.12267758165087018,0.13467180728912354,6.499675323782676,1895.0821316540046,0.15896833746596287,0.10855628773639842,0.08445128979693782,Energy,7
-hierarchical_sales/D/short,CastStar,28.412236461347664,28.412236461347664,2.303383694191815,0.7432246541196934,0.6353245096121958,1.0497604010567383,6.8608627175956824,5.330312979680242,1.6352809925105587,0.7066526089424089,0.573380660833156,Sales,1
-hierarchical_sales/W/short,CastStar,438.2970405190678,438.2970405190678,8.663619736493644,0.7063090112756031,0.5125157426549327,0.44724137904280326,6.8725420124326515,20.93554490618928,0.9611611069798378,0.39775101979403504,0.3355324945001602,Sales,1
-hospital/M/short,CastStar,2086.1430356366795,2086.1430356366795,16.38695981366797,0.736008231722177,0.1867499121475717,0.1690590604394998,4.8843757272815544,45.674314834890296,0.16580836907373872,0.05948846940787852,0.046787888854281624,Healthcare,1
-jena_weather/10T/long,CastStar,1345.7535714285714,1345.7535714285714,9.238129340277778,0.5905505157546541,0.7361508906073064,0.6305965685970569,5.609328995571303,36.68451405468759,0.22447883184809253,0.05652969750875458,0.046074598514996616,Nature,21
-jena_weather/10T/medium,CastStar,1497.239826839827,1497.239826839827,9.424031047077921,0.566960792363569,0.7078644147451085,0.635402081642316,5.37296537542809,38.69418337217917,0.23746554186532765,0.05783511742902038,0.046738304041920704,Nature,21
-jena_weather/10T/short,CastStar,771.8405257936508,771.8405257936508,5.289353143601191,0.2628565031992547,0.3393708781375655,0.5406349303230407,2.0223146483607692,27.782018029539373,0.17256115176093384,0.03285351228120525,0.026731877980829932,Nature,21
-jena_weather/D/short,CastStar,367.63943452380954,367.63943452380954,9.592937748015872,1.0653136323945496,0.6037116397657571,0.45977201915922616,6.645771747133739,19.17392590274119,0.11545837226328323,0.057765164172798505,0.04519768279321566,Nature,21
-jena_weather/H/long,CastStar,1211.6925925925925,1211.6925925925925,10.5356853505291,0.8186049753266026,2.0126767412872684,0.6450898670014881,6.280614727148143,34.80937506753881,0.20959100410683237,0.06343649856645266,0.05068161044963042,Nature,21
-jena_weather/H/medium,CastStar,1211.0835317460317,1211.0835317460317,9.788085162450397,0.7714138827280325,2.064705593793395,0.6778467571924603,6.124192898479413,34.800625450500625,0.21295119913023078,0.059895029056227685,0.047880789149574304,Nature,21
-jena_weather/H/short,CastStar,1090.4880952380952,1090.4880952380952,8.205443622076023,0.515061876004388,1.182032541486521,0.6047369400062657,4.318579296040442,33.02253920034156,0.2024260394124715,0.05029884116306823,0.040291098557838585,Nature,21
-kdd_cup_2018/D/short,CastStar,2872.57726577565,2872.57726577565,20.9373979216537,1.17941735706624,0.5292657405361945,0.4576112970534423,9.020656481197049,53.59642959914075,1.2006169523344512,0.46901995283119646,0.3717712864920913,Nature,1
-kdd_cup_2018/H/long,CastStar,4168.304229820543,4168.304229820543,24.753507090713086,1.0357113573839374,1.0817240544377582,0.6215213583403579,7.573766364782778,64.56240570038064,1.5148948950536556,0.5808172901799823,0.4541160750011372,Nature,1
-kdd_cup_2018/H/medium,CastStar,5216.656906969499,5216.656906969499,25.223320744274726,1.0355684851709432,0.8778261540544069,0.5580191159475061,8.509819925875313,72.22642803690003,1.5118299339492627,0.5279697801934193,0.42202011019834573,Nature,1
-kdd_cup_2018/H/short,CastStar,4287.803063279697,4287.803063279697,21.785261614003062,0.9133148885151955,0.8077191887517445,0.48564722705666696,7.2798246281562236,65.48131842960782,1.370642579055923,0.45600497791021627,0.36516187825584284,Nature,1
-loop_seattle/5T/long,CastStar,76.89185271184498,76.89185271184498,4.880136031203417,0.7738104793220163,0.14557908303009617,0.11107484820785496,6.255632440919782,8.768799958480349,0.15503417737099567,0.08628180351228992,0.06869608733198349,Transport,1
-loop_seattle/5T/medium,CastStar,62.776225490196076,62.776225490196076,4.4952669875516,0.7161789781543163,0.13786606370357046,0.10335483783292819,5.28116134808283,7.923144924220185,0.1409690309050771,0.0799800378455281,0.06320233699623683,Transport,1
-loop_seattle/5T/short,CastStar,40.812772611100364,40.812772611100364,3.43430228690983,0.544116287633994,0.08778549465970727,0.07341306152973628,3.9292118877947813,6.388487505748161,0.10954845685878385,0.058890702310844464,0.04625242971400126,Transport,1
-loop_seattle/D/short,CastStar,18.00161006836945,18.00161006836945,2.8548226465750774,0.8607292595297532,0.052858756963928666,0.05267774268938661,6.995403391986882,4.242830431253346,0.07582505213686692,0.0510194973674964,0.041387249916842915,Transport,1
-loop_seattle/H/long,CastStar,56.317076238390094,56.317076238390094,3.9726023660560714,0.8325952778348202,0.11649883993310867,0.09202675834159733,6.533020563822131,7.504470416917512,0.1341149359842489,0.07099572420372459,0.056639945858436375,Transport,1
-loop_seattle/H/medium,CastStar,65.19294214396285,65.19294214396285,4.211476524203431,0.8606064605548073,0.10977068291852103,0.09623591183877951,6.937931096482103,8.074214645645906,0.1427108361386289,0.0744373741006979,0.059510329214077284,Transport,1
-loop_seattle/H/short,CastStar,54.29510317371408,54.29510317371408,3.8506060935887514,0.7850147307946731,0.10266156129514327,0.08840505073592532,6.832282382418647,7.368521098138627,0.13043031756484433,0.06815964410155194,0.054872376796318824,Transport,1
-m4_daily/D/short,CastStar,346087.7136773801,346087.7136773801,167.66252106990774,3.1410160693724825,0.035637691894498245,0.028771085654368988,24.323229785066502,588.292200931969,0.09087488684445702,0.0258992259393325,0.020424886600357628,Econ/Fin,1
-m4_hourly/H/short,CastStar,486338.3703703704,486338.3703703704,165.81517964975845,0.6400308654578611,0.08142833126147972,0.07494977130982035,5.058731985688253,697.3796457958681,0.09520771471486653,0.022637432013766525,0.018942863319957374,Econ/Fin,1
-m4_monthly/M/short,CastStar,1756298.823962963,1756298.823962963,538.7733707320601,0.8921282962644016,0.15538127794972173,0.12756367234830504,7.441203933870197,1325.2542488001927,0.27543332806110077,0.11197560219541099,0.08971544052700793,Econ/Fin,1
-m4_quarterly/Q/short,CastStar,1674901.0073333334,1674901.0073333334,531.0947854817708,1.095477727844075,0.1118749213218689,0.09627823988596598,8.437118237280606,1294.179665785757,0.2166228859114735,0.08889591465938043,0.07103860805148036,Econ/Fin,1
-m4_weekly/W/short,CastStar,227009.01478465824,227009.01478465824,242.46601135633168,1.856749573909944,0.05842588697277761,0.05789162991566451,12.484709576699645,476.45463035283666,0.08680264987131492,0.044173549691125635,0.03486475909676457,Econ/Fin,1
-m4_yearly/A/short,CastStar,3147136.325005078,3147136.325005078,805.5186243144424,2.9387879571899247,0.163260685747559,0.13243620310078502,31.07035411482461,1774.0170024565937,0.28447184985346335,0.12916864541480244,0.10595280239462376,Econ/Fin,1
-m_dense/D/short,CastStar,8701.931851851852,8701.931851851852,42.36890625,0.6267124671471423,0.11853181175871015,0.09061899255823207,6.69431219316544,93.284145768999,0.16148865485882558,0.07334684390094949,0.05991373039218346,Transport,1
-m_dense/H/long,CastStar,33120.252839506174,33120.252839506174,76.15605709876543,0.6676034466013443,0.24775689045132976,0.18348185221354166,6.729204958370642,181.98970531188343,0.3150510828652924,0.13183739275031622,0.10864191695945045,Transport,1
-m_dense/H/medium,CastStar,35776.43111111111,35776.43111111111,77.12168402777777,0.6728532132185827,0.25016375845977634,0.18550716824001737,7.089416448820372,189.14658630573038,0.329091164039822,0.1341819869188082,0.1112144321217766,Transport,1
-m_dense/H/short,CastStar,41236.39333333333,41236.39333333333,82.59238715277777,0.7392562936372459,0.2672344580428819,0.19885481940375435,7.688472214340688,203.06746005535533,0.36019107297046005,0.14649831410527914,0.12102448796208333,Transport,1
-restaurant/D/short,CastStar,137.9766916503222,137.9766916503222,7.050174535350705,0.6768496759549831,0.6725244455292099,0.3901930966051707,4.611814401792056,11.746348013332579,0.5405941515884595,0.32446536720711117,0.2537330015850363,Sales,1
-saugeen/D/short,CastStar,1262.384375,1262.384375,13.133772786458334,2.9175855376749498,0.2844427490234375,0.32789016723632813,42.9796339374989,35.530048902302404,1.1508267495275422,0.42540602987725346,0.3677563777496337,Nature,1
-saugeen/M/short,CastStar,383.52587890625,383.52587890625,12.2117919921875,0.7156115501577496,0.3531730742681594,0.34888637633550734,3.971295249347581,19.583816760433855,0.5879649300482455,0.3666346306383221,0.2815348222725472,Nature,1
-saugeen/W/short,CastStar,906.83115234375,906.83115234375,14.131039428710938,1.146431974766474,0.36695232391357424,0.37515816688537595,9.551911168238073,30.113637315072882,0.9090051826076146,0.42655717547283273,0.3403583633044936,Nature,1
-solar/10T/long,CastStar,19.852565991230737,19.852565991230737,1.8349474335335563,0.8033372194059633,3.710008323852944,1.4441075284018907,4.07667036984196,4.455621841138534,0.9630113808979425,0.3965945326703824,0.2959533355169407,Energy,1
-solar/10T/medium,CastStar,20.900932799712454,20.900932799712454,1.9221714464443707,0.8411663168106225,3.9271924351907033,1.4519803849397257,3.930108019610356,4.571753799113909,1.0144903239988368,0.4265374775567778,0.3110494345277497,Energy,1
-solar/10T/short,CastStar,18.901206387336526,18.901206387336526,1.7884878636566681,0.7820639078830302,5.426189489537378,1.4975184227990654,3.5853574364687697,4.347551769368195,1.2647023388985923,0.5202709258565182,0.3884703045894968,Energy,1
-solar/D/short,CastStar,123128.03503649635,123128.03503649635,249.23483880778588,0.972277161919265,1.0441550001900852,0.4270748983044404,5.340687102924278,350.89604591174344,0.506925269613871,0.3600594516006149,0.2738373274293547,Energy,1
-solar/H/long,CastStar,232.97027575020275,232.97027575020275,6.117343369829683,0.46511873182514607,2.460368732564742,1.343887653335361,3.1858512401227546,15.26336384124426,0.529208641066086,0.21209944317348406,0.16550748650967217,Energy,1
-solar/H/medium,CastStar,263.0707420924574,263.0707420924574,6.233770529197081,0.47128574137571677,1.9526249694996058,1.3503110268400242,2.980249702756118,16.21945566572619,0.5842626494742487,0.2245549641532995,0.17273845076259758,Energy,1
-solar/H/short,CastStar,240.5408397962287,240.5408397962287,5.954538078371611,0.45689526081771864,1.9462091683496192,1.347565394843765,2.8142274206779807,15.509379091254063,0.5716808715381937,0.21948625397714702,0.17142541446873247,Energy,1
-solar/W/short,CastStar,1322078.01459854,1322078.01459854,899.848483120438,0.9889773118731965,0.20313915893109175,0.177866664246051,5.419295334630647,1149.8165134483588,0.23470629722637726,0.18368157272726088,0.1379726367778635,Energy,1
-sz_taxi/15T/long,CastStar,15.354113247863248,15.354113247863248,2.6694555733618235,0.5033947591042484,6233889901744.793,0.3947754254028668,3.9650937068096828,3.918432498826954,0.36268313212021813,0.24708005272324457,0.19664319458318671,Transport,1
-sz_taxi/15T/medium,CastStar,16.148692908653846,16.148692908653846,2.734113122662927,0.5328188105001791,9961646196256.383,0.4027316362429888,3.8289084069264545,4.018543630303626,0.37399256033485684,0.25445486252256505,0.20044030500476323,Transport,1
-sz_taxi/15T/short,CastStar,16.47910406650641,16.47910406650641,2.7052198323865806,0.5394760041945825,1102573397999.7688,0.3881165827004755,3.7638214654314273,4.0594462758492575,0.379575588324529,0.25294962407416033,0.19862987462579024,Transport,1
-sz_taxi/H/short,CastStar,7.098098624465812,7.098098624465812,1.8334749661959135,0.5583955942287858,1.1890047513521635,0.2929101275582599,3.863181107607013,2.6642257082435434,0.24818906536076019,0.17079950726941864,0.13417272412209125,Transport,1
-temperature_rain/D/short,CastStar,182.2846362345114,182.2846362345114,5.719207549462295,1.3259282825468373,20.650341605562286,1.5227314926388777,19.06406165865232,13.501282762556727,1.5894579484744071,0.6733019416257476,0.5449543004804537,Nature,1
-us_births/D/short,CastStar,96709.96666666666,96709.96666666666,202.693671875,0.29865187767550144,0.01956916809082031,0.019372722307840984,1.9635913043534148,310.9822610160693,0.02915206349476023,0.019000886974002564,0.014945436420411918,Healthcare,1
-us_births/M/short,CastStar,50618666.666666664,50618666.666666664,5854.888020833333,0.661316038534582,0.017980622748533886,0.018215385576089222,3.3929596580047936,7114.67966015805,0.022098146517177786,0.018185242274586105,0.013737251623539304,Healthcare,1
-us_births/W/short,CastStar,1639684.857142857,1639684.857142857,977.6957310267857,0.8892018558378358,0.013256479586873735,0.013280559863362993,5.268143465816424,1280.5017989611952,0.01738268636202977,0.01327212368129524,0.010481578421218704,Healthcare,1

results/CastStar/config.json DELETED Viewed

@@ -1,9 +0,0 @@
-{
-  "model": "CastStar",
-  "model_type": "agentic",
-  "model_dtype": "float32",
-  "model_link": "https://arxiv.org/abs/2602.01776",
-  "org": "USTC-AGI",
-  "testdata_leakage": "No",
-  "replication_code_available": "No"
-}

results/Cobra-Agent/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,Cobra-Agent,3254065.186789369,3254062.2381867925,329.26487950434336,0.8429638776074092,3.9443089343410853,0.8153915696819287,14.670497014629554,1803.9027653366934,4.767176433979177,0.8701487709162227,0.646434133059247,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Cobra-Agent,2565541.3797208876,2565538.5474987417,262.6126521865297,0.9288649982919887,3.378301642825443,0.8001711041045937,20.065729692579207,1601.7307450757407,4.866500378903134,0.7978897672405426,0.5891460433742735,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,Cobra-Agent,1535594.4964094635,1535590.426814769,148.85738795396597,0.6444503569588691,1.8930183676065362,0.71757825664486,12.540153064569378,1239.1910653363602,3.890753486310931,0.46737538491517877,0.36433548860283416,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Cobra-Agent,2717065.351921484,2717064.816725599,305.46105072735145,0.9413551275972444,3.7179524259237295,0.5700805411084489,18.09778187186998,1648.3523142585398,4.698339565383901,0.8706632240581507,0.642263080056698,Web/CloudOps,2
-bitbrains_rnd/5T/long,Cobra-Agent,2357754.3321489724,2357750.805587391,173.0152549545923,3.263937837266844,1.525545375803682,0.6872711356517524,114.41853809335853,1535.4980729877104,5.882147219774362,0.6627824670137851,0.6345187345581849,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Cobra-Agent,2294347.8625760167,2294340.426515193,161.87942859037477,4.343568436673698,1.1151944536020397,0.7148629481143508,158.47227026373955,1514.7104880392214,6.373159197403143,0.6811092795208784,0.7197563966474493,Web/CloudOps,2
-bitbrains_rnd/5T/short,Cobra-Agent,1541020.367641512,1541018.4969871691,115.89879441320147,1.595689417006093,0.95541611878137,0.6394236778761015,51.28107831673851,1241.3784143610328,5.079362129137146,0.47422441082003286,0.3820462952134806,Web/CloudOps,2
-bitbrains_rnd/H/short,Cobra-Agent,1854216.7587291116,1854216.7650336528,148.20017036142633,5.780161221016878,1.3024861744911072,0.5362094684464926,197.91035803548095,1361.6962799130765,5.959449236042231,0.6485964638884882,0.6273216236864841,Web/CloudOps,2
-bizitobs_application/10S/long,Cobra-Agent,6121629.619905288,6121629.619905288,1504.8000283474391,3.1631638695637188,0.04590038881277624,0.046910152138317264,43.99761479518074,2474.1927208496286,0.09541972903917106,0.05803412553640613,0.051438626244684864,Web/CloudOps,2
-bizitobs_application/10S/medium,Cobra-Agent,3344980.109225711,3344980.109225711,1014.1645996077856,2.2335315314377264,0.03192312117680913,0.03253923227506461,19.65536515663172,1828.9286780040688,0.07181664687407742,0.039823259265477175,0.03344778310292521,Web/CloudOps,2
-bizitobs_application/10S/short,Cobra-Agent,378272.0240979603,378272.0240979603,328.8968110063341,1.0533232409470974,0.014746161272659515,0.014889146624867773,5.9627171523452205,615.0382297857267,0.023719567493809716,0.01268423608379826,0.009869686181529103,Web/CloudOps,2
-bizitobs_l2c/5T/long,Cobra-Agent,83.20414542418551,83.20414425417677,5.552619050701467,0.5496406408629562,0.4170665798876431,0.7240006616780768,3.703309916308455,9.12163063405801,0.5121659261046878,0.31177126026028074,0.24494946630365888,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Cobra-Agent,65.38203273770448,65.3820432432807,4.946761488589321,0.4849655751405355,0.3515391343327123,0.6130633777713356,3.3318156731216244,8.08591570186732,0.42543808636395103,0.2602724068615158,0.20301966132927365,Web/CloudOps,7
-bizitobs_l2c/5T/short,Cobra-Agent,15.084976289442476,15.084975939076589,2.1699118792493852,0.22477003172146076,0.11821295661416775,0.18797252735219705,2.097617735709253,3.88393824480288,0.13339015612027086,0.07452355472634346,0.059640892168996346,Web/CloudOps,7
-bizitobs_l2c/H/long,Cobra-Agent,82.2904029473433,82.29041574365874,5.293673347021612,0.5655188760827218,0.6195741652909287,0.7806921843034151,4.511779495577429,9.07140578672034,0.5541076809897061,0.3233528662700964,0.2597502551757956,Web/CloudOps,7
-bizitobs_l2c/H/medium,Cobra-Agent,72.41501302089152,72.41502497807363,4.791621192135972,0.4850686809476508,0.4638390511655195,0.7545085539797117,3.350268761117315,8.509701112312436,0.5152753350172038,0.2901399452774042,0.23018142919605408,Web/CloudOps,7
-bizitobs_l2c/H/short,Cobra-Agent,49.598733702419516,49.59875928881587,4.217099630924239,0.4179214129898475,0.38519295633088135,0.5868669542519614,2.674432951825526,7.042636843002734,0.3796161906543247,0.22731248723860928,0.17687542738980422,Web/CloudOps,7
-bizitobs_service/10S/long,Cobra-Agent,129803.7365392112,129803.73653909584,75.80277005660471,1.301149732672764,0.07464665190192107,0.0723498201247374,17.912630515639353,360.2828562937892,0.2669090639820272,0.0561571166920994,0.05109625213224424,Web/CloudOps,2
-bizitobs_service/10S/medium,Cobra-Agent,5836.708937714384,5836.708937272875,28.40272733792426,0.9496069163986866,0.05829874522267355,0.05167467380249088,8.924548045490562,76.39835690454595,0.05749920023924664,0.02137656060567521,0.017771506840627817,Web/CloudOps,2
-bizitobs_service/10S/short,Cobra-Agent,1964.0906298971522,1964.0906127272187,17.509366507928366,0.7078171913302101,0.05134794131828443,0.04145756203294249,5.056600156837216,44.31806211802533,0.03283223797852241,0.012971498765232752,0.010015521725514724,Web/CloudOps,2
-car_parts/M/short,Cobra-Agent,1.3586574280688626,1.3586506063676893,0.45763337231408013,0.8392418744263533,0.8120602787171064,1.8862696853283667,14.987460307838257,1.1656146138706662,2.7950242748023273,1.0973578825766426,0.9496887794157463,Sales,1
-covid_deaths/D/short,Cobra-Agent,316176.07987450785,316140.05517516274,92.11356355371404,32.01225323347686,0.08267985968252003,0.35776257240717174,512.2356337180529,562.2953671110121,0.21156635834416918,0.034658174929113356,0.02838922801603547,Healthcare,1
-electricity/15T/long,Cobra-Agent,300576.49872181774,300576.5467794729,55.91763959029448,0.8485651159631495,0.12560811609925854,0.12908901886430815,6.993599189497656,548.2485738438521,0.8649293480007947,0.08821693271992298,0.07066298108537367,Energy,1
-electricity/15T/medium,Cobra-Agent,237640.404657857,237640.41356604986,50.65869668725844,0.801107642445395,0.12171492916066526,0.12706197852039594,6.839436829601449,487.483748096136,0.8399835798970228,0.08729003492417776,0.07049412566720817,Energy,1
-electricity/15T/short,Cobra-Agent,126118.82089454801,126113.05825597273,48.173643712487724,0.9295631905860023,0.15310139378723317,0.1572418719840001,10.12061683151699,355.1321175204349,0.7000354129556469,0.09495974851643502,0.07916936030401923,Energy,1
-electricity/D/short,Cobra-Agent,1273711656.948364,1273711657.09344,4161.201418053027,1.3610455321971273,0.3347318484987025,0.09112788597073929,10.788472457782822,35689.09717194264,0.5864904028013076,0.06838236013798413,0.05350384010819861,Energy,1
-electricity/H/long,Cobra-Agent,8044390.873887443,8044390.871684074,269.32679344565383,1.161676929810069,0.2892699252437571,0.1382549594297585,9.35502792271596,2836.2635409791246,1.1186215256490533,0.10622240995219356,0.08394103677615042,Energy,1
-electricity/H/medium,Cobra-Agent,5456142.452015829,5456142.451459041,233.02747307659942,1.0377796692321002,0.23304818249407633,0.1257275490383138,8.472567714004526,2335.838704195097,0.9117548111521342,0.09095830089921665,0.07252766952506831,Energy,1
-electricity/H/short,Cobra-Agent,1602129.7157040006,1602129.7052863177,162.66984195075733,0.8875366030621327,0.16725391831976094,0.11981077488600739,9.854255545999955,1265.7526281639714,0.5975256371662426,0.07679178284650309,0.06276467608321556,Energy,1
-electricity/W/short,Cobra-Agent,40016067566.004585,40016067566.004585,27195.69786812574,1.4162150041596584,0.1625653854712863,0.0924610169613308,10.743302259591148,200040.1648819671,0.45642564515032547,0.06205160824625771,0.04868167238646929,Energy,1
-ett1/15T/long,Cobra-Agent,8.162579844244743,8.162579844244743,1.5280048414609544,0.9756117844845802,0.7271953274117877,0.38142541197447105,7.017465318165445,2.8570228987960076,0.5445513584383862,0.29123921704255273,0.22639218182380144,Energy,7
-ett1/15T/medium,Cobra-Agent,9.01807991210949,9.01807991210949,1.5569194105586315,0.9752197132422824,0.7154638859935354,0.3803701756880881,6.639371242155681,3.0030118068548264,0.5723769870792585,0.2967503621885843,0.2275020494813059,Energy,7
-ett1/15T/short,Cobra-Agent,4.816026503477783,4.816026503477783,1.066625144381431,0.6741537541056264,0.47304874456959195,0.2327944914356134,4.492917445645344,2.1945447143947154,0.41486028229424066,0.20163654246719828,0.15602198659295852,Energy,7
-ett1/D/short,Cobra-Agent,43516.65437968453,43516.65437968453,139.52409337848897,1.6545014700736904,1.4146906314011733,0.4656914046437749,10.340414600809336,208.6064581447193,0.5479117872431527,0.36646466291783697,0.27779712594497197,Energy,7
-ett1/H/long,Cobra-Agent,140.83845615445767,140.83845615445767,7.073044639317644,1.3362464873005317,3710082337430.954,0.46540150387355167,9.444030777635273,11.867537914599543,0.5683106884780964,0.33871278925191944,0.2614004977513562,Energy,7
-ett1/H/medium,Cobra-Agent,136.40744173052082,136.40744173052082,6.806335452490852,1.2449617396382988,3393809263074.416,0.43064914107682034,8.773101448187331,11.679359645567937,0.5594136721409765,0.3260073518453649,0.2529915371511183,Energy,7
-ett1/H/short,Cobra-Agent,93.61479580620383,93.61479580620383,4.788466343978542,0.7894502852766264,0.45255839683154114,0.25429847643136894,5.388589434175557,9.675473931865241,0.45159395460144347,0.22349731578846901,0.17119128436878672,Energy,7
-ett1/W/short,Cobra-Agent,1179976.7160327935,1179976.7160327935,879.9005629675729,1.5297158560685147,0.6983489954821367,0.5391771396826651,8.060556485489895,1086.267331752545,0.43225170719938866,0.35013344265339535,0.25393484922361337,Energy,7
-ett2/15T/long,Cobra-Agent,11.160667042303942,11.160666752611148,2.102227287924006,0.8720239120569387,0.1321715583698298,0.15893152815848588,6.875350666741123,3.3407584531516106,0.17803505407925124,0.11203149049562336,0.09060756550161501,Energy,7
-ett2/15T/medium,Cobra-Agent,11.007406331839048,11.007406376768964,2.0657703748676512,0.8526652620928503,0.1278906352690128,0.15509475414648527,6.332168687033414,3.3177411490107316,0.17680842035372282,0.11008863572818947,0.08719968125036709,Energy,7
-ett2/15T/short,Cobra-Agent,7.202207875535736,7.202207875535736,1.650176819014762,0.7135236424278395,0.10217282328202723,0.12194487485793104,4.839631682728895,2.683692954779987,0.12740445520164054,0.07833976619362841,0.061795133331660375,Energy,7
-ett2/D/short,Cobra-Agent,106588.19295657909,106588.19295657909,193.8730449911148,1.278239825795673,0.43154046940943164,0.1308237609119066,12.823779710710566,326.47847242441435,0.1868522359902478,0.11095865428987693,0.09240603423818727,Energy,7
-ett2/H/long,Cobra-Agent,217.08913614019903,217.08913614019903,9.009080117751681,1.0074505483461624,0.17593888229312765,0.1712852797662987,8.087349144975262,14.733945029767114,0.20177003839568947,0.12337241910405929,0.10039987891900293,Energy,7
-ett2/H/medium,Cobra-Agent,234.14850900726188,234.14850900726188,9.50679790612665,1.0324665098860675,0.17363696914907514,0.16769704201661026,7.312871058072753,15.301911939599636,0.20620308945810809,0.1281102065438026,0.10250001061861483,Energy,7
-ett2/H/short,Cobra-Agent,105.03864569711088,105.03864569711088,6.2757567977266655,0.7219098336285253,0.11796998093800283,0.10795683753541141,5.040194890795683,10.248836309411468,0.1299837549049135,0.07959405427223488,0.06311733379078067,Energy,7
-ett2/W/short,Cobra-Agent,2902333.985961911,2902333.985961911,1165.4554356166295,0.7743520004854404,0.12192480919632838,0.12996543589136839,9.431594342081354,1703.6237806399365,0.14290790060165115,0.09776383227416131,0.08494935018034083,Energy,7
-hierarchical_sales/D/short,Cobra-Agent,28.546904816699513,28.546903411281946,2.295101402780434,0.7402904665200934,0.6288248947290402,1.057345501846124,6.738466091019913,5.342930358585962,1.6391518646297913,0.7041116936582418,0.5696660049433837,Sales,1
-hierarchical_sales/W/short,Cobra-Agent,461.5444177245685,461.5444177245685,8.833260374538348,0.7131824214665202,0.5153824987753124,0.4517141285057144,6.52081812066305,21.483584843423326,0.986321888564525,0.4055393044640753,0.3411400713887467,Sales,1
-hospital/M/short,Cobra-Agent,2535.4615077520657,2535.4615077520657,17.111514312710156,0.7408952778665137,0.1887059458775214,0.16967628846972718,4.989505111729799,50.35336639939842,0.18279441279497632,0.0621187704912229,0.04913160602648654,Healthcare,1
-jena_weather/10T/long,Cobra-Agent,1342.245114633309,1342.244164448545,9.386821155339772,0.6260501840034609,0.7979510835874984,0.6284665075467941,5.356858091239247,36.63666353031221,0.22418601750803666,0.05743956597288644,0.04726134372005453,Nature,21
-jena_weather/10T/medium,Cobra-Agent,1426.0187826851507,1426.0166442744132,9.302627086287421,0.5738225055624472,0.7338999823161481,0.6389186021139918,5.071010332826613,37.762663871675564,0.2317488264027004,0.05709006433007831,0.046308808610763856,Nature,21
-jena_weather/10T/short,Cobra-Agent,770.6432435948665,770.6414200766951,5.187024416245933,0.2558198947790364,0.3242844371026331,0.5361591204071675,2.147459365692393,27.7604618764686,0.17242726837808162,0.032217924005862174,0.026504394860299468,Nature,21
-jena_weather/D/short,Cobra-Agent,356.78730602740393,356.78730602740393,9.482481174947846,1.0476500765633159,0.6478758869190241,0.44997145832713425,6.639067358662597,18.888814309728495,0.11374153493106544,0.057100035296445445,0.04457394991457378,Nature,21
-jena_weather/H/long,Cobra-Agent,1215.4969623554377,1215.495322227243,11.04296119909074,0.9254794305307762,2.044023153592875,0.6546883718078467,6.852665953189227,34.863978005320014,0.20991978696989402,0.06649086521555864,0.05369612533953273,Nature,21
-jena_weather/H/medium,Cobra-Agent,1258.2690703323879,1258.2691425144465,9.949640405801263,0.7610603896480426,1.9803975687028763,0.6732945747477704,5.974607246219457,35.472088609671516,0.21705999977378634,0.060883613818094734,0.048695649063800035,Nature,21
-jena_weather/H/short,Cobra-Agent,1091.3670553200643,1091.3641776400584,8.212440747796876,0.5118493582430044,1.1675405614361418,0.6044594880467303,4.215242306923965,33.03584500690219,0.20250761764707467,0.05034173669711301,0.040248427347127316,Nature,21
-kdd_cup_2018/D/short,Cobra-Agent,2862.8421600442507,2862.8421600442507,20.921856073246364,1.1850936235712866,0.5153677073148271,0.4602141936008369,8.958743244127293,53.50553391981292,1.1985807778503705,0.4686717931630502,0.3706196845067318,Nature,1
-kdd_cup_2018/H/long,Cobra-Agent,4145.881629540475,4145.881629540475,24.120048186743738,1.0147482120436373,0.9935249755522547,0.607300113336018,7.3329056788092,64.38852094543309,1.5108148886050325,0.5659537970329465,0.43908097160694426,Nature,1
-kdd_cup_2018/H/medium,Cobra-Agent,5135.641691926464,5135.641691926464,24.9019345103583,1.02426975098882,0.9323706548903555,0.5479057896849772,8.342321254644334,71.66339157426519,1.5000445741157566,0.5212425888124301,0.4137016812873995,Nature,1
-kdd_cup_2018/H/short,Cobra-Agent,4292.729026033207,4292.729026033207,21.91846846380354,0.916723649185787,0.8532823067118592,0.48236522897594886,7.242109456289087,65.51892112995456,1.371429679560408,0.45879324114856407,0.3668487259485606,Nature,1
-loop_seattle/5T/long,Cobra-Agent,77.8607092778127,77.86070925393922,5.184507129971088,0.8196438750442822,0.16512077159621966,0.11800994932300493,5.811943073501928,8.823871558324765,0.15600786324091803,0.09166315193482386,0.07217558066931917,Transport,1
-loop_seattle/5T/medium,Cobra-Agent,64.47977517277623,64.4797759454198,4.736674975551726,0.7530033290675884,0.15341735225602707,0.10933637181393115,5.337581765057575,8.029929960639521,0.14286895429874208,0.08427518097009642,0.06630775139633281,Transport,1
-loop_seattle/5T/short,Cobra-Agent,37.34941220984865,37.34941220984865,3.3548059670352623,0.5320767067434304,0.09099523572169536,0.07156595282915768,3.8890959403430907,6.11141654691027,0.10479730106436355,0.057527515632633835,0.04522643502490324,Transport,1
-loop_seattle/D/short,Cobra-Agent,17.715070321642752,17.715070321642752,2.846039097375545,0.8586530392415146,0.05283135934669211,0.052523206482429696,6.808272825370384,4.208927455022568,0.07521915591597833,0.05086252041550416,0.04114191089781833,Transport,1
-loop_seattle/H/long,Cobra-Agent,54.743019820252364,54.743019820252364,3.995997425138766,0.8377779413730148,0.11846285859140497,0.09271789667408799,6.410824034509477,7.39885260160333,0.1322273793692863,0.0714138118359075,0.056707168919755926,Transport,1
-loop_seattle/H/medium,Cobra-Agent,57.26745100095875,57.26745100095875,4.090589434594316,0.8396709298403382,0.10984915041911333,0.0931380514054689,6.384451879486249,7.567526081947703,0.1337551780941663,0.07230071127729201,0.05762058972706146,Transport,1
-loop_seattle/H/short,Cobra-Agent,51.361116039803456,51.361116039803456,3.8151636832188784,0.7773000641594126,0.10422192455240567,0.08754209202964924,6.208681805139277,7.166667010528915,0.12685729486563793,0.06753227736292602,0.05406572432254269,Transport,1
-m4_daily/D/short,Cobra-Agent,345410.45919914986,345410.4458942664,173.26461039121605,3.2208983560581292,0.0364442431221157,0.029480545331202403,23.89104111014756,587.716308433882,0.09078592740734849,0.026764593929945506,0.021072193591080337,Econ/Fin,1
-m4_hourly/H/short,Cobra-Agent,681709.3637478448,681709.3637643807,167.71782859459208,0.6587728439941891,0.08470831654260881,0.07629668814467445,5.133193707352686,825.6569286016104,0.11272040794619781,0.022897188171183993,0.018740261137163372,Econ/Fin,1
-m4_monthly/M/short,Cobra-Agent,1788042.714105736,1788042.7220642127,543.6963532905297,0.9016228451956143,0.15651144004652318,0.128884583242004,7.258214649447961,1337.1771438765081,0.27791131534751257,0.11299876713011739,0.08978007508925878,Econ/Fin,1
-m4_quarterly/Q/short,Cobra-Agent,1684713.348719242,1684713.368724354,535.9426280983438,1.1241027190099804,0.10867567226644002,0.09756160032484182,8.505138388441052,1297.9650799305973,0.21725649778052525,0.08970735822735897,0.07144621960168003,Econ/Fin,1
-m4_weekly/W/short,Cobra-Agent,233171.1781760537,233171.1781760537,241.7498969549486,1.8707477577500407,0.0579183096205797,0.057765970952450806,13.767464864023001,482.8780158342826,0.08797288618003335,0.04404308225154568,0.035006071957190854,Econ/Fin,1
-m4_yearly/A/short,Cobra-Agent,3517393.3870902318,3517413.573428414,862.2547591972301,3.22914560418537,0.16005479171736967,0.1437110148515329,27.62891591510133,1875.471510604795,0.3007405484395665,0.13826654668402744,0.11141371062482684,Econ/Fin,1
-m_dense/D/short,Cobra-Agent,7374.098321049322,7374.098321049322,40.24617548483389,0.6099786922718831,0.11366327861630601,0.08816503168179544,6.379873100856522,85.8725702483006,0.14865812174136442,0.06967208315238652,0.057722023727733336,Transport,1
-m_dense/H/long,Cobra-Agent,33103.377906406,33103.377906406,76.24453594973794,0.66010064311918,0.26064487874596776,0.184355468859953,6.893518964000211,181.94333707615127,0.3149708302387515,0.13199057011472778,0.10970143032435757,Transport,1
-m_dense/H/medium,Cobra-Agent,35535.31252593003,35535.31252593003,76.77888759487205,0.6659622862176511,0.2563809291978134,0.18388506223003312,7.2889076665308705,188.50812323592325,0.32798032975020874,0.13358556882826955,0.11093356287797049,Transport,1
-m_dense/H/short,Cobra-Agent,42404.77435277733,42404.77165014604,84.18750084650702,0.749766169621776,0.2757591266857993,0.1992903047877319,7.392318576757512,205.9241956467897,0.36525824495350173,0.1493276625878421,0.12270086286023596,Transport,1
-restaurant/D/short,Cobra-Agent,137.4008173863192,137.4008173863192,7.040077080571419,0.6757236793225092,0.675112726411181,0.3894093792944169,4.57291327664419,11.721809475772893,0.5394648312347424,0.32400065894260077,0.25327342214030785,Sales,1
-saugeen/D/short,Cobra-Agent,1240.7239638776628,1240.7239638776628,13.094674240748088,2.909556930375672,0.2776324520639565,0.3246208856082248,26.676775092892004,35.22391181963842,1.1409108711623572,0.42413960925457883,0.34307887572802936,Nature,1
-saugeen/M/short,Cobra-Agent,393.8660264420849,393.8660264420849,12.312278526169914,0.7214347560958729,0.3537250013490026,0.3536823935077128,4.438722063329834,19.846058209178086,0.5958381883010337,0.3696515274503281,0.28858017661018404,Nature,1
-saugeen/W/short,Cobra-Agent,955.6943192454798,955.6943192454798,14.570288306474685,1.1820029774761946,0.36952899077788154,0.3825527829549425,9.059271452646371,30.914306061198914,0.9331740348215667,0.43981626825296344,0.3479499590905654,Nature,1
-solar/10T/long,Cobra-Agent,18.179026153027362,18.179028540440136,1.8076143788948162,0.7907955375067457,3.44558442591303,1.4455109615972703,4.08931110580907,4.263686920146385,0.92152772622016,0.3906869335538868,0.2916848128099574,Energy,1
-solar/10T/medium,Cobra-Agent,18.803627358975564,18.80363046618465,1.8180216165454777,0.7941517308691854,3.6617362809344303,1.4469295366329817,3.879805645257586,4.336314951543022,0.9622455198903925,0.4034262213731223,0.2943754325524111,Energy,1
-solar/10T/short,Cobra-Agent,20.351237697444272,20.35124266715064,1.9923812691777267,0.8768474613499965,5.602211112977179,1.5110993889973143,3.655591401627301,4.5112346090005415,1.3123176507201764,0.5795834916875376,0.4319868947415798,Energy,1
-solar/D/short,Cobra-Agent,121592.67379402947,121592.67379402947,246.8204826815575,0.9623062047520706,1.054945340795925,0.42193917244884926,5.385337338460633,348.70141065678166,0.5037547912764884,0.35657154498406085,0.2714513406957849,Energy,1
-solar/H/long,Cobra-Agent,668.7619141784796,668.7620395656976,11.541167012329153,0.8780170925274874,4.943643448697616,1.3972224020008284,4.576117908999888,25.860431438366987,0.8966284053482466,0.40015334619552384,0.29942970887820475,Energy,1
-solar/H/medium,Cobra-Agent,662.3785060753681,662.3785234921144,10.866650037739591,0.8293465181054155,4.172481820695074,1.3943045370995433,4.38721786103367,25.736715137627183,0.9270965487651146,0.39144209712675465,0.294211202667424,Energy,1
-solar/H/short,Cobra-Agent,627.3708273628067,627.3708775180544,10.601775891781074,0.8171535416568222,4.153923348816731,1.3956095969852913,3.861368734600388,25.047371665761794,0.9232544598464149,0.3907849895387968,0.2946904276185285,Energy,1
-solar/W/short,Cobra-Agent,1613481.086254217,1613481.086254217,1026.1626792406514,1.1229185500372338,0.23171564264528566,0.20101494426889926,7.288046768580397,1270.2287535141916,0.25928543386760283,0.20946544846316253,0.15080749878486077,Energy,1
-sz_taxi/15T/long,Cobra-Agent,15.33488417072859,15.33488417072859,2.6727295442718693,0.50402428963298,6512434107215.803,0.3955603881672364,3.8634629798086455,3.9159780605525087,0.36245593604800713,0.2473830736006582,0.19656885161150187,Transport,1
-sz_taxi/15T/medium,Cobra-Agent,16.171737183531423,16.171737183365178,2.7327120182932854,0.5326918803865833,9570041266681.121,0.4025392720575657,3.7764694693135588,4.021409850230566,0.37425929931623003,0.2543244591547532,0.2003986703876833,Transport,1
-sz_taxi/15T/short,Cobra-Agent,16.467608829513644,16.467608856535563,2.70381334907579,0.5394353526173814,1070811527678.105,0.38985651040119645,3.7799949381287865,4.0580301661660485,0.3794431876538459,0.25281811962566825,0.19855101531693217,Transport,1
-sz_taxi/H/short,Cobra-Agent,7.093779107305619,7.093779107305619,1.8301140461091066,0.5573643839965391,1.0550933267220493,0.2929408244507454,3.8369411816760857,2.66341493337137,0.24811353741348827,0.17048641732869965,0.13390931565520203,Transport,1
-temperature_rain/D/short,Cobra-Agent,180.63397385562712,180.6339683307827,5.693378045397764,1.3214112522679378,21.26943077715103,1.5063048724613728,18.730921754961454,13.440013908312265,1.5822449793958744,0.670261123953296,0.5416794856432824,Nature,1
-us_births/D/short,Cobra-Agent,133998.7202404499,133998.7202404499,212.7800390625,0.31324249380370933,0.02059225834733358,0.020251326528007874,2.4977486641727515,366.0583563319514,0.03431500051388846,0.019946402051681775,0.016199629261204492,Healthcare,1
-us_births/M/short,Cobra-Agent,41716188.70865885,41716188.70865885,5352.692708333333,0.6039955553307755,0.01647580211085389,0.01666276628172489,3.9351037909992157,6458.807065446285,0.020061010709685904,0.01662542705788549,0.012334032836071014,Healthcare,1
-us_births/W/short,Cobra-Agent,1754360.1234152657,1754360.1234152657,1026.4796316964287,0.9334445091747307,0.01390916570666341,0.013929343807223906,5.60092586036302,1324.5226020779207,0.01798026444790475,0.01393436034940828,0.010840463102797022,Healthcare,1

results/Cobra-Agent/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "Cobra-Agent",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "https://huggingface.co/dalpha-ai/Cobra-Agent",
-    "code_link": "",
-    "org": "Dalpha AI",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/EFG-base/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,EFG-base,5126541.065382116,5126541.065382116,392.54289619211045,0.8703285380800128,5.10306051559786,0.8266004072450777,33.66452687983472,2264.1866233555297,5.983569207289848,1.0373736696291178,0.7042170531538452,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,EFG-base,4477008.5946068745,4477008.5946068745,316.9292512048172,0.9589058089692837,4.951176584956728,0.8077498823684843,22.073776563527144,2115.894277748034,6.428671155803927,0.9629185905353481,0.6962345852780683,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,EFG-base,1995832.9657558703,1995832.9657558703,166.41618818635555,0.7546971265664578,2.2445529000015756,0.7447515975758745,16.509974461660526,1412.7395250915401,4.435652713061192,0.5225056732084278,0.4076777384640741,Web/CloudOps,2
-bitbrains_fast_storage/H/short,EFG-base,2687041.4444778003,2687041.4444778003,296.0692614013833,1.008609706467526,4.140900387962003,0.576751016769904,22.351747285794552,1639.21976698605,4.672308831675098,0.8438935722308055,0.6640431116065315,Web/CloudOps,2
-bitbrains_rnd/5T/long,EFG-base,2576444.7621659655,2576444.7621659655,171.90679026688275,3.2834501103354317,1.353896099108396,0.7068157116144949,128.95908638973754,1605.1307617032219,6.148894333089739,0.6585361851579298,0.6083005686030845,Web/CloudOps,2
-bitbrains_rnd/5T/medium,EFG-base,2824969.3207207173,2824969.3207207173,180.585857633462,4.355883064073673,1.5061813269175217,0.7328374792999693,162.24676156624787,1680.7645048372235,7.0718331366010885,0.7598167669167452,0.6783160366409824,Web/CloudOps,2
-bitbrains_rnd/5T/short,EFG-base,1910325.75411003,1910325.75411003,134.05949408363622,1.631342773936009,1.2453287258263424,0.6756270800912038,53.86361343682083,1382.1453447847045,5.655339774864417,0.5485327516025353,0.4278819528489623,Web/CloudOps,2
-bitbrains_rnd/H/short,EFG-base,1795280.9640033634,1795280.9640033634,155.39626554558484,5.7914201429652525,1.805164727773588,0.5505855175434723,200.13234366804318,1339.8809514294035,5.863974689324455,0.6800900983051728,0.6335196456567801,Web/CloudOps,2
-bizitobs_application/10S/long,EFG-base,5565534.435555556,5565534.435555556,1439.6490277777777,3.1349084547019697,0.045313245985243056,0.0462050543891059,37.29480578420466,2359.1384943566914,0.0909825419812805,0.055521508559767195,0.04874669140090761,Web/CloudOps,2
-bizitobs_application/10S/medium,EFG-base,3129978.6666666665,3129978.6666666665,986.51625,2.109378971470533,0.030209134419759115,0.03084511121114095,18.15440718743069,1769.1745721286711,0.06947027845560588,0.03873758964669073,0.029836251287954734,Web/CloudOps,2
-bizitobs_application/10S/short,EFG-base,453879.0755555556,453879.0755555556,352.65541666666667,0.9369897451516666,0.013825128343370225,0.013927225536770291,9.165218076151561,673.7054813162466,0.025982127536598364,0.01360050981684748,0.010626689591521516,Web/CloudOps,2
-bizitobs_l2c/5T/long,EFG-base,186.30797619047618,186.30797619047618,9.456356646825396,0.8768135236335247,0.6800038643825794,1.0549605499751984,5.335378451151664,13.649467981957253,0.76639722119561,0.5309602884406632,0.41638983445660693,Web/CloudOps,7
-bizitobs_l2c/5T/medium,EFG-base,125.15863095238095,125.15863095238095,7.145115858843537,0.6794056543507327,0.47020368916734806,0.8086573594281462,4.958690213266375,11.187431830066316,0.5886234325713376,0.3759381676542876,0.2999365541640153,Web/CloudOps,7
-bizitobs_l2c/5T/short,EFG-base,28.24441208612351,28.24441208612351,3.2593656267438615,0.32724315523538267,0.1753538669502355,0.22159913608006068,2.6969152567152794,5.314547213650803,0.18252305933660698,0.11193980630406272,0.0892083781736216,Web/CloudOps,7
-bizitobs_l2c/H/long,EFG-base,81.38827504960318,81.38827504960318,5.270368303571429,0.5666766973388675,0.6144890668673622,0.7788304889012897,4.838753467242177,9.021545047806566,0.5510620093024687,0.3219293072017908,0.2595340963004266,Web/CloudOps,7
-bizitobs_l2c/H/medium,EFG-base,71.94966517857142,71.94966517857142,4.854914783296131,0.49262073665430384,0.48645819753799163,0.7582643781389509,3.4605837010301355,8.482314847880348,0.5136170479355463,0.29397246432067076,0.23186604176893347,Web/CloudOps,7
-bizitobs_l2c/H/short,EFG-base,52.74486917162698,52.74486917162698,4.350199381510417,0.42833338236774576,0.37674030697317146,0.5874349200536334,2.683120591893104,7.262566293785343,0.39147096387512437,0.23448691220706766,0.18313053032545198,Web/CloudOps,7
-bizitobs_service/10S/long,EFG-base,130228.78201058201,130228.78201058201,75.16877976190476,1.327247095374828,0.09860049373889096,0.08654176096436839,24.904983176767637,360.8722516495027,0.26734571653676403,0.05568743840731465,0.05140062789882552,Web/CloudOps,2
-bizitobs_service/10S/medium,EFG-base,8153.110952380953,8153.110952380953,31.185220734126982,1.002500029866255,0.07826733543759301,0.06470117841448103,17.432560338813825,90.29457875410324,0.06795782371273608,0.023470730605698268,0.018167166953795038,Web/CloudOps,2
-bizitobs_service/10S/short,EFG-base,1783.9125225281084,1783.9125225281084,17.63665191488922,0.6752381455324662,0.06778010595412481,0.051303576691440804,7.3019378096873675,42.23638860660448,0.03129006691922206,0.013065795558136728,0.01032041523148545,Web/CloudOps,2
-car_parts/M/short,EFG-base,1.3689259044619153,1.3689259044619153,0.44790881210167255,0.8270178761515397,0.8701484559040885,1.9162326597099968,14.345455950273802,1.170011070230498,2.8055665261627776,1.074039384736951,0.9468581611920389,Sales,1
-covid_deaths/D/short,EFG-base,605236.8105503016,605236.8105503016,141.9159304817219,44.196687161240334,0.12211756429062869,0.4073171304879631,892.5816787370205,777.969671999045,0.29271486132403224,0.053396556968456244,0.042293404380046425,Healthcare,1
-electricity/15T/long,EFG-base,341678.99241809594,341678.99241809594,57.98952502890464,0.8626335291957868,0.12272307416470729,0.12988771012452272,7.825769232758619,584.5331405644131,0.9221726953700028,0.09148558548364866,0.07315762624290774,Energy,1
-electricity/15T/medium,EFG-base,266445.01794765674,266445.01794765674,52.34203568068496,0.8108850847736782,0.12098575878964146,0.12730555496129903,7.76323295948211,516.1831244312979,0.8894354931490353,0.09019059731827926,0.07243865493452216,Energy,1
-electricity/15T/short,EFG-base,135515.93792597624,135515.93792597624,50.50936311943037,0.9879113140385386,0.1600350602997628,0.16491488468942342,13.541203832378969,368.1248944665061,0.7256467442996584,0.09956391283284612,0.08453197768875177,Energy,1
-electricity/D/short,EFG-base,1139660951.3983424,1139660951.3983424,4087.864149493243,1.3653329089055193,0.23536445962978797,0.09202802029171506,11.396125325976977,33758.86478242926,0.5547702773244704,0.06717718568129934,0.053287560041625576,Energy,1
-electricity/H/long,EFG-base,6223109.275779279,6223109.275779279,253.644807080518,1.1271549839460417,0.28168116983236585,0.1349812391126478,9.939502214604653,2494.6160577891096,0.9838758792304634,0.10003744135270168,0.0790121539171838,Energy,1
-electricity/H/medium,EFG-base,5072328.182987401,5072328.182987401,234.5309609655432,1.0376224427143463,0.23361302642228032,0.1257781073961172,9.189554867290033,2252.182981684082,0.8791012322170207,0.09154516238448861,0.07253487585101386,Energy,1
-electricity/H/short,EFG-base,2101777.7237995365,2101777.7237995365,185.05598262013615,1.0075165975911002,0.1786370725256574,0.1325317113463943,13.470490809332814,1449.7509178474545,0.6843859657880228,0.08735963939128182,0.0735772576207421,Energy,1
-electricity/W/short,EFG-base,46422048524.10811,46422048524.10811,28466.8689893018,1.5458819916362723,0.2467995556526115,0.09910274394997605,12.472338437646428,215457.7650587421,0.49160352324231166,0.06495200155354183,0.0507323885565788,Energy,1
-ett1/15T/long,EFG-base,8.316414310515873,8.316414310515873,1.5431121341765872,0.9877045998757737,0.7072389920773773,0.3895314050099206,6.993504021480794,2.8838193963068965,0.5496588282912663,0.2941186985148061,0.22798334658844166,Energy,7
-ett1/15T/medium,EFG-base,8.879939856150793,8.879939856150793,1.555095486111111,0.9774851261724249,0.6858030384550389,0.383893074156746,6.727644229885498,2.9799227936560357,0.5679761637240146,0.29640270221305354,0.22733518076583112,Energy,7
-ett1/15T/short,EFG-base,4.25193852015904,4.25193852015904,1.0101019723074778,0.6469445943141648,0.43634991989453825,0.2242758660089402,4.666042003489471,2.062022919406824,0.3898081530862128,0.19095131317317582,0.14780430715774462,Energy,7
-ett1/D/short,EFG-base,40064.038095238095,40064.038095238095,135.95162450396825,1.6851209746674978,1.3053291441902282,0.48186480809771826,10.842121716126284,200.1600312131223,0.5257269613573321,0.35708145132112923,0.27239195444909026,Energy,7
-ett1/H/long,EFG-base,173.2171626984127,173.2171626984127,8.255442915013228,1.5271799736884826,3050579566540.526,0.515602458974041,9.037013077908165,13.161199136036682,0.6302613214464917,0.3953352811519843,0.29959573429438097,Energy,7
-ett1/H/medium,EFG-base,151.47916666666666,151.47916666666666,7.587915620349702,1.366012066140845,3082597644479.2524,0.4639856247674851,8.606617905177146,12.307687299678468,0.5895090463847598,0.36344317112421554,0.27585011041508894,Energy,7
-ett1/H/short,EFG-base,90.73653273809524,90.73653273809524,4.819833156040737,0.8074530930877977,0.440681030636742,0.25756512142363047,5.999656163932295,9.525572567467808,0.44459744245520777,0.22496133214658495,0.1756509046095645,Energy,7
-ett1/W/short,EFG-base,1625121.7142857143,1625121.7142857143,929.5588727678571,1.5950729839580902,0.6428322792053223,0.5382036481584821,8.776301040281751,1274.802617774891,0.507274388281454,0.3698936619521275,0.28087131506380925,Energy,7
-ett2/15T/long,EFG-base,11.52257564484127,11.52257564484127,2.140332496279762,0.8859911503845249,0.1345510406484915,0.16334011501736112,7.419888494477564,3.394491956809041,0.18089860889952092,0.114062185471612,0.09186800895176349,Energy,7
-ett2/15T/medium,EFG-base,10.94194816468254,10.94194816468254,2.058623511904762,0.8492725535949535,0.12849342655094317,0.15626459030877976,6.755000731666298,3.307861569758103,0.17628191906630256,0.10970776607804686,0.0874939432462757,Energy,7
-ett2/15T/short,EFG-base,7.113072858537946,7.113072858537946,1.676523917061942,0.7192777861351491,0.10090928716164878,0.12181118783496675,4.982220786970462,2.6670344689444767,0.12661361759226508,0.07959055669917035,0.06258598814633971,Energy,7
-ett2/D/short,EFG-base,114001.54920634921,114001.54920634921,223.2341021825397,1.7818252508005197,0.44716138082837303,0.1769502670045883,15.813259971730673,337.64115449149443,0.19324091913303146,0.12776275200385184,0.10120657957276974,Energy,7
-ett2/H/long,EFG-base,206.48687169312169,206.48687169312169,8.57807281332672,0.961339568486397,0.17083614191046248,0.16467453083664021,8.919059905752055,14.369651063721822,0.1967813116174183,0.11747010500608122,0.09528127467718378,Energy,7
-ett2/H/medium,EFG-base,211.433984375,211.433984375,8.856697591145833,0.9712692179478699,0.16499605868676293,0.15919974190848216,7.7512436808872245,14.540769731173105,0.19594621066754403,0.11934968809064425,0.09500041463916614,Energy,7
-ett2/H/short,EFG-base,96.58323800223214,96.58323800223214,6.02039300827753,0.7032464423596334,0.11427890733806151,0.10576778139386858,5.477156006407984,9.82767714173762,0.12464229071900701,0.07635533450661652,0.06035170556578091,Energy,7
-ett2/W/short,EFG-base,4439811.428571428,4439811.428571428,1483.3624441964287,1.0670491078850297,0.14918756484985352,0.16212809085845947,8.987952473887916,2107.086004075635,0.17675217904914958,0.12443134443694018,0.09969289080020342,Energy,7
-hierarchical_sales/D/short,EFG-base,29.017822785395243,29.017822785395243,2.330441375013322,0.7504179143134277,0.6465481084748141,1.0591596649914252,7.028178490410332,5.386819357041337,1.6526165233145624,0.7149536057727082,0.580583411759716,Sales,1
-hierarchical_sales/W/short,EFG-base,463.68526381153174,463.68526381153174,8.935595706357795,0.7229061216486836,0.5224857304386059,0.45759221052719373,6.706554298626973,21.533352358876492,0.9886067395420822,0.41023756960384006,0.34800927011218324,Sales,1
-hospital/M/short,EFG-base,3319.2884716181484,3319.2884716181484,19.858049633916384,0.7973893040411721,0.1953959257796452,0.17916882032935694,5.360962345819152,57.613266455028814,0.20914953584857673,0.07208933149162014,0.056460064479898486,Healthcare,1
-jena_weather/10T/long,EFG-base,1318.0669312169312,1318.0669312169312,9.478175636574074,0.6317182401445102,0.757941057200861,0.6366495122354497,5.808115923175565,36.30519151880253,0.22215769220801998,0.0579985819568823,0.0472283096706088,Nature,21
-jena_weather/10T/medium,EFG-base,1379.2265512265512,1379.2265512265512,9.191639610389611,0.5802855062004045,0.6954124363188396,0.6409675014655484,5.477126541766532,37.13793951239825,0.2279148746730993,0.05640892891063252,0.04592019477917096,Nature,21
-jena_weather/10T/short,EFG-base,782.2479445684523,782.2479445684523,5.531712220207093,0.275240523347322,0.34938494604572506,0.5454966106112041,2.6227883100992653,27.968695796701933,0.17372065466225223,0.03435886590074303,0.02747003243607451,Nature,21
-jena_weather/D/short,EFG-base,524.9882936507937,524.9882936507937,11.120785280257936,1.1183598789918925,0.7147228157056367,0.47440379309275793,7.8079005218537745,22.912623019872555,0.13797143952551275,0.06696530346789839,0.05458415610252524,Nature,21
-jena_weather/H/long,EFG-base,1334.7654761904762,1334.7654761904762,11.111274388227514,0.8014714525432582,2.8239521429290892,0.6336709320229829,6.840044977626886,36.53444232762389,0.2199778421588196,0.06690218894373948,0.05344183069550025,Nature,21
-jena_weather/H/medium,EFG-base,1244.3887896825397,1244.3887896825397,10.294838169642857,0.7517919050054536,2.806970685790618,0.6519440666077629,6.190597874568356,35.27589530660476,0.21585944329032392,0.06299593580115347,0.05020087306969235,Nature,21
-jena_weather/H/short,EFG-base,1137.7559262740183,1137.7559262740183,8.768943843984962,0.5213757060101597,1.9651517198626653,0.6023105120997481,5.156022810356424,33.73063779820978,0.20676664857279511,0.05375306393524655,0.042958608141099294,Nature,21
-kdd_cup_2018/D/short,EFG-base,2934.027133619257,2934.027133619257,21.39581373909606,1.211964213476986,0.530178416812901,0.47173725825467716,8.879335014215991,54.166660720587686,1.2133907174954712,0.4792889470923907,0.3788573064205848,Nature,1
-kdd_cup_2018/H/long,EFG-base,3831.051167455663,3831.051167455663,22.546178044678378,0.9674363941885652,0.9310429071729688,0.5817618629677769,7.260163309153382,61.8954858406949,1.452318217963236,0.5290244462092991,0.4221041628577058,Nature,1
-kdd_cup_2018/H/medium,EFG-base,4801.989052428114,4801.989052428114,23.67333337527096,0.9897051323448902,0.8405999701670072,0.5335284290746507,7.925899715084482,69.29638556539665,1.4504988540868338,0.49552574283748757,0.39751457106074656,Nature,1
-kdd_cup_2018/H/short,EFG-base,4506.306954530898,4506.306954530898,21.889080054855402,0.913593358636387,0.76140739079868,0.4919885909552164,7.33444301566827,67.12903212866172,1.4051322190144988,0.4581780885908648,0.3686972924572961,Nature,1
-loop_seattle/5T/long,EFG-base,91.75655951689886,91.75655951689886,5.320037766351515,0.8428206911621209,0.1583089038825694,0.12061642068854823,7.140195914220986,9.578964428209286,0.16935806077368154,0.0940593616465151,0.07524709472762457,Transport,1
-loop_seattle/5T/medium,EFG-base,73.5246112054248,73.5246112054248,4.755966829313706,0.7563548855333075,0.14534549219074386,0.10924884985598002,6.033130372563348,8.574649334254131,0.15256063131155945,0.0846184227124489,0.06719288088005869,Transport,1
-loop_seattle/5T/short,EFG-base,47.305298287752855,47.305298287752855,3.5848573027257458,0.5680230062158662,0.09135470486277766,0.07747025910545798,4.578191177703863,6.87788472480841,0.11794053823928193,0.06147238819945072,0.048667186212914895,Transport,1
-loop_seattle/D/short,EFG-base,18.490372387518946,18.490372387518946,2.9568408552707166,0.89126096366693,0.054930583316106174,0.05458254440158021,9.644079153561393,4.300043300656279,0.07684751803471637,0.052842696006461846,0.042605444419617534,Transport,1
-loop_seattle/H/long,EFG-base,60.03168019812092,60.03168019812092,4.10605327027501,0.8580134769221276,0.1223579035372844,0.09557318403665906,8.187069433412146,7.748011370546697,0.13846731236249918,0.0733806564757421,0.059142248481781054,Transport,1
-loop_seattle/H/medium,EFG-base,69.46942671548472,69.46942671548472,4.387327452857428,0.89903105853796,0.1145532252249703,0.10071990487499256,8.48492788419225,8.334832134811398,0.1473172275207087,0.07754552294832441,0.06286345642956738,Transport,1
-loop_seattle/H/short,EFG-base,59.9544003296893,59.9544003296893,4.049123549900362,0.8213835223010492,0.1076650697043702,0.09351014977955467,7.679643567518213,7.743022686889746,0.13705937571868693,0.07167360453390333,0.058218422851537915,Transport,1
-m4_daily/D/short,EFG-base,360610.69686135603,360610.69686135603,184.94727752302904,3.4204103187068076,0.03839958892918829,0.031236957784978432,40.71655622069701,600.5086984060731,0.09276199809718702,0.028569243128714745,0.02354314697217348,Econ/Fin,1
-m4_hourly/H/short,EFG-base,1693820.4770817093,1693820.4770817093,226.70262125878327,0.7426220556045424,0.09241503330724443,0.08324244647210347,8.898700267687797,1301.468584746366,0.17767920633452006,0.030949914804947715,0.0232918432078848,Econ/Fin,1
-m4_monthly/M/short,EFG-base,2003153.23428295,2003153.23428295,579.4485479431153,0.9820485998739749,0.16052115353679766,0.1342228277080037,8.587146790139986,1415.3279599735708,0.29415373795073935,0.12042930059177125,0.09641208994873028,Econ/Fin,1
-m4_quarterly/Q/short,EFG-base,1995812.9111417846,1995812.9111417846,617.1709125264485,1.3334549853800626,0.12356260478372375,0.11176887453099092,10.79859974374271,1412.7324272988799,0.2364665306077317,0.10330354259381759,0.08274342217068374,Econ/Fin,1
-m4_weekly/W/short,EFG-base,303952.1507392329,303952.1507392329,288.8239831362492,2.303060611462038,0.06915293205772909,0.07282344524063951,33.804891659385184,551.3185564981763,0.10044169101944192,0.05261925057890121,0.04173826729978919,Econ/Fin,1
-m4_yearly/A/short,EFG-base,4886621.683500914,4886621.683500914,1113.7120493844604,4.269434855131007,0.19555738229904623,0.18507754747355823,37.163167677492005,2210.570443008074,0.3544752156858778,0.17858888874869286,0.14378889436247067,Econ/Fin,1
-m_dense/D/short,EFG-base,11066.73863425926,11066.73863425926,55.671037688078705,0.8264362772183109,0.14375713368183246,0.12584561948423031,7.566630046334475,105.19856764357232,0.18211428149756817,0.09637480106325343,0.07873008944666805,Transport,1
-m_dense/H/long,EFG-base,38686.83987654321,38686.83987654321,82.70143904320987,0.7073237170034194,0.2521121501258263,0.19187230051299672,7.636589710319088,196.68970455146658,0.3404989818935824,0.14316842795388277,0.11960175909305512,Transport,1
-m_dense/H/medium,EFG-base,41083.43840277778,41083.43840277778,83.53082573784722,0.714878662939848,0.25650425048981235,0.1942578845553928,7.795033414032697,202.69049904417764,0.3526558730970733,0.14533308872400338,0.12087513957781261,Transport,1
-m_dense/H/short,EFG-base,46782.34326171875,46782.34326171875,88.51420576307508,0.7823251508767879,0.29137157873498554,0.21105278333028157,9.701861908444226,216.29226352719772,0.38364861703890996,0.1570021602970148,0.1323518689371891,Transport,1
-restaurant/D/short,EFG-base,136.93330443868498,136.93330443868498,6.989485740928831,0.6706338101745729,0.6483822579676446,0.3881503388673927,4.672303718831748,11.701850470702698,0.538546271576862,0.3216723282732927,0.25208543747027495,Sales,1
-saugeen/D/short,EFG-base,1184.0193489583332,1184.0193489583332,12.466103108723958,2.769831199787453,0.26010730743408206,0.30768465677897133,27.38355410526543,34.40958222586164,1.1145345815983083,0.4037800552545103,0.3308716849756125,Nature,1
-saugeen/M/short,EFG-base,386.82142857142856,386.82142857142856,12.60314214797247,0.7385009530407881,0.3624469212123326,0.3702429362705776,4.3237559950999644,19.667776401297342,0.5904856503435308,0.3783841363544582,0.2938341284406493,Nature,1
-saugeen/W/short,EFG-base,935.8611572265625,935.8611572265625,14.625250625610352,1.1865203547702525,0.37824602127075196,0.38732506036758424,9.152339127278498,30.591847888392792,0.9234403664074798,0.4414753514003691,0.3496628292665766,Nature,1
-solar/10T/long,EFG-base,18.593280133249696,18.593280133249696,1.8128782595644515,0.7897593649060634,2.829435213279352,1.4467547773251375,4.678354590245426,4.311992594294393,0.9319682274114827,0.39182463817648777,0.2937013297588388,Energy,1
-solar/10T/medium,EFG-base,21.810324923577127,21.810324923577127,1.930489768720364,0.8423875101831907,3.5099118274784202,1.4520435052275578,4.661962581294389,4.67015255891894,1.0363254104403465,0.42838335079638784,0.3112722032732403,Energy,1
-solar/10T/short,EFG-base,25.700935052375144,25.700935052375144,2.1053932830365034,0.9238613382467641,5.538916419903649,1.5113013817446075,5.473108856171787,5.069608964444412,1.4747486858612369,0.6124586726817565,0.4586324313449135,Energy,1
-solar/D/short,EFG-base,123330.8593673966,123330.8593673966,245.47119473274026,0.9574201561009568,1.0652283494489907,0.4190778848318578,4.65410162904761,351.1849361339358,0.5073426391823435,0.35462228292005893,0.26848071457939554,Energy,1
-solar/H/long,EFG-base,210.37212543719588,210.37212543719588,5.627718613772303,0.42671607799047373,1.8106864977981236,1.3275494540694857,4.501188733160138,14.504210610619106,0.5028874878890688,0.19512328882996716,0.15422258109287587,Energy,1
-solar/H/medium,EFG-base,204.0583706375456,204.0583706375456,5.387277919648628,0.4111926848552501,1.3349166761858202,1.3333593530956556,4.504961170588257,14.284900091969337,0.5145754451854218,0.19406232567207346,0.1533145865157831,Energy,1
-solar/H/short,EFG-base,229.7075718203005,229.7075718203005,5.694348589652539,0.4385143620733999,1.3483856945208212,1.3430615949148343,4.77104907449279,15.156106750095834,0.5586591423893048,0.20989558545705808,0.16605537557970332,Energy,1
-solar/W/short,EFG-base,1948800.8613138685,1948800.8613138685,1119.9659414917883,1.2276546513397606,0.25526996250570255,0.2171797769783187,8.328392681188658,1395.99457782395,0.28495738496979556,0.22861304120550988,0.1639818298782079,Energy,1
-sz_taxi/15T/long,EFG-base,15.32650866386218,15.32650866386218,2.6648849965500356,0.5029905085292942,6156239707402.701,0.3954813161127248,4.352850739320246,3.914908512834263,0.36235694192420825,0.2466569971594264,0.19439032105377185,Transport,1
-sz_taxi/15T/medium,EFG-base,16.160736344818375,16.160736344818375,2.7282822959443442,0.5319430192954864,9469609741211.469,0.40254518231775005,4.154926080800302,4.020041833714965,0.3741319895367341,0.25391220430565303,0.19970031082942502,Transport,1
-sz_taxi/15T/short,EFG-base,16.617077206808425,16.617077206808425,2.7213224567045367,0.5427968356973067,1145068549753.9146,0.39331728824037915,4.023828969991133,4.076404936559716,0.38116131032142797,0.2544552981235537,0.199786389587721,Transport,1
-sz_taxi/H/short,EFG-base,7.3280816200451975,7.3280816200451975,1.8628775604769714,0.5673820360087384,1.059494463297037,0.2988525924519596,4.686771775082288,2.7070429660508157,0.2521777582949051,0.17353854115743858,0.1367015043151951,Transport,1
-temperature_rain/D/short,EFG-base,183.04136236099066,183.04136236099066,5.764541148765603,1.3410441858670878,22.644637455572262,1.500108300594128,18.40781536395663,13.529277968945374,1.5927537192637726,0.6786389026539591,0.5516731982504793,Nature,1
-us_births/D/short,EFG-base,120624.27333333333,120624.27333333333,220.70966796875,0.3250362822653687,0.021446192661921184,0.021310875415802,3.0795737174565487,347.3100536024452,0.03255749926669896,0.020689740416415518,0.01670728927603159,Healthcare,1
-us_births/M/short,EFG-base,64930688.0,64930688.0,6947.06640625,0.7842848109171264,0.02143228550752004,0.021732166409492493,3.421369019411344,8057.958053998544,0.025027962777255518,0.02157754089331211,0.016099549249210268,Healthcare,1
-us_births/W/short,EFG-base,2412174.0,2412174.0,1199.5851004464287,1.0903318322994977,0.016213065811565945,0.016271127121789113,7.541355376868721,1553.117510042302,0.02108341790877882,0.016284250113932214,0.012986903990428617,Healthcare,1

results/EFG-base/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "EFG-base",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "",
-    "code_link": "",
-    "org": "LAIR",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/EXAONE-Forecast-Agent/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,EXAONE-Forecast-Agent,3177511.7907198044,3177511.7907198044,307.1620422138858,0.8165893508828165,4.112746807240175,0.6768785826226078,14.66074738160535,1782.557654248469,4.710767611972478,0.8117375595902071,0.607447290173064,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,EXAONE-Forecast-Agent,2806611.318379256,2806611.318379256,272.20229620199746,0.9147410952854164,3.887964517975404,0.6719401788552786,20.222089265952416,1675.29439752518,5.090007056725789,0.8270257517555543,0.5825135517898654,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,EXAONE-Forecast-Agent,1666901.3644217397,1666901.3644217397,146.6571049476101,0.6144031123067197,1.717701282059274,0.5667847685975027,12.24982549100172,1291.0853435856743,4.053688648123737,0.4604670360843332,0.3510103561769142,Web/CloudOps,2
-bitbrains_fast_storage/H/short,EXAONE-Forecast-Agent,2831595.9414665964,2831595.9414665964,307.1235605139573,1.01579522379618,3.484257845574485,0.4530203549136362,20.96893020818434,1682.7346616346251,4.796340452572148,0.8754019221308065,0.6273686313965873,Web/CloudOps,2
-bitbrains_rnd/5T/long,EXAONE-Forecast-Agent,2304834.881307448,2304834.881307448,158.3173178426322,3.2345343591301243,0.9888402874726514,0.5687774102056241,114.71450549429724,1518.1682651496333,5.815760735630673,0.6064779919430028,0.5763356847387787,Web/CloudOps,2
-bitbrains_rnd/5T/medium,EXAONE-Forecast-Agent,2257699.7400086788,2257699.7400086788,142.33442441683613,4.312590144426522,0.36252497651559,0.5917239612578209,159.08633122586414,1502.564387974332,6.3220542324861,0.5988734709239653,0.6148795350065023,Web/CloudOps,2
-bitbrains_rnd/5T/short,EXAONE-Forecast-Agent,1574898.1259338392,1574898.1259338392,113.47517697602608,1.5736635922814908,0.9344463111492765,0.4949149598910482,51.280739489506814,1254.949451545296,5.134890897166249,0.4643076680029085,0.3738628492425512,Web/CloudOps,2
-bitbrains_rnd/H/short,EXAONE-Forecast-Agent,1932002.031626956,1932002.031626956,177.6346843731352,5.76618735336495,2.210093644569903,0.502779415995272,194.51820618739688,1389.964759131308,6.083165851898172,0.7774162898681699,0.6634427037723596,Web/CloudOps,2
-bizitobs_application/10S/long,EXAONE-Forecast-Agent,6296706.844444444,6296706.844444444,1520.12875,3.230862017344616,0.0468719948662651,0.0479183748033311,77.205191510543,2509.3239815624534,0.096774595914258,0.058625289759235,0.0547339024718467,Web/CloudOps,2
-bizitobs_application/10S/medium,EXAONE-Forecast-Agent,4336232.106666666,4336232.106666666,1151.5430208333332,2.480241851790498,0.0358266735076904,0.0365795771280924,44.86636805495124,2082.362145897458,0.0817682327114004,0.0452177052345081,0.0406860125948315,Web/CloudOps,2
-bizitobs_application/10S/short,EXAONE-Forecast-Agent,926928.1422222222,926928.1422222222,520.8728819444444,1.338740607580159,0.0194210010104709,0.0196886189778645,12.257215688262162,962.771074670517,0.0371302320440746,0.0200879850681864,0.0163982022989199,Web/CloudOps,2
-bizitobs_l2c/5T/long,EXAONE-Forecast-Agent,59.16724206349206,59.16724206349206,4.638330543154762,0.4700214205546726,0.3616953740234866,0.6648646278471825,2.982395645666533,7.6920245750707315,0.4318956802928243,0.2604353256815213,0.2082896129193617,Web/CloudOps,7
-bizitobs_l2c/5T/medium,EXAONE-Forecast-Agent,56.67143388605442,56.67143388605442,4.583836561968537,0.4545565628969074,0.3289004056974114,0.5785606195206371,2.9040712239705875,7.528043164465412,0.3960857751198971,0.2411772113954347,0.1895885552198077,Web/CloudOps,7
-bizitobs_l2c/5T/short,EXAONE-Forecast-Agent,15.27825695219494,15.27825695219494,2.155303955078125,0.2191553122895936,0.1065013676522059,0.1823497062928628,2.220574812373778,3.908741095569639,0.1342419852518633,0.0740218588739028,0.0581092273223215,Web/CloudOps,7
-bizitobs_l2c/H/long,EXAONE-Forecast-Agent,78.51812996031747,78.51812996031747,5.136200629340278,0.5494210531364618,0.6205399583170826,0.6519472809536462,4.937423906218639,8.861045647118486,0.5412582426786442,0.3137339584279981,0.2526608708603701,Web/CloudOps,7
-bizitobs_l2c/H/medium,EXAONE-Forecast-Agent,69.98865327380952,69.98865327380952,4.776882789248512,0.4814188352921408,0.4900761734269467,0.6108438560212276,3.366599726422306,8.365922141271069,0.5065692927599854,0.2892475085572947,0.2284923492598523,Web/CloudOps,7
-bizitobs_l2c/H/short,EXAONE-Forecast-Agent,51.10011315724206,51.10011315724206,4.292416527157738,0.4246452758793203,0.3765612631964741,0.5656542525529501,2.6566382658829264,7.148434315096004,0.3853189170403585,0.2313722438825184,0.1789861928480834,Web/CloudOps,7
-bizitobs_service/10S/long,EXAONE-Forecast-Agent,130890.98497354495,130890.98497354495,75.78632936507937,1.28427349475327,0.0741412385809358,0.0717714985842427,22.055116793552465,361.7885915469765,0.2680245547085538,0.0561449356217018,0.0524356878837465,Web/CloudOps,2
-bizitobs_service/10S/medium,EXAONE-Forecast-Agent,29957.44253968254,29957.44253968254,42.724513888888886,1.0377114610252436,0.0633317008851066,0.0574164884052579,10.65934896312286,173.0821843509104,0.1302657306431623,0.0321554759606358,0.0260580293878188,Web/CloudOps,2
-bizitobs_service/10S/short,EXAONE-Forecast-Agent,3496.7569907407405,3496.7569907407405,21.153864242311503,0.7654111065144434,0.0536194994083788,0.0443587465639467,6.093806023310363,59.13338304833185,0.0438079024870852,0.0156714595746161,0.0124489042954788,Web/CloudOps,2
-car_parts/M/short,EXAONE-Forecast-Agent,1.378891415910859,1.378891415910859,0.4481142153536575,0.8225745028484741,0.8398732012201846,1.884655807779281,17.000998054029456,1.1742620729253157,2.8157599945552247,1.0745319206648551,0.9268279101163676,Sales,1
-covid_deaths/D/short,EXAONE-Forecast-Agent,158888.19649122807,158888.19649122807,74.3834292763158,28.70152059233563,0.0785164045561929,0.1001813003584012,534.5745513772996,398.6078229177497,0.1499781261501241,0.0279871259370242,0.0243866769334697,Healthcare,1
-electricity/15T/long,EXAONE-Forecast-Agent,308806.9138184591,308806.9138184591,55.57595562945758,0.837216236675962,0.1204530853510082,0.1191197433947214,6.871926208502799,555.7039803874533,0.8766911431850827,0.0876778820990656,0.0697838118646984,Energy,1
-electricity/15T/medium,EXAONE-Forecast-Agent,244767.8788684544,244767.8788684544,50.3377505982545,0.7885446947001294,0.1154572564032517,0.1162151527616797,6.793205295821209,494.7402135145822,0.852487195021529,0.0867370119488669,0.0696779904766637,Energy,1
-electricity/15T/short,EXAONE-Forecast-Agent,125997.54759717236,125997.54759717236,46.49816081279033,0.9027895712632376,0.1486261973276597,0.1385655075158559,10.773282260896984,354.9613325380278,0.699698771358477,0.0916570426376026,0.0769410080919266,Energy,1
-electricity/D/short,EXAONE-Forecast-Agent,1185234071.0815134,1185234071.0815134,4058.6612927927927,1.3493931286587788,0.2524238816213511,0.0884589001296635,10.912375475796583,34427.22862911729,0.5657537263300384,0.0666972870528117,0.0525307514119255,Energy,1
-electricity/H/long,EXAONE-Forecast-Agent,8350733.3176336335,8350733.3176336335,266.9740656906907,1.1466752051249869,0.2847431679068283,0.1294374334425038,9.398296459158924,2889.763540090025,1.1397219320658294,0.1052944968469581,0.0834355870647707,Energy,1
-electricity/H/medium,EXAONE-Forecast-Agent,5433095.014594595,5433095.014594595,231.18444872606983,1.0264030656419476,0.2190372554084955,0.1176964918724212,8.52388161203071,2330.900043887467,0.90982709474837,0.0902389083079868,0.0719000734460206,Energy,1
-electricity/H/short,EXAONE-Forecast-Agent,1743844.8345460305,1743844.8345460305,162.23611713031391,0.8803901990151581,0.1591240099842603,0.1129238213383312,11.279756503304238,1320.5471724046931,0.6233925760268468,0.0765870338416547,0.0639563276243053,Energy,1
-electricity/W/short,EXAONE-Forecast-Agent,77953279771.21442,77953279771.21442,34116.05036599099,1.590584782935322,0.2008409745061591,0.1022403504456934,13.248718030207089,279201.1457197381,0.6370448994589929,0.0778415712418196,0.0617838728087606,Energy,1
-ett1/15T/long,EXAONE-Forecast-Agent,2.6757750496031747,2.6757750496031747,0.8808710007440477,0.5752799655860678,0.4165622390604186,0.2540721881200397,3.929141643174116,1.6357796457968214,0.3117812178539418,0.1678948836965246,0.1294890907894382,Energy,7
-ett1/15T/medium,EXAONE-Forecast-Agent,2.643674737839472,2.643674737839472,0.8464386325412326,0.5353329546628554,0.3956768468406585,0.241133122822595,3.484080807802974,1.6259381100889023,0.3099054205734358,0.1613320450388802,0.1236264227005495,Energy,7
-ett1/15T/short,EXAONE-Forecast-Agent,4.666276695614769,4.666276695614769,1.0370082219441732,0.6599471274393852,0.4654855233988214,0.2285522665296282,4.291088230169328,2.1601566368239986,0.4083595324365794,0.1960377249626801,0.1518079470927302,Energy,7
-ett1/D/short,EXAONE-Forecast-Agent,17127.192063492064,17127.192063492064,86.38797123015873,1.0427014836269322,0.6867379809182788,0.344939458937872,6.635345800735515,130.8708984591,0.3437367558348781,0.2269008719542931,0.1728668571599874,Energy,7
-ett1/H/long,EXAONE-Forecast-Agent,59.9004546957672,59.9004546957672,4.48288070436508,0.8626028831310161,1798005576576.4656,0.3514210534474206,6.144013765699175,7.7395384032749135,0.3706297314564333,0.2146754476865199,0.1680236272073542,Energy,7
-ett1/H/medium,EXAONE-Forecast-Agent,49.99524739583333,49.99524739583333,4.008061581566221,0.7225360681427279,1706645475441.6846,0.3096979413713727,5.213491091860338,7.070731744015843,0.3386712894278783,0.1919766486805544,0.1488449424983858,Energy,7
-ett1/H/short,EXAONE-Forecast-Agent,37.46624610537575,37.46624610537575,2.996969459170387,0.4967889338817784,0.2793629691714332,0.1755895478384835,3.3218649493654,6.120967742553113,0.2856905909590161,0.1398808181791494,0.1070268447120986,Energy,7
-ett1/W/short,EXAONE-Forecast-Agent,1010515.5714285716,1010515.5714285716,784.7412109375,1.452567132708759,0.5618349484034947,0.534245491027832,7.571043018073863,1005.244035758766,0.4000105947406786,0.3122672578382341,0.2362587617425132,Energy,7
-ett2/15T/long,EXAONE-Forecast-Agent,5.118936321924603,5.118936321924603,1.306698753720238,0.5387217478354971,0.0798025190230808,0.1086915225074404,4.172461948279625,2.2625066457194336,0.1205730745844227,0.0696363418820296,0.0557748350106571,Energy,7
-ett2/15T/medium,EXAONE-Forecast-Agent,3.620872047061012,3.620872047061012,1.1501359437003968,0.4754154102268395,0.0709402755933809,0.0994639678228469,3.484475721861008,1.902858914123959,0.1014067892565172,0.0612928222862317,0.0485777641153893,Energy,7
-ett2/15T/short,EXAONE-Forecast-Agent,7.267304774693081,7.267304774693081,1.651741936093285,0.7109545459672645,0.100970409747631,0.1208564440409342,4.855620183011259,2.695793904343038,0.1279789374020895,0.0784140721971117,0.0619380885849239,Energy,7
-ett2/D/short,EXAONE-Forecast-Agent,37962.04761904762,37962.04761904762,117.86812996031746,0.7860426249416207,0.2241235642206101,0.086131111023918,6.506229509141553,194.83851677491188,0.1115112237911485,0.0674590406220006,0.0565815249055696,Energy,7
-ett2/H/long,EXAONE-Forecast-Agent,112.67580191798942,112.67580191798942,6.244614438657408,0.6810501735770034,0.1123635648270943,0.1235249272099247,4.816856829223164,10.614885864576662,0.1453626920958493,0.0855151885271875,0.0679702101837411,Energy,7
-ett2/H/medium,EXAONE-Forecast-Agent,107.6551246279762,107.6551246279762,6.105442592075893,0.6489606498440329,0.103759600578382,0.1138951982770647,4.4697213214891365,10.375698753721418,0.1398192130685822,0.0822747651914313,0.0655857511843054,Energy,7
-ett2/H/short,EXAONE-Forecast-Agent,50.512103562127976,50.512103562127976,4.012792750767299,0.4598418221841555,0.074119482581991,0.0703974791935512,3.2165085721055857,7.107186754414715,0.0901389031061929,0.0508933772877105,0.0402965930014317,Energy,7
-ett2/W/short,EXAONE-Forecast-Agent,2963527.4285714286,2963527.4285714286,1181.305943080357,0.7668986487037609,0.1196604456220354,0.1285215956824166,6.614024820254484,1721.4898862820626,0.1444066094105799,0.099093458100544,0.0794902476215175,Energy,7
-hierarchical_sales/D/short,EXAONE-Forecast-Agent,28.389121763900373,28.389121763900373,2.2889800836153884,0.7395539429248073,0.6300830108399676,1.0469155536110852,6.965216627846083,5.328144307721064,1.634615667970076,0.7022337407279262,0.5683898845760337,Sales,1
-hierarchical_sales/W/short,EXAONE-Forecast-Agent,454.3079430531647,454.3079430531647,8.80978807352357,0.712417046035767,0.5183974684403259,0.4506008665440446,6.740564743547087,21.31450076950349,0.9785591560256928,0.4044616796433304,0.3377736395566894,Sales,1
-hospital/M/short,EXAONE-Forecast-Agent,2527.999694426336,2527.999694426336,17.205866250407432,0.7454718368230071,0.1908910055877539,0.1702352140013003,4.909894432155033,50.27921732113912,0.1825252344224284,0.0624612899349208,0.0488143634793185,Healthcare,1
-jena_weather/10T/long,EXAONE-Forecast-Agent,1356.3084201388888,1356.3084201388888,9.370110728753309,0.6202969446515191,0.7709227442156432,0.6319687454788773,5.60451576608846,36.82809281158731,0.225357409180988,0.0573373128055775,0.046315322211861,Nature,21
-jena_weather/10T/medium,EXAONE-Forecast-Agent,1421.4687691648628,1421.4687691648628,9.206746102205086,0.5694324284027515,0.7151361071831793,0.6396076196887964,5.2368207962682645,37.70237086928172,0.2313788182967534,0.0565016465641445,0.0454841869551108,Nature,21
-jena_weather/10T/short,EXAONE-Forecast-Agent,796.1074434431772,796.1074434431772,6.00077524942065,0.3075191275900398,0.4080601929020501,0.5516643158519033,2.3184530580706264,28.21537601101884,0.1752528629379354,0.0372723383837725,0.0306006011769959,Nature,21
-jena_weather/D/short,EXAONE-Forecast-Agent,212.30228174603167,212.30228174603167,6.773018973214286,0.723538920589411,0.4979904871906725,0.3857720026894221,5.215669236643594,14.570596478731808,0.0877388053376691,0.0407846442049646,0.032032925017259,Nature,21
-jena_weather/H/long,EXAONE-Forecast-Agent,1275.4851851851852,1275.4851851851852,10.78077876984127,0.9148702640840292,1.9566637603243355,0.6507570296999008,6.603611733040429,35.71393544801784,0.2150374597829832,0.0649122324960031,0.0521405980005496,Nature,21
-jena_weather/H/medium,EXAONE-Forecast-Agent,1258.9185515873016,1258.9185515873016,9.924113343253968,0.7563354192075453,1.9500273340804808,0.6693002367776538,6.416574590071842,35.48124224977617,0.2171160140344934,0.0607274096195835,0.0486831983366412,Nature,21
-jena_weather/H/short,EXAONE-Forecast-Agent,1076.4292661177683,1076.4292661177683,8.1515023112795,0.5149656226143146,1.1497400852331432,0.6024384144055615,4.421367136830065,32.80898148552875,0.2011169524152114,0.0499681863996048,0.0402177022572722,Nature,21
-kdd_cup_2018/D/short,EXAONE-Forecast-Agent,2826.3222195209123,2826.3222195209123,20.818936228046663,1.177588878763287,0.5358407191594822,0.4563421339056214,8.990817331256736,53.16316600354904,1.1909113633346478,0.4663662755687836,0.3685993181460957,Nature,1
-kdd_cup_2018/H/long,EXAONE-Forecast-Agent,3259.287284466344,3259.287284466344,18.0493929007183,0.7791098234621133,0.8019156007812271,0.46408844758506,7.030114091504736,57.0901680192513,1.3395660888646257,0.4235117095161289,0.3481168277127806,Nature,1
-kdd_cup_2018/H/medium,EXAONE-Forecast-Agent,4265.985594116537,4265.985594116537,19.11187034595183,0.7994044759578425,0.7696189643477049,0.4354663307588429,7.532867199489619,65.3145128904483,1.367151056663055,0.4000460629952347,0.3282304663852728,Nature,1
-kdd_cup_2018/H/short,EXAONE-Forecast-Agent,3794.936704259236,3794.936704259236,17.452183923074646,0.7201510720733216,0.6396410952913656,0.3957794567486338,6.091389444080392,61.60305758855834,1.289463560424946,0.3653058159700589,0.294216431220955,Nature,1
-loop_seattle/5T/long,EXAONE-Forecast-Agent,75.4847460870313,75.4847460870313,4.921566240074246,0.7804724819735382,0.1533161805367991,0.1121713217993474,5.820817243259564,8.688195790095392,0.1536090871622374,0.0870143026021734,0.0688579871398529,Transport,1
-loop_seattle/5T/medium,EXAONE-Forecast-Agent,62.19155023502,62.19155023502,4.522645348075496,0.7207665009509027,0.143116873474436,0.1041683848157632,5.166813279367689,7.8861619457769185,0.1403110249983845,0.0804671535857145,0.0634344339229802,Transport,1
-loop_seattle/5T/short,EXAONE-Forecast-Agent,39.18609352702327,39.18609352702327,3.3976805412363342,0.5384091661099693,0.0883571375757302,0.0724464931478195,3.853270556665791,6.259879673525943,0.1073431161854432,0.0582627200713461,0.0457947473211401,Transport,1
-loop_seattle/D/short,EXAONE-Forecast-Agent,12.460242014157636,12.460242014157636,2.226995969286152,0.6658012422112563,0.0413040137512396,0.0411830009444702,6.024350935335371,3.5299067996418314,0.0630841509903094,0.03979939356912,0.0326768478258818,Transport,1
-loop_seattle/H/long,EXAONE-Forecast-Agent,52.21485302180083,52.21485302180083,3.900732673826109,0.8206394825797202,0.115937513857311,0.0902624680735952,6.224609551250305,7.22598457110177,0.1291379974154477,0.0697113038360809,0.0553071132161102,Transport,1
-loop_seattle/H/medium,EXAONE-Forecast-Agent,55.75414983633256,55.75414983633256,4.040324762460494,0.8323143264940532,0.1088221232096354,0.0917720991514538,6.20565036188373,7.466870149957916,0.1319760951582482,0.0714122884973054,0.0567796706021368,Transport,1
-loop_seattle/H/short,EXAONE-Forecast-Agent,50.067805128971386,50.067805128971386,3.742640063865098,0.7652229954798779,0.1019351227280499,0.085710658507036,6.420174541036817,7.075860734141917,0.1252499329429052,0.0662485363464945,0.0532507127031533,Transport,1
-m4_daily/D/short,EXAONE-Forecast-Agent,343876.478733651,343876.478733651,170.85126863023422,3.190280375919688,0.0365220972216058,0.0291598625812248,24.50482070922992,586.4098214846431,0.0905841107393236,0.0263917991659359,0.0208207625072466,Econ/Fin,1
-m4_hourly/H/short,EXAONE-Forecast-Agent,831987.1433801973,831987.1433801973,213.7745348673896,0.93593064269583,0.1035165101433721,0.0974631866203222,6.648249846803065,912.1332925511476,0.1245263467819381,0.0291849470679761,0.0230971873242084,Econ/Fin,1
-m4_monthly/M/short,EXAONE-Forecast-Agent,1810999.148869213,1810999.148869213,539.350311948423,0.8923216880998853,0.1547854278286298,0.1271853035026126,7.488640321376826,1345.7336842292434,0.2796896573186825,0.1120955101974558,0.0896656627925096,Econ/Fin,1
-m4_quarterly/Q/short,EXAONE-Forecast-Agent,1716777.3839375,1716777.3839375,538.7078186238607,1.1237369490857538,0.1091969829648733,0.0978739803830782,8.921221801495294,1310.2585179793718,0.2193142034610813,0.0901702026879009,0.0719696203283057,Econ/Fin,1
-m4_weekly/W/short,EXAONE-Forecast-Agent,234209.6678808657,234209.6678808657,243.4937125026784,1.882467312815584,0.058521322246688,0.0582447007046232,12.3110118017817,483.95213387365663,0.0881685719378252,0.0443607774499558,0.0350638221791401,Econ/Fin,1
-m4_yearly/A/short,EXAONE-Forecast-Agent,3160867.066219785,3160867.066219785,811.176793773668,2.9647387923019624,0.1619815462641055,0.1322778750792911,27.29493211777315,1777.8827481641708,0.2850917390195965,0.1300759586244215,0.1050375001405176,Econ/Fin,1
-m_dense/D/short,EXAONE-Forecast-Agent,7679.962962962963,7679.962962962963,38.95292245370371,0.5770367748694111,0.1097734930605425,0.0843945877640335,6.228149338847862,87.63539788785673,0.1517098367173031,0.067433270659367,0.0569522805855291,Transport,1
-m_dense/H/long,EXAONE-Forecast-Agent,27486.135308641977,27486.135308641977,66.43014660493827,0.5806453979201838,0.2107984337992275,0.1617648654513888,5.978574394059288,165.78943063006753,0.2870060125549993,0.1150004039344929,0.0947575732113815,Transport,1
-m_dense/H/medium,EXAONE-Forecast-Agent,26243.17,26243.17,61.14455295138889,0.5356680026383712,0.1972524406236934,0.1516826629638671,5.759248481265635,161.99743825135013,0.2818550763556173,0.1063837973419321,0.0872194198852423,Transport,1
-m_dense/H/short,EXAONE-Forecast-Agent,42846.61125,42846.61125,83.70378580729167,0.7475506085416832,0.2720004053064639,0.1989421632554796,9.286668650585003,206.99422999204592,0.3671562267484731,0.1484696755206584,0.1234155855663621,Transport,1
-restaurant/D/short,EXAONE-Forecast-Agent,136.82363916968748,136.82363916968748,7.023132210208932,0.6744468579634759,0.667263228741638,0.3886062067697571,4.48068120241561,11.697163723300084,0.5383305766023091,0.3232208167476489,0.2527373961283253,Sales,1
-saugeen/D/short,EXAONE-Forecast-Agent,1149.645,1149.645,12.465963541666667,2.76953303207373,0.2684655507405599,0.3134779357910156,31.23047402009238,33.9064153221776,1.0982368710115653,0.4037755293226022,0.3336983296534301,Nature,1
-saugeen/M/short,EXAONE-Forecast-Agent,394.9927920386905,394.9927920386905,12.395846412295388,0.7263667485655506,0.3566865012759254,0.3562135923476446,4.4374626036500775,19.87442557757809,0.5966898785572016,0.3721604964880496,0.2882187273713493,Nature,1
-saugeen/W/short,EXAONE-Forecast-Agent,961.027734375,961.027734375,14.47833251953125,1.1745944343982055,0.3633436679840088,0.3783893585205078,11.286577585556849,31.000447325401613,0.935774280174372,0.437040506202245,0.3474035622504851,Nature,1
-solar/10T/long,EXAONE-Forecast-Agent,19.434423471715327,19.434423471715327,1.80717736806506,0.7909142878777301,3.6871428815820986,1.4134812731139668,4.037292914011506,4.408449100501822,0.9528157313579452,0.390592470592533,0.2902962143387672,Energy,1
-solar/10T/medium,EXAONE-Forecast-Agent,20.997414561041527,20.997414561041527,1.8591341453641683,0.8134160382708558,3.977143679813208,1.4195499451766276,4.006429460479992,4.582293591755282,1.0168291708218793,0.4125492602391612,0.3049546884291651,Energy,1
-solar/10T/short,EXAONE-Forecast-Agent,20.6912139075806,20.6912139075806,1.8566860115441093,0.8153425162173185,5.142957347803408,1.324719791747053,3.5847546017070457,4.54875960098801,1.3232336496037949,0.5401097491918877,0.403641634638745,Energy,1
-solar/D/short,EXAONE-Forecast-Agent,75958.98783454987,75958.98783454987,187.0206508515815,0.729588714415457,0.8101717835215176,0.3553979284281858,3.929420753617504,275.6065816241511,0.3981576463862605,0.2701811463640574,0.2031823781313838,Energy,1
-solar/H/long,EXAONE-Forecast-Agent,175.92030616382806,175.92030616382806,5.1524833041869424,0.3900631027409292,2.0155600999518604,1.20653200900335,2.7669893610279463,13.263495246873203,0.4598696128586196,0.1786460098378321,0.139347746631274,Energy,1
-solar/H/medium,EXAONE-Forecast-Agent,167.33335234184915,167.33335234184915,4.86132194723236,0.3699036508255819,1.5030468134126655,1.158234397689493,2.536022924786446,12.935739342683476,0.4659755232868437,0.1751161629202631,0.1361978473073926,Energy,1
-solar/H/short,EXAONE-Forecast-Agent,173.9592309854815,173.9592309854815,4.913571104073375,0.3774798889325975,1.371236415492152,1.1621745927122389,2.5073752941842,13.189360522234637,0.4861642236673736,0.1811158681438138,0.1414231344338138,Energy,1
-solar/W/short,EXAONE-Forecast-Agent,1314086.8905109488,1314086.8905109488,897.5002281021898,0.9743738979901244,0.1997468767374971,0.1761284570624358,5.365215421828577,1146.3362903227608,0.2339958912289869,0.183202230903691,0.1338030958669155,Energy,1
-sz_taxi/15T/long,EXAONE-Forecast-Agent,15.28580450943732,15.28580450943732,2.666396720864494,0.5031903865061237,6235809444687.207,0.3948383385639245,3.671654501532731,3.909706447987793,0.3618754364415573,0.24679691171847,0.1943915345646776,Transport,1
-sz_taxi/15T/medium,EXAONE-Forecast-Agent,16.1265625,16.1265625,2.7273607563768696,0.5316771362534475,9659655333170.324,0.4010455530932826,3.678007342794923,4.015789150341437,0.3737362027400188,0.253826437203201,0.1995888061193031,Transport,1
-sz_taxi/15T/short,EXAONE-Forecast-Agent,16.509949140350752,16.509949140350752,2.7077698946290254,0.540140004704699,1083684014494.655,0.3897389515561207,3.7830187036682656,4.063243672283359,0.3799306717218123,0.2531880728571681,0.1988680970203941,Transport,1
-sz_taxi/H/short,EXAONE-Forecast-Agent,7.077749757685213,7.077749757685213,1.8319967873076088,0.5579784511473075,1.0922263972779624,0.293479984642094,3.851296860153076,2.660404059101777,0.2478330521492761,0.1706618037109014,0.1342651716077699,Transport,1
-temperature_rain/D/short,EXAONE-Forecast-Agent,177.99514583553002,177.99514583553002,5.662802446023142,1.3126876126567726,21.66863483182397,1.501812389029509,19.39392637513088,13.341482145381375,1.5706451836329296,0.6666615665928901,0.5394813134403992,Nature,1
-us_births/D/short,EXAONE-Forecast-Agent,104430.22,104430.22,201.46506510416663,0.2967164119409878,0.0194508584340413,0.0192590951919555,2.290996588149654,323.1566493204186,0.0302933136088299,0.0188857150588058,0.0150271827249169,Healthcare,1
-us_births/M/short,EXAONE-Forecast-Agent,48621349.333333336,48621349.333333336,5789.876302083333,0.6536482721902824,0.0177925874789555,0.0180141329765319,3.311178955311016,6972.901070095096,0.0216577831830764,0.0179833163193929,0.0133441793788424,Healthcare,1
-us_births/W/short,EXAONE-Forecast-Agent,1765438.857142857,1765438.857142857,1015.2603236607144,0.9235146136442064,0.0137660354375839,0.0137908490640776,5.299590372889553,1328.6981813575485,0.0180369475271916,0.0137820593429262,0.0108253909677814,Healthcare,1

results/EXAONE-Forecast-Agent/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "EXAONE-Forecast-Agent",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "",
-    "code_link": "",
-    "org": "LG AI Research",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/EXAONE-Forecast/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,EXAONE-Forecast,3612081.1319252495,3612081.1319252495,358.2364419491409,0.8583468609808098,4.324376955815493,0.817913346652184,14.848982805974368,1900.547587387711,5.022579773697747,0.9467119473752759,0.666400228699064,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,EXAONE-Forecast,2788507.340686212,2788507.340686212,278.8871608569678,0.9422374881109278,3.995460498308055,0.8029184192765983,20.430096413793724,1669.8824331928915,5.073564014426603,0.8473362167802811,0.6190571114768769,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,EXAONE-Forecast,1712745.1702962674,1712745.1702962674,157.69149812684296,0.6620164820420446,1.999565223658965,0.7330963942737486,12.774095654162197,1308.7189042327873,4.109053667157012,0.4951123014742753,0.386292371383251,Web/CloudOps,2
-bitbrains_fast_storage/H/short,EXAONE-Forecast,2921696.098741304,2921696.098741304,323.45500237657285,1.0174863337644982,4.030126512351662,0.5757347946937202,18.402017662782526,1709.296960373271,4.872051633222408,0.9219518370047306,0.6733281080648943,Web/CloudOps,2
-bitbrains_rnd/5T/long,EXAONE-Forecast,2265509.7142599802,2265509.7142599802,170.868430729931,3.2717464398466327,1.671586010423305,0.7090977927059248,114.72801095212651,1505.1610260234552,5.765932931739956,0.6545584789311997,0.6007109571244893,Web/CloudOps,2
-bitbrains_rnd/5T/medium,EXAONE-Forecast,2232233.859454162,2232233.859454162,149.67899995043405,4.3481300468145205,0.6594960844423727,0.7284183467166457,158.93913065034258,1494.0662165560675,6.286298093838583,0.6297758437005453,0.6051565499813613,Web/CloudOps,2
-bitbrains_rnd/5T/short,EXAONE-Forecast,1584726.6489996258,1584726.6489996258,119.99851419813078,1.6221342073780283,1.0767345084641344,0.657065573519169,51.56172447701719,1258.8592649695302,5.150888725076368,0.49099928086403605,0.3903919423619454,Web/CloudOps,2
-bitbrains_rnd/H/short,EXAONE-Forecast,1821995.5361640172,1821995.5361640172,155.95057940168044,5.806977147478336,1.5839341909551519,0.5539083777393513,194.44528621130732,1349.8131486113243,5.90744275934543,0.6825160371640884,0.6191017470477412,Web/CloudOps,2
-bizitobs_application/10S/long,EXAONE-Forecast,5722731.727231843,5722731.727231843,1458.1152525108757,3.113627416855441,0.04492611100420972,0.04588897790308177,55.005643855997796,2392.2231767190624,0.09225848593674234,0.05623367703611304,0.04967612994064204,Web/CloudOps,2
-bizitobs_application/10S/medium,EXAONE-Forecast,3315121.874083706,3315121.874083706,1007.7351039911495,2.1697769956285935,0.03103176455182568,0.031660813068653065,17.780776589249264,1820.7476140541023,0.07149540002348571,0.039570791592104394,0.03202529590698454,Web/CloudOps,2
-bizitobs_application/10S/short,EXAONE-Forecast,356933.3457113232,356933.3457113232,320.1859572808158,0.924692353311433,0.013382056094747817,0.013470453119280523,5.669708656478375,597.4389891121295,0.023040833778167177,0.012348292552473513,0.009726919421000062,Web/CloudOps,2
-bizitobs_l2c/5T/long,EXAONE-Forecast,104.38591133019128,104.38591133019128,6.8582762927924135,0.6580540832556516,0.5234822183109652,0.8648246079978308,3.592815717154958,10.21694236698002,0.5736660395496511,0.3850819606988179,0.289674198776519,Web/CloudOps,7
-bizitobs_l2c/5T/medium,EXAONE-Forecast,81.57981899436825,81.57981899436825,5.67647845745319,0.5528323132123358,0.3767136225866572,0.7141079973949408,3.4448937328247213,9.032154725998014,0.47522416217492747,0.29866624309285666,0.23190555421421186,Web/CloudOps,7
-bizitobs_l2c/5T/short,EXAONE-Forecast,18.911494614252934,18.911494614252934,2.5143576026131043,0.2593113726481825,0.14079984483699864,0.20138468631407705,2.3008601708608256,4.348734829148926,0.14935315041985334,0.08635321397737875,0.06929583070914155,Web/CloudOps,7
-bizitobs_l2c/H/long,EXAONE-Forecast,79.95757124481521,79.95757124481521,5.1425887904218435,0.5511069497031694,0.5921962662805584,0.7711274509523551,4.259338427405104,8.94189975591402,0.546197045003204,0.3141241657442284,0.2509662997167972,Web/CloudOps,7
-bizitobs_l2c/H/medium,EXAONE-Forecast,70.32511252539693,70.32511252539693,4.699204551094626,0.47576740157674385,0.45642252223241225,0.7500321008075255,3.3061021608306045,8.386006947612012,0.5077854582909984,0.2845439732506086,0.22516809896005702,Web/CloudOps,7
-bizitobs_l2c/H/short,EXAONE-Forecast,56.91869594028146,56.91869594028146,4.49829560440856,0.445299602081955,0.38142899187259605,0.5986124018816058,2.5330020704572496,7.544448020914549,0.40666506999260704,0.2424696534117672,0.18754618479016477,Web/CloudOps,7
-bizitobs_service/10S/long,EXAONE-Forecast,129212.72313313193,129212.72313313193,74.82955562221106,1.2897077643086594,0.08388042053191021,0.07853623578120773,18.51267569876199,359.4617130281498,0.2663007287133705,0.055436127045697295,0.050500280883253326,Web/CloudOps,2
-bizitobs_service/10S/medium,EXAONE-Forecast,9095.966606431784,9095.966606431784,31.711165491207485,0.971130000032243,0.06737153137989771,0.05818656029204931,9.612691553399804,95.37277707203343,0.07177979949436963,0.023866570425777327,0.01861881767375849,Web/CloudOps,2
-bizitobs_service/10S/short,EXAONE-Forecast,1908.3228745224947,1908.3228745224947,17.337163718091993,0.6747296253631457,0.05720061716840983,0.04523856140511246,5.2740728307847,43.68435503154985,0.0323627681485633,0.01284392568820281,0.010006909706482795,Web/CloudOps,2
-car_parts/M/short,EXAONE-Forecast,1.3523481137584612,1.3523481137584612,0.45396066329449253,0.8307894270324122,0.830803725854246,1.8953239227906595,15.099087800063206,1.1629050321322292,2.788526975743641,1.0885511030957775,0.9369908141387531,Sales,1
-covid_deaths/D/short,EXAONE-Forecast,437779.76914779225,437779.76914779225,112.75791552660381,35.78318846549218,0.09330815699358633,0.3712323960052809,707.7463629786428,661.6492795641753,0.2489487496538441,0.04242571245964624,0.03387128445288509,Healthcare,1
-electricity/15T/long,EXAONE-Forecast,301203.22828164994,301203.22828164994,55.68264895603689,0.8418779996563466,0.12120373342255858,0.12728379235480358,6.9587049899037225,548.8198504806927,0.8658305844509441,0.08784620389943103,0.07043020005897843,Energy,1
-electricity/15T/medium,EXAONE-Forecast,241908.86385909218,241908.86385909218,50.64652607383025,0.793905163767913,0.1180160657248742,0.12524621580168288,6.9001171850730065,491.8423160516917,0.847493825952033,0.08726906317873373,0.07043377863883964,Energy,1
-electricity/15T/short,EXAONE-Forecast,133098.8520653471,133098.8520653471,49.67621991038061,0.9714486339298237,0.1576743990643964,0.16235690346930876,12.30046342236066,364.82715368424414,0.7191462500038038,0.09792162371179708,0.08257405369506982,Energy,1
-electricity/D/short,EXAONE-Forecast,1207352193.6597893,1207352193.6597893,4102.347596394988,1.358391089563311,0.24079818140462989,0.09110140762011087,11.25517740004323,34746.97387773199,0.5710082028906956,0.0674151981376332,0.05315081197963948,Energy,1
-electricity/H/long,EXAONE-Forecast,7039118.482530907,7039118.482530907,255.79422218099086,1.1228531574286973,0.282898131184968,0.13448983066580456,9.323069624745937,2653.1337098855206,1.046395193208613,0.10088516969326589,0.07974795193878294,Energy,1
-electricity/H/medium,EXAONE-Forecast,5181129.152476324,5181129.152476324,230.9063376746974,1.0249834019843558,0.2227336438311725,0.12429374089759156,8.446180070469818,2276.209382389134,0.8884795274035657,0.09013035240034456,0.07158799745481383,Energy,1
-electricity/H/short,EXAONE-Forecast,1883070.838329575,1883070.838329575,177.54232567583384,0.9765833414992122,0.17259213057852765,0.12843575272862784,11.790314537914037,1372.2502826851867,0.6478001366046825,0.08381265741178465,0.06796705719879127,Energy,1
-electricity/W/short,EXAONE-Forecast,37691078011.45597,37691078011.45597,26897.424757294877,1.420279138012977,0.21730146618771623,0.0930846001462052,11.140368301912272,194141.9017405979,0.4429677677586032,0.06137104919840375,0.04797324101385769,Energy,1
-ett1/15T/long,EXAONE-Forecast,7.8530629075641905,7.8530629075641905,1.4990058566874676,0.9620668635418352,0.7272255365163558,0.3764639624230911,6.851288927314928,2.8023316912107656,0.534127191129576,0.2857119984156231,0.2220433928910941,Energy,7
-ett1/15T/medium,EXAONE-Forecast,8.599767576482355,8.599767576482355,1.5255388866403388,0.9596148149654906,0.6995093200474511,0.3758206309681405,6.475630340395218,2.9325360315744384,0.5589442836555073,0.29076922874976785,0.22280267410198806,Energy,7
-ett1/15T/short,EXAONE-Forecast,4.583019359571988,4.583019359571988,1.0345838338495648,0.6568218131764582,0.4576133326767148,0.22533214617875272,4.274731303327318,2.140798766715823,0.40470008911122646,0.19557941468467424,0.1515029001655596,Energy,7
-ett1/D/short,EXAONE-Forecast,42629.87354182915,42629.87354182915,139.01341192883754,1.6799264918512058,1.2789310337669682,0.47892531182758286,10.021757575205028,206.4700306142011,0.5423003840890841,0.3651233375530749,0.2758109779994574,Energy,7
-ett1/H/long,EXAONE-Forecast,154.51745166953015,154.51745166953015,7.6595227617197965,1.4411653364419994,3158165843314.448,0.495777241229748,8.542851612835443,12.43050488393493,0.5952699562872158,0.36679795568420653,0.27535362505430905,Energy,7
-ett1/H/medium,EXAONE-Forecast,136.76826325884673,136.76826325884673,6.994989849834586,1.2689041124712044,3516768416096.954,0.44445997155989525,8.264707163683315,11.694796418016294,0.5601530260058522,0.335043432242123,0.25455108001795534,Energy,7
-ett1/H/short,EXAONE-Forecast,92.24427590365232,92.24427590365232,4.800746113890827,0.8011711427101466,0.44559303600165356,0.2581638275097969,5.541771676965409,9.604388366973314,0.44827607394251795,0.22407044964259093,0.17299993880327216,Energy,7
-ett1/W/short,EXAONE-Forecast,1201733.915780373,1201733.915780373,867.5832294773439,1.5243186282847785,0.6402095171382529,0.5564712192181497,7.765992612142988,1096.236249984634,0.4362185685604758,0.345232074267738,0.25787338593309683,Energy,7
-ett2/15T/long,EXAONE-Forecast,10.65628915007674,10.65628915007674,2.0717085421826926,0.8617020231842538,0.130945369267548,0.15953442586025957,6.982191498048227,3.2643972108303148,0.17396563635262538,0.11040509827733586,0.08928447826216447,Energy,7
-ett2/15T/medium,EXAONE-Forecast,10.718036014264113,10.718036014264113,2.0516716709563623,0.8484433415089321,0.12792170812536038,0.15603781404223988,6.435580458262193,3.2738411712030433,0.17446891056573072,0.10933728991464525,0.08672804965425271,Energy,7
-ett2/15T/short,EXAONE-Forecast,7.457077898992866,7.457077898992866,1.6950728409222664,0.7264426766629464,0.10288171237939936,0.12306097098715292,5.124220720564152,2.73076507576043,0.1296391434551168,0.08047114456742543,0.06330119782967467,Energy,7
-ett2/D/short,EXAONE-Forecast,103603.04513873802,103603.04513873802,197.48907160828935,1.3443159435163843,0.4123693252478262,0.1389463662812528,11.127553417115752,321.87426914672443,0.18421713659880637,0.11302820625482086,0.09309196754154231,Energy,7
-ett2/H/long,EXAONE-Forecast,208.37993912003054,208.37993912003054,8.671236687524113,0.9668668024549512,0.1720117257706583,0.16507340537595186,7.099030207556444,14.435371111267994,0.1976812970866789,0.11874591255900137,0.09703261446312089,Energy,7
-ett2/H/medium,EXAONE-Forecast,213.40595071333792,213.40595071333792,8.937526863825898,0.9723360502370735,0.16563767431917537,0.15954201693380696,6.742397391898693,14.608420541363735,0.19685786111858725,0.1204389219985061,0.09665930437677228,Energy,7
-ett2/H/short,EXAONE-Forecast,99.02428528259524,99.02428528259524,6.123495422548835,0.709190943210693,0.11561401517010315,0.1063293481920634,5.006704399295872,9.95109467760182,0.12620756847112993,0.07766295999207926,0.06150657145826904,Energy,7
-ett2/W/short,EXAONE-Forecast,3106305.322691669,3106305.322691669,1226.7871019669594,0.8487958981023181,0.12722342482664206,0.1388323563517111,7.7093809675960205,1762.471367906914,0.1478443274344993,0.10290863006246745,0.08715086368078537,Energy,7
-hierarchical_sales/D/short,EXAONE-Forecast,28.815477222688898,28.815477222688898,2.305199704271518,0.7441885586496155,0.6337601024962174,1.0530236828520787,6.950585744783278,5.368004957401669,1.6468444738620194,0.7072097407237634,0.5728584380203962,Sales,1
-hierarchical_sales/W/short,EXAONE-Forecast,453.93106733161835,453.93106733161835,8.82920424178662,0.7145091269762883,0.52102048914245,0.45304416240509277,6.64490416325502,21.30565810604353,0.9781531850209779,0.40535308542544135,0.3416352810773156,Sales,1
-hospital/M/short,EXAONE-Forecast,2532.6565942357643,2532.6565942357643,17.20292993088936,0.7439706520084315,0.18905752788620817,0.16981253113936415,4.907505001438671,50.32550639820492,0.18269327452115688,0.06245063041321528,0.04931871184522921,Healthcare,1
-jena_weather/10T/long,EXAONE-Forecast,1300.1889188268951,1300.1889188268951,9.257662166944849,0.6123555000031315,0.7441683615101319,0.6288381964030958,5.3293903586730575,36.058132492225596,0.22064589007976187,0.05664922079155644,0.04626788163119106,Nature,21
-jena_weather/10T/medium,EXAONE-Forecast,1409.6910743843553,1409.6910743843553,9.234411264660803,0.5705195371064519,0.6941578928350026,0.6383494330196691,5.185656449989404,37.54585295854064,0.230418270501096,0.05667142720258724,0.045980475466191315,Nature,21
-jena_weather/10T/short,EXAONE-Forecast,780.9641324540999,780.9641324540999,5.441236146449889,0.2663443056919819,0.34354843775177085,0.539928293607219,2.014856357601515,27.945735496746188,0.17357805725496725,0.03379689897502411,0.0272949538445443,Nature,21
-jena_weather/D/short,EXAONE-Forecast,363.62557068755285,363.62557068755285,9.501826915451,1.0452630138594832,0.6336008051291505,0.4460670801304998,6.531090075810968,19.068968789306695,0.11482635889595989,0.057216528047007026,0.04489265810559917,Nature,21
-jena_weather/H/long,EXAONE-Forecast,1222.0075702428278,1222.0075702428278,10.779012586127715,0.8474407520172382,2.380650187353884,0.6356995484153344,5.874063393493736,34.95722486472329,0.21048122369246877,0.06490159811324724,0.05149007527354813,Nature,21
-jena_weather/H/medium,EXAONE-Forecast,1223.0994655606057,1223.0994655606057,9.88763920599058,0.7403557357780112,2.295867222044882,0.6568139345443504,5.827651365540987,34.97283896912868,0.2140050041933163,0.06050421790486776,0.04859603819915917,Nature,21
-jena_weather/H/short,EXAONE-Forecast,1063.6662988157807,1063.6662988157807,8.243174926177968,0.5130863787843385,1.550983022741372,0.6001589481299929,4.352367368872907,32.6138973263819,0.19992109903069225,0.050530133649824914,0.04065683506485593,Nature,21
-kdd_cup_2018/D/short,EXAONE-Forecast,2911.0649145209386,2911.0649145209386,21.16943907912228,1.193788429202199,0.5229942556178183,0.4650089478893234,8.982942991725036,53.95428541386623,1.2086332780798767,0.4742179115717876,0.37465856711181084,Nature,1
-kdd_cup_2018/H/long,EXAONE-Forecast,3964.4698010495676,3964.4698010495676,23.114300687880487,0.982187470410357,0.9762411282331177,0.5879141967186402,7.301049683882342,62.96403577479423,1.4773907674178115,0.5423549175554002,0.42730211581184024,Nature,1
-kdd_cup_2018/H/medium,EXAONE-Forecast,5119.874824171283,5119.874824171283,24.50493599385597,1.0104029809045394,0.8859167409639214,0.5419742543297033,8.294622180122891,71.55330058195277,1.4977401831416228,0.5129326952748369,0.411026386350703,Nature,1
-kdd_cup_2018/H/short,EXAONE-Forecast,4486.810354251403,4486.810354251403,21.90992965608992,0.915097818850997,0.8004036244424011,0.4865650380554698,7.402763628046826,66.98365736693842,1.4020892582237559,0.4586145072813582,0.3686528855854697,Nature,1
-loop_seattle/5T/long,EXAONE-Forecast,77.15292729109935,77.15292729109935,4.953780124139676,0.7852051653076958,0.14998957271387695,0.11266654213580717,6.151752807072217,8.783673906236464,0.15529715987822296,0.0875838506930305,0.06928343010104372,Transport,1
-loop_seattle/5T/medium,EXAONE-Forecast,63.73041438410962,63.73041438410962,4.545558634947799,0.7239064110498562,0.14050076964672337,0.10438740436947623,5.31064473373052,7.983133118275657,0.14203634140732277,0.08087482803993448,0.06379776751097484,Transport,1
-loop_seattle/5T/short,EXAONE-Forecast,40.523224179413866,40.523224179413866,3.4357950898299827,0.5439527034033094,0.08839824766664721,0.07345004129290736,3.961079150336042,6.3657854330329,0.10915916614811925,0.05891630043253848,0.046381433195556016,Transport,1
-loop_seattle/D/short,EXAONE-Forecast,17.996338566721075,17.996338566721075,2.8717162589592324,0.8671856193542583,0.0534449815897731,0.053026419582351686,7.476417707322854,4.2422091611236095,0.07581394593192942,0.05132140658781488,0.041568931903081266,Transport,1
-loop_seattle/H/long,EXAONE-Forecast,54.508960791134136,54.508960791134136,3.9651745721693668,0.8321728175758439,0.11832068467335528,0.0919625806626057,7.186702726510401,7.383018406528196,0.13194440183465117,0.07086296664684577,0.05639414585522726,Transport,1
-loop_seattle/H/medium,EXAONE-Forecast,61.276687556184825,61.276687556184825,4.200897287027009,0.8635127105954753,0.11124188792870963,0.09568454618221219,8.38951247497023,7.827942740987879,0.1383580128393899,0.07425038991816776,0.05897153873350568,Transport,1
-loop_seattle/H/short,EXAONE-Forecast,52.69596525828652,52.69596525828652,3.8304616138918446,0.7803505788723389,0.10454270418632408,0.0878926967282775,7.968554751493061,7.25919866502402,0.1284952008207869,0.06780306711880289,0.05434145124027778,Transport,1
-m4_daily/D/short,EXAONE-Forecast,355848.1605912622,355848.1605912622,180.01419894342206,3.32203042826613,0.03777248569429322,0.030348259618566815,25.72129412857275,596.5301003229109,0.09214741412445032,0.027807218662296244,0.02204349727515545,Econ/Fin,1
-m4_hourly/H/short,EXAONE-Forecast,724452.3033628532,724452.3033628532,174.88147893790827,0.6808442837124621,0.08387833470143727,0.07609862900966781,5.279182982077163,851.1476389927034,0.11620045767586087,0.02387518564425058,0.020148019951995035,Econ/Fin,1
-m4_monthly/M/short,EXAONE-Forecast,1790026.6618568487,1790026.6618568487,544.9018533785065,0.905856096384643,0.1564719130993047,0.12865229682118132,7.436419935771494,1337.9187799925855,0.27806545194020077,0.11324931108567528,0.09009090587426563,Econ/Fin,1
-m4_quarterly/Q/short,EXAONE-Forecast,1719201.477231105,1719201.477231105,544.5868680064538,1.1393307662113163,0.11095726603566855,0.09900812279701068,8.715095325603082,1311.183235566679,0.21946898490176941,0.09115425202988894,0.07262500341003264,Econ/Fin,1
-m4_weekly/W/short,EXAONE-Forecast,236797.64737545507,236797.64737545507,248.5091134125958,2.006043902949592,0.05928424463803374,0.05953263983760517,13.370202032272193,486.6185851110242,0.08865435799244756,0.045274505699036245,0.036022452242495506,Econ/Fin,1
-m4_yearly/A/short,EXAONE-Forecast,3594315.95681716,3594315.95681716,895.8516893288454,3.345540424133541,0.16566730646628483,0.1499272314138027,34.07846179032708,1895.8681274859705,0.30401124144711683,0.1436539705884024,0.11607002565575736,Econ/Fin,1
-m_dense/D/short,EXAONE-Forecast,7550.2832639380185,7550.2832639380185,42.61908410267858,0.6496498514963558,0.11777793743515882,0.09437249445254534,7.293045720554306,86.89236597042354,0.15042353855940832,0.07377993877008811,0.061843779864374476,Transport,1
-m_dense/H/long,EXAONE-Forecast,32853.821330751714,32853.821330751714,75.55856033904561,0.661069976459912,0.2516355723227823,0.1820554500184794,7.443911706454308,181.2562311501365,0.3137813306641112,0.1308030375331591,0.10923471455009999,Transport,1
-m_dense/H/medium,EXAONE-Forecast,35113.47764638514,35113.47764638514,76.13023757470098,0.6626219427708516,0.25291829616137185,0.1825399542534892,7.7829249220519054,187.38590567698824,0.32602780218417343,0.13245699534640512,0.1103973375726062,Transport,1
-m_dense/H/short,EXAONE-Forecast,44518.703617286425,44518.703617286425,85.77001364561502,0.7670170552183925,0.2862762004138843,0.2039136435965584,9.8676452286354,210.9945582646302,0.3742518131055118,0.1521346492580936,0.1274480879293882,Transport,1
-restaurant/D/short,EXAONE-Forecast,136.16195061312564,136.16195061312564,6.966332889427351,0.668999597184179,0.6444342512848877,0.38654999993856665,4.515756911380894,11.668845299048472,0.5370272971051201,0.3206067804025766,0.2505958262896913,Sales,1
-saugeen/D/short,EXAONE-Forecast,1178.043253959324,1178.043253959324,12.489302394515823,2.774890055449778,0.26714158343766864,0.3129597532932896,28.853160370708224,34.322634717622186,1.1117183164007038,0.40453148032722797,0.3335903682889196,Nature,1
-saugeen/M/short,EXAONE-Forecast,391.9774691003306,391.9774691003306,12.365575164130735,0.7245770645141905,0.35146598582706856,0.35686685248581795,4.819997203211985,19.79842087390635,0.5944079893410003,0.3712516628052529,0.28931103177738327,Nature,1
-saugeen/W/short,EXAONE-Forecast,930.224395850701,930.224395850701,14.496393997589355,1.1760023043504586,0.3733694128913648,0.3836592894855785,9.357198247933608,30.49958025695929,0.9206551912297872,0.4375857069360054,0.34716306524700397,Nature,1
-solar/10T/long,EXAONE-Forecast,17.429684945624235,17.429684945624235,1.7431188002432638,0.7619011074847498,3.0213984481690948,1.4433688691172284,3.8334485176064526,4.17488741711968,0.9023351108277874,0.37674723618982225,0.2836246712572349,Energy,1
-solar/10T/medium,EXAONE-Forecast,19.62934216093582,19.62934216093582,1.8325646150153265,0.8013211211932919,3.5430561029798544,1.445837165539633,3.6602313666720256,4.430501344197496,0.9831458674431777,0.4066533757933567,0.2997450329429625,Energy,1
-solar/10T/short,EXAONE-Forecast,22.160057201376432,22.160057201376432,2.042407395925123,0.898391317465097,5.183875287586093,1.5120313608307114,3.8708508798914054,4.707446994006032,1.369395794150572,0.5941360787456808,0.4413668634909437,Energy,1
-solar/D/short,EXAONE-Forecast,122048.63474729688,122048.63474729688,248.7159792358491,0.9696850425566599,1.049719011256201,0.424922026354966,5.346611325866019,349.3545974326041,0.5046984126731616,0.3593098841385651,0.27164979843067444,Energy,1
-solar/H/long,EXAONE-Forecast,234.68810800479568,234.68810800479568,6.30011330614984,0.4775598140748666,2.5729212582620744,1.3381622248562997,3.3988248339481943,15.31953354396914,0.5311562170386831,0.21843643874698648,0.18063174556344544,Energy,1
-solar/H/medium,EXAONE-Forecast,255.82055963351092,255.82055963351092,6.113000576834956,0.4660793666876756,2.3150344174379147,1.3412018149268807,3.318566037151594,15.994391505571912,0.5761553131231709,0.2202045485907675,0.1806160192496725,Energy,1
-solar/H/short,EXAONE-Forecast,285.2697445982281,285.2697445982281,6.6062765549400115,0.5085049340709981,2.4108569598046983,1.3509330238892172,3.7002442252536447,16.889930272154118,0.6225684577137228,0.24350955508798447,0.19076518684364346,Energy,1
-solar/W/short,EXAONE-Forecast,1835422.2953483993,1835422.2953483993,1097.3562520803337,1.204300646753101,0.250559846862184,0.214022502195921,6.436512431078171,1354.7775815049492,0.27654396905819373,0.22399784109507767,0.1602180718838552,Energy,1
-sz_taxi/15T/long,EXAONE-Forecast,15.247150837998257,15.247150837998257,2.659753679815758,0.501937597025816,6143165101360.333,0.39512336535069975,3.5882162677475202,3.904760023099788,0.36141760420044544,0.24618204371986419,0.19425428203424658,Transport,1
-sz_taxi/15T/medium,EXAONE-Forecast,16.126733695661926,16.126733695661926,2.7272103259512397,0.5316732895861751,9471782371184.89,0.40219535880845275,3.6474898969501552,4.01581046560491,0.37373818648103024,0.25381243714145807,0.19966759044252771,Transport,1
-sz_taxi/15T/short,EXAONE-Forecast,16.53048004665295,16.53048004665295,2.7142420774997955,0.541512560669561,1084650520363.7865,0.3922099453311777,3.8070813476698095,4.065769305636136,0.38016682924856593,0.25379324965283306,0.1993334234980049,Transport,1
-sz_taxi/H/short,EXAONE-Forecast,7.130991979474581,7.130991979474581,1.8404520130097293,0.5604810771312932,1.1508521509588086,0.29503110786233355,3.896798857853768,2.6703917277198457,0.24876346510252773,0.1714494601517336,0.1349061451993736,Transport,1
-temperature_rain/D/short,EXAONE-Forecast,182.46881980986555,182.46881980986555,5.747425718041965,1.3357559398801866,21.068662151508207,1.4977388971707701,19.49540905163909,13.508102006198559,1.5902607465095546,0.6766239630621337,0.5481827328017863,Nature,1
-us_births/D/short,EXAONE-Forecast,123490.96538954164,123490.96538954164,209.9229512918291,0.30920084094339484,0.020338588108595495,0.020036354593372253,3.0885927918556124,351.41281335423963,0.03294209970145456,0.019678573257111406,0.016035195901794155,Healthcare,1
-us_births/M/short,EXAONE-Forecast,45349659.65087715,45349659.65087715,5478.145445827009,0.6182991947487042,0.016828993813749738,0.017035185638709354,3.3910673882038687,6734.215592842061,0.020916427718065567,0.017015082405214887,0.012764127212393568,Healthcare,1
-us_births/W/short,EXAONE-Forecast,2214592.6041423543,2214592.6041423543,1147.4491710773486,1.0432706379041374,0.015524968419207566,0.015568997084361555,7.253733565068541,1488.1507330046759,0.020201500280773055,0.015576509984905564,0.012280107787912461,Healthcare,1

results/EXAONE-Forecast/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "EXAONE-Forecast",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "",
-    "code_link": "",
-    "org": "LG AI Research",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/FLAIR/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,FLAIR,1846776.4134296365,1937074.6561212884,187.10755948173343,0.9996724419196036,1.708268772056975,0.6061336441652744,17.75649164547514,1358.9615202166824,4.26680324289856,0.5874714844318778,0.4706063207629383,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/medium,FLAIR,3118674.8201469,2729295.575160217,259.7001644216678,1.1207044736092244,2.8906997301554647,0.6788928802256836,21.871571076513977,1765.9770157470623,5.365525556545144,0.7890407727950932,0.6333159815710692,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/long,FLAIR,3661470.482462851,3238154.461073728,320.31423211705686,1.0495652964266236,2.8537249020158884,0.6871064137623306,17.203443166090544,1913.4969251250056,5.056801327093086,0.846494923920779,0.666008348756763,Web/CloudOps,2.0
-bitbrains_fast_storage/H/short,FLAIR,3082869.6037823856,2733623.1734293606,290.26043356397923,1.321253217668716,3.121420924965199,0.5213209157485315,23.975379675350812,1755.8102413935242,5.0046294659044115,0.8273365107197272,0.6425372487912054,Web/CloudOps,2.0
-bitbrains_rnd/5T/short,FLAIR,1636836.460830957,1936194.939868636,140.43773287022287,1.9100123860850633,0.6871359999716936,0.5362996794923731,57.94864959866474,1279.3890967297466,5.234890678564181,0.5746306425466685,0.4989168707596522,Web/CloudOps,2.0
-bitbrains_rnd/5T/medium,FLAIR,2100595.5401367466,2245828.116468942,151.16253985903026,4.530835002021688,0.6536346629144442,0.5850481626331625,161.2082830425433,1449.343140921689,6.098125489994382,0.6360178700403781,0.6016746088652449,Web/CloudOps,2.0
-bitbrains_rnd/5T/long,FLAIR,2433136.8208996467,2346674.2797109713,173.44353227174926,3.508942159192608,1.2207947245114577,0.5801811352620492,118.0843945039715,1559.8515380957404,5.97543955152752,0.664423066799347,0.6267076501689193,Web/CloudOps,2.0
-bitbrains_rnd/H/short,FLAIR,1702655.2230083784,1663948.9502470498,146.435254773015,6.228065453522783,1.586998989159237,0.5663260535637824,206.89895240538377,1304.8583153003158,5.710698929794418,0.6408723789478751,0.5913258706281541,Web/CloudOps,2.0
-bizitobs_application/10S/short,FLAIR,1876184.576531477,1812731.8546140173,747.6142013719673,2.2751168766336076,0.0316150391177311,0.0328690141198594,38.158331376030254,1369.7388716581993,0.0528253532771152,0.0288324914475505,0.0245935005146765,Web/CloudOps,2.0
-bizitobs_application/10S/medium,FLAIR,4824342.996701329,4512050.859185152,1177.0068224996946,2.485168147892638,0.0359116835834982,0.0366683229756227,38.88806660348748,2196.438707704207,0.0862476835461689,0.0462175937814998,0.0425144521926404,Web/CloudOps,2.0
-bizitobs_application/10S/long,FLAIR,6296956.031536403,5609210.63968744,1442.222478962098,3.017247374156058,0.0439166560761959,0.0448299038344589,46.84177994810414,2509.373633307006,0.0967765107835817,0.055620756285568,0.0510511375407545,Web/CloudOps,2.0
-bizitobs_l2c/5T/short,FLAIR,39.89196923283557,41.58845186183414,4.135523490977737,0.4143402034524665,0.2142165821659282,0.2035013408718657,3.677772177329072,6.316008963960988,0.2169173130973528,0.142030616015987,0.1152385523446556,Web/CloudOps,7.0
-bizitobs_l2c/5T/medium,FLAIR,147.26689232057973,178.22447097131732,8.891860764855732,0.8453268479561428,0.5247410878205049,0.8197076488615357,5.505430384117332,12.135357115494363,0.6384982424298676,0.4678426367067977,0.3666083704391403,Web/CloudOps,7.0
-bizitobs_l2c/5T/long,FLAIR,220.08786336115747,249.22361473688363,11.178721905935774,1.0391378269874576,0.7211519426216233,1.0024464220087017,6.794812670220844,14.835358551823326,0.8329832037840033,0.6276685227990231,0.486599887395329,Web/CloudOps,7.0
-bizitobs_l2c/H/short,FLAIR,67.47887781773652,70.49082710725762,5.406626339386771,0.5402478394675021,0.4940421209013849,0.5760286955975656,3.686339611841566,8.214552806923608,0.4427854803723104,0.291431036740211,0.2265468422206448,Web/CloudOps,7.0
-bizitobs_l2c/H/medium,FLAIR,71.28047139004101,74.93005806675828,5.135972276079151,0.5243880208831226,0.5724552066282359,0.7384724785396178,3.536645982484302,8.442776284495581,0.5112229278669697,0.3109909224104992,0.2452024155736719,Web/CloudOps,7.0
-bizitobs_l2c/H/long,FLAIR,88.29677626478986,89.20888771026436,5.68356467197595,0.6056828821389739,0.7347094571076784,0.6925673183339771,7.207410377422093,9.39663643357504,0.5739736737256129,0.3471685339420973,0.2860909813782309,Web/CloudOps,7.0
-bizitobs_service/10S/short,FLAIR,3924.096305790098,3964.7630561865967,24.99984806153638,1.101889137820525,0.0683972298728006,0.0624114188005547,18.273309771129146,62.642607750556635,0.0464076464554451,0.0185206866690398,0.0149800382571175,Web/CloudOps,2.0
-bizitobs_service/10S/medium,FLAIR,5784.686171149733,5628.0582686336875,29.60688421906926,1.0649193529319392,0.0642029986977617,0.0576505220846427,12.694433835395804,76.05712439442956,0.0572423772753233,0.0222828360907489,0.0187152194990229,Web/CloudOps,2.0
-bizitobs_service/10S/long,FLAIR,133687.36260761498,133570.23236352124,75.82783111185603,1.3655651819500736,0.0807656511545262,0.0786908919088163,21.37359257394892,365.6328248497596,0.2708724856363051,0.0561756814424915,0.0520154952456399,Web/CloudOps,2.0
-car_parts/M/short,FLAIR,1.5103767030357378,1.4269297196758337,0.4744918294141092,0.8678265232602588,0.7928108674238646,1.673403424376445,12.192917178714069,1.2289738414774083,2.946953203185872,1.1377827333545716,0.9679604261796044,Sales,1.0
-covid_deaths/D/short,FLAIR,2161760.1345891105,4253831.408270677,350.04887218045116,44.122093231046925,0.1456652568846735,0.1619112969898991,898.5503233162333,1470.292533677945,0.5532047210626532,0.1317075916916135,0.1067110833912594,Healthcare,1.0
-electricity/15T/short,FLAIR,211985.99814680975,210663.58732311975,77.04378956938156,1.4191761195880146,0.2284946637340498,0.2119759976841636,20.252191787318353,460.4193720368527,0.9075773626490128,0.1518684998776899,0.1290300773209015,Energy,1.0
-electricity/15T/medium,FLAIR,311574.0141508347,307428.40445018717,65.3217936280954,1.0442944506962324,0.1867434169453923,0.1571063889093397,8.181328533369642,558.1881530011495,0.96181454551687,0.1125560456863081,0.089115772025721,Energy,1.0
-electricity/15T/long,FLAIR,365712.1021856637,360201.5993805811,68.4781243849528,1.0703113668817896,0.1912109575861494,0.1565305476223269,8.195396810629608,604.741351476533,0.954053631862007,0.1080326376111849,0.0854300239615816,Energy,1.0
-electricity/D/short,FLAIR,4378298384.914636,4088194299.44017,6279.116149215521,1.7874760967454115,0.4848084021931333,0.1097235101260359,14.57310062012003,66168.71152527179,1.0873717184867306,0.103186735246349,0.0810483716301433,Energy,1.0
-electricity/H/short,FLAIR,2227795.540965558,2200340.308165136,214.09158588329785,1.159912384779041,0.2384834224031499,0.1392781970897811,13.043116184992344,1492.5801623248103,0.7046044444123519,0.1010665200652941,0.0831354999192747,Energy,1.0
-electricity/H/medium,FLAIR,7669402.802910813,7497248.765062359,278.42175893037614,1.226568229107115,0.2264810499880225,0.1353754452856468,10.05130068186465,2769.368665040972,1.0809758810080432,0.1086771905636188,0.0860416936276529,Energy,1.0
-electricity/H/long,FLAIR,13611100.92176506,12768603.176846229,324.299182470965,1.3258398467258734,0.3290286411409824,0.1437804422017796,10.870799000049487,3689.3225559396487,1.4550678903003402,0.1279035161901065,0.1007183658174637,Energy,1.0
-electricity/W/short,FLAIR,88067331299.68686,87507577640.4492,32765.23532147268,1.667088691661407,0.1666778375512283,0.106912625756423,13.537954506832522,296761.40466658876,0.6771116161342801,0.0747594568992824,0.058132867969101,Energy,1.0
-ett1/15T/short,FLAIR,4.894772468847958,4.879780243325487,1.1640304719586363,0.7414234839943651,0.4192236761470445,0.2669172238511235,6.432899779419584,2.2124132680961663,0.4182381537599476,0.2200501879701885,0.1894213797197732,Energy,7.0
-ett1/15T/medium,FLAIR,10.036427983898214,10.132424941195918,1.8370270585825623,1.148078197899691,0.7807374297635133,0.4573158174935943,9.16749066620604,3.1680321942647955,0.6038299972346152,0.3501391323332955,0.289816946684414,Energy,7.0
-ett1/15T/long,FLAIR,9.16389568497823,9.188822460906412,1.8055878475946887,1.1436063442844946,0.7637057171813894,0.456725186154553,9.114285440794916,3.0271927069445432,0.5769859230581058,0.3441468290132232,0.2868454898773583,Energy,7.0
-ett1/D/short,FLAIR,41179.20773293343,42523.93234522832,139.24647924341622,1.791496708617329,0.9058322321800332,0.5159396444383436,12.403158702893956,202.92660676444928,0.532993463811141,0.3657354965857376,0.2841411784432137,Energy,7.0
-ett1/H/short,FLAIR,105.85772228975428,108.44132519867388,5.684955175379343,0.9429345449341489,0.582493190184887,0.309965030181309,6.31473062927492,10.288718204409832,0.480216571489408,0.265340116149894,0.2039541322167108,Energy,7.0
-ett1/H/medium,FLAIR,149.09511097247517,149.6972295810591,7.642521609191797,1.431921870285855,4457727467279.771,0.488468584242379,9.837696626280604,12.210450891448488,0.5848516529286364,0.3660586685467119,0.2823112362400554,Energy,7.0
-ett1/H/long,FLAIR,153.0759338794756,154.1550566360392,7.702887752347848,1.4546850810634189,3364797685541.089,0.502959038922135,9.06359895176161,12.372385941259497,0.5924867659993799,0.3688746111633349,0.2854065945591094,Energy,7.0
-ett1/W/short,FLAIR,1255591.5718597814,1449459.8851853365,929.893137762709,1.6150219349797972,0.5571457094902761,0.6101790221906965,7.719895330701189,1120.5318254560116,0.4458863579212325,0.370026673971732,0.2753618408595323,Energy,7.0
-ett2/15T/short,FLAIR,8.109368644215289,8.090095819370262,1.8592015794162735,0.8094933244025095,0.1146041009350557,0.1392575945025397,5.9701834164448275,2.8476953215214738,0.135190227463108,0.0882629130024929,0.0701435171063979,Energy,7.0
-ett2/15T/medium,FLAIR,13.648142928764116,13.600975785717116,2.3993027049772397,1.0105991123143314,0.1561080198399952,0.1939014658343535,7.554103946963846,3.6943393088296745,0.1968780159957531,0.1278631757511208,0.1019705565082035,Energy,7.0
-ett2/15T/long,FLAIR,13.04643074068347,13.029203650863025,2.4663831461821095,1.0722683015253116,0.1711899581282446,0.216932807681899,8.182674930853146,3.611984321766011,0.1924891699518345,0.1314380136510857,0.1050909026443912,Energy,7.0
-ett2/D/short,FLAIR,156091.50669406605,155885.61337036244,253.23087117151636,1.6893133005125012,0.3861209086380799,0.1835703540180587,19.18373013247055,395.0841767194253,0.2261170726037842,0.1449306923847602,0.115643588880426,Energy,7.0
-ett2/H/short,FLAIR,126.51858247305924,125.65122529345858,7.091802495910216,0.834383487093402,0.1318650391802093,0.1269662198069472,6.211919694776326,11.248047940556583,0.1426565444924963,0.0899437879031435,0.0723571961161511,Energy,7.0
-ett2/H/medium,FLAIR,284.08903910072183,285.47361930172787,11.108853730200208,1.272092559293609,0.2010273564395029,0.2245152924062058,10.70509414864217,16.854941088616176,0.2271311559427728,0.1496989384699601,0.1216425680852661,Energy,7.0
-ett2/H/long,FLAIR,316.9810320774509,330.83708125035633,12.406928243810926,1.494992131168154,0.2519626062889245,0.2956522221670619,11.877313413381303,17.80396113446249,0.2438115447959697,0.169903333221785,0.1343666907789368,Energy,7.0
-ett2/W/short,FLAIR,6428518.133794708,6831536.838551807,1725.7088433854085,1.1252886108697937,0.1692482636883107,0.1963500581271429,9.959431025748328,2535.452254292064,0.2126855334591811,0.144760488125671,0.1118521328572567,Energy,7.0
-hierarchical_sales/D/short,FLAIR,28.34691931996693,29.038693675072345,2.3487391484084332,0.7600420635205424,0.6564368892157365,0.9695861165378332,7.251654358636714,5.324182502503734,1.6334002300037451,0.7205671600147117,0.5859190773926534,Sales,1.0
-hierarchical_sales/W/short,FLAIR,492.5721538268008,453.8763241525424,9.110434322033898,0.737912920434312,0.5614557946844444,0.4651080565225747,6.748454153113816,22.193966608670944,1.0189358628806096,0.4182644959694578,0.3489380902782,Sales,1.0
-hospital/M/short,FLAIR,4078.083158895589,3888.411016949152,20.130921338548458,0.7886545565976327,0.2031444956129767,0.1806938043030814,5.223601473443559,63.85987127215016,0.231826161884877,0.0730799191441108,0.0569181723063101,Healthcare,1.0
-jena_weather/10T/short,FLAIR,1593.1951434397592,1547.272958868031,9.152767518152965,0.3242504548983626,0.4429209481648607,0.4524335567797208,5.332729817512181,39.91484865861023,0.2479212553996337,0.056850162025905,0.0546103958633864,Nature,21.0
-jena_weather/10T/medium,FLAIR,2259.1438082857453,1912.4874286275767,12.04129966423836,0.6739517791898705,0.90366223326325,0.5629232006316459,8.205313708146095,47.530451378939645,0.2916935352746315,0.0738972420093452,0.0645119081262765,Nature,21.0
-jena_weather/10T/long,FLAIR,2406.645935267782,1973.114060405894,12.684152294885983,0.7260764262932538,0.952109177510956,0.557806728722826,8.607807517160483,49.057577755814464,0.3001917302626781,0.0776165028626152,0.0684822560575462,Nature,21.0
-jena_weather/D/short,FLAIR,456.0673438843025,410.0474629807631,10.732718287250869,1.4612328062698468,0.8010894388180941,0.4774885065609043,10.064739064581527,21.355733279012043,0.1285964186672407,0.0646285059039056,0.053332083627995,Nature,21.0
-jena_weather/H/short,FLAIR,3468.918214021415,3248.6829851693196,16.7380838266578,0.6928588769845022,1.4767841431963669,0.5177500225902655,5.9842938233368,58.8975229871462,0.3610380531659051,0.1026033845230316,0.0793630172147111,Nature,21.0
-jena_weather/H/medium,FLAIR,4752.039048109573,4758.395931224254,21.166002369395297,0.9250148121262156,3.21453282858427,0.6116055374289797,6.819597621970836,68.93503498301551,0.4218256728935998,0.1295185125261415,0.0976179942639312,Nature,21.0
-jena_weather/H/long,FLAIR,4817.075531931716,4757.473027270097,23.14229187653804,1.3272838524767243,3.1048218002059236,0.6226226413947631,9.959297385686549,69.40515493774015,0.4178959700818728,0.1393422509082954,0.1054612748206954,Nature,21.0
-kdd_cup_2018/D/short,FLAIR,2834.7698212635128,3047.6769262705557,21.986762998329233,1.2445147118999254,0.506021029038369,0.4959587716460485,10.281623097069971,53.24255648692606,1.1926897632250453,0.4925268222423118,0.3980057953507411,Nature,1.0
-kdd_cup_2018/H/short,FLAIR,4693.218813974203,4940.273479067065,25.56724377549594,1.0535169707344625,0.8864216084345744,0.5685034682015825,8.288793602059213,68.50707126986383,1.4339770861122425,0.5351687212650553,0.4280556484200076,Nature,1.0
-kdd_cup_2018/H/medium,FLAIR,5229.935501458786,5685.18091179842,27.443189401201987,1.1089117993707756,0.8146210590920014,0.6075266137388511,8.911469841294444,72.31829299325854,1.513752846879206,0.5744356560986208,0.4607205083486032,Nature,1.0
-kdd_cup_2018/H/long,FLAIR,3998.875232191333,4354.93562439282,25.25150664546441,1.060734013934471,0.881256866309101,0.6522508446773746,8.229314861828458,63.23666050789947,1.4837875881819338,0.5925023845741072,0.4738356938600278,Nature,1.0
-loop_seattle/5T/short,FLAIR,51.11481061562328,51.37956077081342,4.344853456192944,0.6751331400521111,0.1180541521144029,0.0910260826661919,7.516408171138346,7.149462260591581,0.1225974888154313,0.0745046415499544,0.063742864055267,Transport,1.0
-loop_seattle/5T/medium,FLAIR,105.49702385551532,106.90871283784227,7.114097176064897,1.1068712914486336,0.226839486921214,0.1571402810782322,9.990132116647818,10.27117441461858,0.1827453260953946,0.1265744262373704,0.1042119520881773,Transport,1.0
-loop_seattle/5T/long,FLAIR,110.95251277982064,112.01008806568096,7.2637795806807395,1.1310456334671877,0.234014359477333,0.1587976828920266,10.341050222520506,10.533399868030296,0.1862326355504282,0.128425088985112,0.1066210615688526,Transport,1.0
-loop_seattle/D/short,FLAIR,20.423312811651765,20.541238544906243,3.1217445994364015,0.9427603253205424,0.0580001350572234,0.0575612743582355,10.046422408098412,4.519215950986605,0.0807644332076011,0.055789751126482,0.0461204188792499,Transport,1.0
-loop_seattle/H/short,FLAIR,68.56912280325089,73.75632590580655,4.724818810448197,0.958522283772076,0.1245537318319318,0.1064689562073598,8.652369609847995,8.280647486957218,0.1465758768169621,0.0836340951638796,0.0679132765076037,Transport,1.0
-loop_seattle/H/medium,FLAIR,70.80417004843872,74.92711537236819,4.902011278840862,1.0080596204917087,0.1252904303013472,0.1094617491056464,9.487492656694624,8.414521379641192,0.148725706687588,0.0866424908492207,0.0702614827637488,Transport,1.0
-loop_seattle/H/long,FLAIR,64.0184941681368,69.59048402099363,4.5574374392851045,0.955634360365638,0.129315524212665,0.1037304691242701,8.652816538572091,8.001155802016156,0.1429913662065921,0.0814475085812276,0.0661198154734466,Transport,1.0
-m4_daily/D/short,FLAIR,903903.6719757213,889086.7112334432,250.22967826174843,5.2376736765025,0.0515006767311773,0.0386527203248401,41.03645726028208,950.7384876903434,0.1468628295372474,0.0386535719964297,0.0313378878651908,Econ/Fin,1.0
-m4_hourly/H/short,FLAIR,2636314.6956813554,2669975.3961696746,326.9937822139124,1.8143334732750775,0.1436036936449073,0.1294296830071511,12.778036405363084,1623.6732108652143,0.2216672321627752,0.044641868913493,0.0341598669725606,Econ/Fin,1.0
-m4_monthly/M/short,FLAIR,2128471.2668109424,2104689.208333717,616.8562560715127,1.0969836332430645,0.1682137778836925,0.1410850424495471,11.114469582858163,1458.928122564968,0.3032153554106957,0.1282039094518213,0.1043662055181027,Econ/Fin,1.0
-m4_quarterly/Q/short,FLAIR,2319953.077630125,2204636.878947354,640.465119211722,1.3655239411459816,0.1320188880526501,0.1140961412240947,12.288219800066678,1523.139218072375,0.2549466848287975,0.107202583292521,0.0863570726756751,Econ/Fin,1.0
-m4_weekly/W/short,FLAIR,1291916.0161966586,1544968.8108643806,574.185813055862,6.409428969881271,0.1235720565916749,0.1175739071500548,47.39276897397371,1136.6248352894013,0.2070754303292279,0.1046077567865272,0.0834199974065666,Econ/Fin,1.0
-m4_yearly/A/short,FLAIR,3392367.415884046,3381358.87645824,839.5376962422075,3.0908443184594585,0.1630596575619417,0.1380614157204694,41.35708031399209,1841.8380536529387,0.2953472742658614,0.1346237633307686,0.1114624111338103,Econ/Fin,1.0
-m_dense/D/short,FLAIR,10304.414065355482,9852.94216262002,51.6076124037503,0.7562043674495385,0.1358983872103173,0.1089331279800226,7.442700882759094,101.51065986070373,0.1757299676124024,0.089340410836746,0.0742091448492799,Transport,1.0
-m_dense/H/short,FLAIR,47923.39920033758,49640.85696308499,96.1015368668024,0.8524483132594176,0.2970651421725176,0.223863775231651,9.02851540258622,218.91413659318025,0.3882991284098644,0.1704601794336123,0.1407385454996454,Transport,1.0
-m_dense/H/medium,FLAIR,36533.9439181033,35912.904038559405,84.01094394456783,0.7295067169004716,0.2503205497559305,0.2013122863887382,7.184318591322966,191.13854639528705,0.3325569229382326,0.1461684288085111,0.1199122575148962,Transport,1.0
-m_dense/H/long,FLAIR,35141.36284140033,34601.840318596594,81.68125118854313,0.714168497066971,0.2440646185681617,0.194369757670214,6.722404160964083,187.4602967067969,0.3245214852703481,0.1414023204919279,0.116000832985004,Transport,1.0
-restaurant/D/short,FLAIR,141.7439949670776,143.92584290650976,7.244699729149155,0.6931246096307933,0.6699570082008492,0.3977648565536122,4.7589491356806075,11.905628709441498,0.5479246182730567,0.3334178673360613,0.2619939899667213,Sales,1.0
-saugeen/D/short,FLAIR,1081.1922512474528,1154.4419691041564,14.281996203665027,3.1733118764428765,0.3555742180904656,0.3793125787667018,32.0448302504222,32.881487971918986,1.0650392299319449,0.4625972599425111,0.3870213221518546,Nature,1.0
-saugeen/M/short,FLAIR,365.70368994633577,392.6152553842791,12.13159345353726,0.7109054928585277,0.3412010290852971,0.3467426049434659,4.42822595119351,19.12338071435947,0.5741412586498914,0.3642268299146793,0.2843520574976339,Nature,1.0
-saugeen/W/short,FLAIR,1272.876480624292,1327.2817570880984,19.183817018106083,1.5565814181564257,0.5370207009097427,0.4899278372969246,10.875172490018429,35.67739453245279,1.0769518206192712,0.5790794685212666,0.4657650096221686,Nature,1.0
-solar/10T/short,FLAIR,21.59080304476631,21.197049141524406,2.150811471605633,0.9393391033061944,3.9993155815399697,1.309294627260993,20.286581292043884,4.646590475258855,1.3516926193440175,0.6256708025485763,0.5520764710555229,Energy,1.0
-solar/10T/medium,FLAIR,21.97149763364617,22.83769164390925,2.015253038417477,0.8850004391847756,4.405571150289507,1.3758578851998815,6.338258567110304,4.6873764126263815,1.040147421170858,0.4471926438999543,0.3663978354333073,Energy,1.0
-solar/10T/long,FLAIR,23.355267921581344,23.81808909616356,2.069483443572876,0.9094877767976196,4.329705818534183,1.389560791948047,6.44321807021219,4.832728827648138,1.0445169605757052,0.4472857123859023,0.3701422533288575,Energy,1.0
-solar/D/short,FLAIR,180764.00535749728,203462.5668760533,305.6386723349666,1.1966987159553752,1.3916016082772316,0.4642682282576678,7.0416576000212,425.16350426335663,0.614216451110677,0.4415437796548944,0.3549738914075224,Energy,1.0
-solar/H/short,FLAIR,749.4568783487402,789.2592843780673,11.603721081076252,0.8970513756006757,4.928181241682037,1.2736722761267438,5.909571886660219,27.376210080081215,1.0090961748292229,0.4277170040136003,0.3409202034733969,Energy,1.0
-solar/H/medium,FLAIR,950.354694575954,981.45059591095,12.63211996587793,0.9671204846503788,6.32186061229179,1.3340213614909977,6.80463917319209,30.827823383689513,1.110490150772406,0.4550384446832143,0.3742611312069565,Energy,1.0
-solar/H/long,FLAIR,975.6811847663072,983.9729958076126,13.23800186228041,1.008627419554139,8.72765209136671,1.337693910139118,7.037292716603288,31.235895773393587,1.0830054322659703,0.4589856501380914,0.3743546975747894,Energy,1.0
-solar/W/short,FLAIR,4091351.644940319,4222544.002636084,1706.0959561062923,1.8837933607134216,0.3937313747567419,0.3116297218467124,6.936724525698421,2022.7089867156667,0.4128854744091075,0.3482568391453078,0.2683298143333376,Energy,1.0
-sz_taxi/15T/short,FLAIR,17.603028898015545,17.95271439555892,2.855937665107906,0.571007570777583,806148033221.1439,0.4190255204408997,4.296678271155004,4.1955963697686105,0.392306187993549,0.2670423748620676,0.2108235506384534,Transport,1.0
-sz_taxi/15T/medium,FLAIR,17.474365516187927,17.63645652828896,2.8567778729774305,0.5585378713532622,11902810905914.947,0.4285501965164008,4.098691948548664,4.180235102980205,0.389040650741196,0.2658708649984398,0.2104224391057033,Transport,1.0
-sz_taxi/15T/long,FLAIR,16.637301349160165,17.037897375664947,2.8077792398926618,0.5324853258549372,7909714659770.688,0.4323584491225141,3.769297183574938,4.078884816853764,0.3775343128603058,0.2598830448990127,0.2051629626800974,Transport,1.0
-sz_taxi/H/short,FLAIR,8.940329809553765,9.062247876927394,2.110113660449912,0.6488797870556591,1.2679479812574237,0.3237051593827408,4.394445647902106,2.9900384294443048,0.2785405308943519,0.1965701087455172,0.1539746630440793,Transport,1.0
-temperature_rain/D/short,FLAIR,185.1927610789985,194.01761210702855,6.214507226452571,1.4683379219742323,40.632071537532575,1.3808251202806872,20.795751426860836,13.608554702061438,1.602086692993106,0.7316118095554252,0.5942149702449325,Nature,1.0
-us_births/D/short,FLAIR,202412.586201875,194479.31666666668,287.65,0.4232484483716013,0.027355082518602,0.027161341526116,3.9800581040395553,449.9028630736584,0.0421747426619937,0.0269648533548814,0.0218907717467373,Healthcare,1.0
-us_births/M/short,FLAIR,46394573.1670656,49489557.25,5518.166666666667,0.6253049759133151,0.0170430775626668,0.0172419886172323,5.288475993044492,6811.3561914691845,0.0211560258914634,0.0171393880442816,0.0140371709446474,Healthcare,1.0
-us_births/W/short,FLAIR,3729077.469913617,3392903.5803571427,1450.633928571429,1.318923177387234,0.01976247355117,0.0197188049689788,10.01889340826207,1931.081942827289,0.0262142480227496,0.0196922133392804,0.016025443783476,Healthcare,1.0

results/FLAIR/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "FLAIR",
-    "model_type": "statistical",
-    "model_dtype": "float64",
-    "model_link": "https://github.com/TakatoHonda/FLAIR",
-    "code_link": "https://github.com/TakatoHonda/FLAIR/blob/main/examples/gift_eval_reproduction.py",
-    "org": "Mellon Inc.",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/Falcon-2.0/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,Falcon-2.0,34.79869146671827,34.79869146671827,3.165793782048181,0.5046073830735429,0.08382794328026236,0.06722808952055971,3.8139705395168426,5.899041571875745,0.10115554243974227,0.05428637573978302,0.04289543563594564,Transport,1
-loop_seattle/5T/medium,Falcon-2.0,60.59137658023736,60.59137658023736,4.388246188483617,0.7041743514447301,0.13631773185926818,0.10037255585378169,8.544005019427189,7.784046285848856,0.1384941747068546,0.07807591475777867,0.06506148644686013,Transport,1
-loop_seattle/5T/long,Falcon-2.0,73.95734434124527,73.95734434124527,4.802549664602683,0.7677627802510621,0.15227183755446624,0.10848003606596147,12.006719287114102,8.599845599849179,0.15204702897155165,0.08491006024619396,0.0730340878939035,Transport,1
-loop_seattle/D/short,Falcon-2.0,15.076015866873066,15.076015866873066,2.6270803099200206,0.8033056653400341,0.04869412480247033,0.04835370106101651,6.868063492434749,3.8827845506637457,0.06939055289737296,0.04694943869084615,0.038015975819795544,Transport,1
-loop_seattle/H/short,Falcon-2.0,40.64532497555809,40.64532497555809,3.3482676690395685,0.6868969866820331,0.08963196934561242,0.0772387918090323,6.8415756193450035,6.375368614876954,0.11285050768131803,0.05926774264037615,0.0484208833899116,Transport,1
-loop_seattle/H/medium,Falcon-2.0,48.26443820949432,48.26443820949432,3.6793952367131064,0.7623743117062425,0.10235719159168602,0.08426667362051729,9.356399539146672,6.947261202048929,0.12279205021902835,0.06503289160178427,0.054512001334198784,Transport,1
-loop_seattle/H/long,Falcon-2.0,51.56273219814241,51.56273219814241,3.839823325163399,0.8095582622460344,0.10447665051492087,0.08916455699604403,11.070211168454621,7.180719476357673,0.12832907065900873,0.06862278361317496,0.0581217283868111,Transport,1
-m_dense/D/short,Falcon-2.0,8674.094814814815,8674.094814814815,45.55155092592592,0.6853955817612742,0.11651462020478132,0.09952957718460648,10.401116937077054,93.13482063554326,0.16123015096473303,0.07885647260979364,0.06747896231821313,Transport,1
-m_dense/H/short,Falcon-2.0,54124.142222222225,54124.142222222225,94.56653645833333,0.8050151004532052,0.28703004334164284,0.22568796793619791,13.134046208015205,232.6459589638776,0.41265595954466555,0.16773747120657367,0.14482291045249038,Transport,1
-m_dense/H/medium,Falcon-2.0,46964.386666666665,46964.386666666665,87.09888020833333,0.7270532074005347,0.2562844903284179,0.20666976928710937,12.194340540538349,216.7126822930921,0.37705268845164003,0.1515410477881675,0.13075591175691062,Transport,1
-m_dense/H/long,Falcon-2.0,45889.16938271605,45889.16938271605,88.2125,0.7512031268188484,0.25346617856783493,0.20985303337191358,13.33853775378148,214.21757486890763,0.37084228921392354,0.15270887767869748,0.13257494938715797,Transport,1
-sz_taxi/15T/short,Falcon-2.0,16.633131164625304,16.633131164625304,2.7266202933622368,0.5442053589310183,1143445482134.7913,0.3939945654118017,3.8949839860331963,4.078373593066886,0.38134537343316016,0.2549506587013649,0.20071765385122864,Transport,1
-sz_taxi/15T/medium,Falcon-2.0,16.39965110844017,16.39965110844017,2.7539915948851497,0.5370642470957374,9214619230642.105,0.4033317109458467,9.994368633012147,4.049648269719257,0.3768873662156792,0.25630488616443164,0.22639228108541248,Transport,1
-sz_taxi/15T/long,Falcon-2.0,15.524302216880342,15.524302216880342,2.685399973290598,0.5068881624678674,7429975276354.37,0.3960309411725427,11.584713760299929,3.940089112809549,0.3646876297331482,0.24855583797861816,0.22608029047867997,Transport,1
-sz_taxi/H/short,Falcon-2.0,6.8082823142027245,6.8082823142027245,1.795709463266226,0.5466106453802798,1.0426271226671007,0.2897816845494458,3.8867593692577254,2.6092685400707083,0.24306946601094293,0.16728141762483761,0.1319079357262729,Transport,1
-bitbrains_fast_storage/5T/short,Falcon-2.0,2201486.737455432,2201486.737455432,172.76466763022978,0.6969032169474898,2.0091388434684587,0.7439674069644906,13.216810675455976,1483.7407918687927,4.658579191644683,0.5424383356474909,0.4164219187059169,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Falcon-2.0,4139307.211098591,4139307.211098591,283.69814437936753,0.9776772771803262,3.112100839480604,0.8079191507889922,27.397760470622327,2034.5287442301205,6.181460596341249,0.8619533666995652,0.7442830286615542,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,Falcon-2.0,5147134.577059565,5147134.577059565,341.5196792777566,0.8659361057978853,2.2133547938299802,0.8276890082888793,24.055503707170686,2268.729727636054,5.9955753214964185,0.9025345487126983,0.8226082910956422,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Falcon-2.0,2715613.992134283,2715613.992134283,234.92044529556418,1.0602525448788722,1.6753076932930182,0.5816294175711599,20.7684805900993,1647.9120098276737,4.697084403806289,0.6695995618409338,0.5235735799103081,Web/CloudOps,2
-bitbrains_rnd/5T/short,Falcon-2.0,2077585.1975645444,2077585.1975645444,143.0544807842073,1.6482689451675858,1.691239664230082,0.6593454800371396,52.050108930258425,1441.383084944646,5.897723455966599,0.5853376355075952,0.47773442639560987,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Falcon-2.0,3972756.776978907,3972756.776978907,229.77445182809058,4.405098278164324,3.235265612743661,0.7124100672079607,164.50039609904223,1993.1775578153863,8.386312935600694,0.9667781227421158,0.8944270805396237,Web/CloudOps,2
-bitbrains_rnd/5T/long,Falcon-2.0,3130076.1529685957,3130076.1529685957,192.69335050459577,3.3079659591873822,1.8725169194423972,0.689039065215657,121.51371878469318,1769.2021232659076,6.777415034007671,0.738164844756335,0.6849199440535098,Web/CloudOps,2
-bitbrains_rnd/H/short,Falcon-2.0,2016976.828609181,2016976.828609181,156.24926473722348,5.7164302368730695,1.398650379375277,0.5411733418625592,204.93457197750615,1420.203094141532,6.21550387231539,0.683823260227218,0.5994402580030019,Web/CloudOps,2
-bizitobs_application/10S/short,Falcon-2.0,330796.3022222222,330796.3022222222,290.429375,1.0279463930653179,0.014216910468207465,0.014392118453979492,17.22660589421495,575.14893916465,0.022181195647568822,0.011200700114361055,0.00902266866434197,Web/CloudOps,2
-bizitobs_application/10S/medium,Falcon-2.0,848361.6,848361.6,514.2413541666666,1.3539793106409097,0.018968502680460613,0.0191828187306722,24.12244702532374,921.0654699857117,0.03616753014868517,0.020192744475386885,0.017362651412857196,Web/CloudOps,2
-bizitobs_application/10S/long,Falcon-2.0,4530203.875555555,4530203.875555555,1265.1219444444444,2.5792380344445496,0.03733446333143446,0.0382631344265408,71.16648150480893,2128.4275593864018,0.08208494339743867,0.048790696560289636,0.0464076484303135,Web/CloudOps,2
-bizitobs_l2c/5T/short,Falcon-2.0,19.028448195684526,19.028448195684526,2.736689976283482,0.2693595336537048,0.12284313167665294,0.19352511451357887,4.353141437958575,4.362160954811792,0.14981426388327107,0.09398901107062106,0.0804192667681492,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Falcon-2.0,41.50130739795918,41.50130739795918,3.8800535448554423,0.37586569873641934,0.29217490305744365,0.5601578693000637,9.373218242023807,6.4421508363247115,0.3389518699214534,0.20414787511781055,0.1886587278424243,Web/CloudOps,7
-bizitobs_l2c/5T/long,Falcon-2.0,56.679608134920635,56.679608134920635,4.267079923115079,0.4217702706730314,0.3037443773823152,0.6723547557043651,11.608687088955078,7.528586064788038,0.4227188522814629,0.2395901583869671,0.2248362232368322,Web/CloudOps,7
-bizitobs_l2c/H/short,Falcon-2.0,49.306222098214285,49.306222098214285,3.995548066638765,0.37530440513284785,0.32574865400648234,0.605705321781219,5.527283924925875,7.0218389399226675,0.37849510210215653,0.21537027356727845,0.18434142456975405,Web/CloudOps,7
-bizitobs_l2c/H/medium,Falcon-2.0,54.722991071428574,54.722991071428574,4.0866824195498515,0.38834003960537117,0.35660909138172925,0.7568650018601191,5.436292888126652,7.397498974074182,0.44792979903589275,0.2474548278178814,0.2120594814694843,Web/CloudOps,7
-bizitobs_l2c/H/long,Falcon-2.0,71.09996899801587,71.09996899801587,4.737652684771826,0.5079476051244822,0.59553871412669,0.7683946397569444,8.601989862764738,8.432079755197757,0.5150557679283202,0.2893894996935535,0.25301299679219613,Web/CloudOps,7
-bizitobs_service/10S/short,Falcon-2.0,2958.068783068783,2958.068783068783,19.690401785714286,0.8258760349752257,0.0616660724619709,0.05513021479208002,13.656315645522469,54.38813090251202,0.040292466117421835,0.01458727912917985,0.012098422036343936,Web/CloudOps,2
-bizitobs_service/10S/medium,Falcon-2.0,37233.978412698416,37233.978412698416,43.30775793650793,1.0711081073128463,0.07370415581597223,0.07195551312158978,22.388248784608468,192.96108004646538,0.14522705599199542,0.03259443917508396,0.029447468841696592,Web/CloudOps,2
-bizitobs_service/10S/long,Falcon-2.0,132100.46984126983,132100.46984126983,79.34636904761905,1.3907029666673152,0.08362777467757937,0.08409672489872685,37.21037466111951,363.45628326013275,0.26926003404442395,0.05878232683013523,0.0566771632184002,Web/CloudOps,2
-car_parts/M/short,Falcon-2.0,1.3688836643162738,1.3688836643162738,0.4757428514509225,0.8834687628543669,0.8041522693320231,1.8766440164366613,16.776847224454052,1.1699930189177514,2.8055232409665227,1.1407825558684592,0.9833563945609782,Sales,1
-covid_deaths/D/short,Falcon-2.0,1637890.309774436,1637890.309774436,211.77098997493735,35.204684355322264,0.09981471828855204,0.3748981217692669,709.1718466361557,1279.8008867688895,0.4815313118741575,0.07967986557422622,0.06609279469357315,Healthcare,1
-electricity/15T/short,Falcon-2.0,119740.13239864865,119740.13239864865,46.75780739724099,0.8875916619855043,0.15011894784504703,0.1542323076402819,9.77952662919886,346.03487165118,0.6821029404001013,0.09216885500623771,0.0767565578937375,Energy,1
-electricity/15T/medium,Falcon-2.0,243595.88254954954,243595.88254954954,52.211809403153154,0.81394742374108,0.12045232898923999,0.12848258738474802,9.412441793678617,493.5543359646935,0.8504438209419726,0.0899662052412563,0.07575198159095803,Energy,1
-electricity/15T/long,Falcon-2.0,302944.01336336334,302944.01336336334,56.97744660285285,0.8597239370892176,0.12813214656525693,0.13027217610677083,10.221450230787198,550.4035005006448,0.8683289764422517,0.08988890485606625,0.0757759851712527,Energy,1
-electricity/D/short,Falcon-2.0,1029218682.4556396,1029218682.4556396,3796.034810810811,1.255048156374045,0.22086699016536798,0.08789152898015203,11.78814048342781,32081.43828533315,0.5272045737870414,0.06238145860901833,0.050322804718489586,Energy,1
-electricity/H/short,Falcon-2.0,1526147.232972973,1526147.232972973,165.5563006756757,0.920829035921512,0.16487436552660042,0.12513469386745144,10.67116432598678,1235.37331724988,0.5831844285425453,0.0781543969365436,0.06468284034951491,Energy,1
-electricity/H/medium,Falcon-2.0,5245375.858738739,5245375.858738739,239.9316990427928,1.0684061763977295,0.17834901443659715,0.12983781969225083,13.743891560747175,2290.2785548353586,0.8939711944186635,0.09365324891128975,0.0788355548543197,Energy,1
-electricity/H/long,Falcon-2.0,6758478.672720721,6758478.672720721,258.7039039039039,1.1285911903657948,0.2627109056535632,0.136790259009009,16.406043615188935,2599.707420599618,1.02532383775935,0.10203274318188321,0.08721931869866667,Energy,1
-electricity/W/short,Falcon-2.0,36154475853.953156,36154475853.953156,27389.94954954955,1.5618566568781986,0.1913579402737333,0.10134597039437508,21.555162830681297,190143.30346860274,0.4338442710196506,0.06249482615911056,0.051378514059520014,Energy,1
-ett1/15T/short,Falcon-2.0,5.364632161458333,5.364632161458333,1.1529359363374256,0.7370517062825173,0.5520796375376898,0.2435674576532273,8.911219445896295,2.31616755902036,0.437852079492371,0.21795288310675634,0.18702297363183043,Energy,7
-ett1/15T/medium,Falcon-2.0,10.081488095238095,10.081488095238095,1.6073325892857142,1.0097210678718793,0.7673440948130181,0.38203946552579365,16.5744611117157,3.175135917600709,0.60518404528693,0.3063591807561073,0.2704634493592067,Energy,7
-ett1/15T/long,Falcon-2.0,8.903436259920635,8.903436259920635,1.5538640873015872,1.0023222089238895,0.7494007708900773,0.38322591145833335,16.706737559572822,2.9838626409271316,0.5687271696329038,0.2961680314113455,0.26094038870675573,Energy,7
-ett1/D/short,Falcon-2.0,38304.89523809524,38304.89523809524,130.01901041666667,1.605351916135246,1.6018073187934028,0.44328889392671134,11.6947001631385,195.7163642572977,0.5140555226999199,0.3414992436340119,0.2670195558128473,Energy,7
-ett1/H/short,Falcon-2.0,139.21459263392856,139.21459263392856,5.761409505208333,0.9525265567689392,0.5963874090285528,0.2939123789469401,11.141825659731914,11.798923367575897,0.5507040249595956,0.26890855251063156,0.22964494083613118,Energy,7
-ett1/H/medium,Falcon-2.0,201.11651785714287,201.11651785714287,7.788730585007441,1.3892998629938262,4682974878017.091,0.4702333722795759,25.29616115306583,14.181555551389378,0.6792628936526891,0.3730617319011265,0.3270707424745609,Energy,7
-ett1/H/long,Falcon-2.0,195.46684854497354,195.46684854497354,7.912364107969577,1.4574753565183247,2907803081451.0547,0.4935356987847222,28.0995441955981,13.98094591023703,0.6695172190146973,0.37890598013977184,0.3357762388523373,Energy,7
-ett1/W/short,Falcon-2.0,1016991.2857142857,1016991.2857142857,803.2451869419643,1.439420130556924,0.5786974770682198,0.4838168961661203,9.355037046826592,1008.4598582562846,0.4012902472668853,0.3196304315386641,0.2393109049503695,Energy,7
-ett2/15T/short,Falcon-2.0,10.057653227306547,10.057653227306547,1.9926977248418898,0.8328824150186863,0.11711546710374415,0.1355131603422619,13.015346835315228,3.171380334697582,0.15055670653373335,0.09460044993249522,0.08284267981765264,Energy,7
-ett2/15T/medium,Falcon-2.0,15.333355654761904,15.333355654761904,2.3799348958333333,0.9702696261341521,0.14248709935332232,0.1690786597842262,19.24035351973645,3.915782891678483,0.20867915837861578,0.1268310385935403,0.11443424091257766,Energy,7
-ett2/15T/long,Falcon-2.0,16.453937251984126,16.453937251984126,2.478484157986111,0.9999496148414568,0.14702341411870956,0.1751886276971726,21.757912580497685,4.056345307291297,0.21616998394304687,0.13208290716076315,0.1207646470970002,Energy,7
-ett2/D/short,Falcon-2.0,67315.72063492064,67315.72063492064,150.61789434523808,1.0007893031797797,0.1991854713076637,0.10453367687406995,7.262323363038016,259.45273294941535,0.14849164449640653,0.08620259485287805,0.06889986214053835,Energy,7
-ett2/H/short,Falcon-2.0,112.73433779761905,112.73433779761905,6.631212216331845,0.7726373305219124,0.12597799990567707,0.1163982936314174,5.603654182610141,10.61764276087772,0.1346612527726863,0.08410222161015425,0.06687418691229702,Energy,7
-ett2/H/medium,Falcon-2.0,226.77931547619048,226.77931547619048,9.56899646577381,1.049912711271552,0.1733508468578645,0.17155730837867372,13.785454624025839,15.059193719326094,0.20293231957301333,0.12894838096765945,0.10971216059624517,Energy,7
-ett2/H/long,Falcon-2.0,242.26028439153438,242.26028439153438,9.774912161044973,1.0879498432485277,0.18629794639276884,0.18554597077546298,18.80122488529335,15.564712795022412,0.2131467622401423,0.1338598987174905,0.11788348892235197,Energy,7
-ett2/W/short,Falcon-2.0,2955211.4285714286,2955211.4285714286,1161.5366908482142,0.7559917467599673,0.12095379829406738,0.1282057421548026,8.806184088321166,1719.0728398097121,0.14420385626713056,0.09743512091937598,0.08474128184729142,Energy,7
-hierarchical_sales/D/short,Falcon-2.0,26.246199359239355,26.246199359239355,2.2463878087536173,0.7303535532166443,0.6538896453959511,1.072555404480157,6.517002672366269,5.123104464993795,1.5717117149006317,0.6891669024813251,0.554057796607633,Sales,1
-hierarchical_sales/W/short,Falcon-2.0,476.53221001059325,476.53221001059325,8.93308891684322,0.7184463539448847,0.5110972105954242,0.4568992873369637,6.752110474673542,21.82961772479292,1.0022084274054746,0.41012248167106397,0.3463449512515473,Sales,1
-hospital/M/short,Falcon-2.0,1713.2604302477184,1713.2604302477184,15.622297370708388,0.7048628698058916,0.17835092026479657,0.1634962072791042,4.581538909609658,41.39155022764572,0.15026093903081447,0.056712567174481095,0.04455271222066714,Healthcare,1
-jena_weather/10T/short,Falcon-2.0,724.3797123015873,724.3797123015873,5.090711805555555,0.24325854380271214,0.29724815706104546,0.5237744043743799,2.2702433335583927,26.914303117517036,0.1671715546316142,0.031619700610503655,0.02622004038060968,Nature,21
-jena_weather/10T/medium,Falcon-2.0,1234.261616161616,1234.261616161616,7.9957747113997115,0.4378065821124042,0.642558072560372,0.5852143434907107,7.985858549777739,35.13205966295765,0.2156048495575065,0.04906993271347297,0.043033404924683785,Nature,21
-jena_weather/10T/long,Falcon-2.0,1432.2607142857144,1432.2607142857144,8.878336846891534,0.4848657458134081,0.6073675789100518,0.6005626214244378,9.95698581439357,37.845220494610864,0.23158139358201962,0.05432806554757732,0.0486742156187637,Nature,21
-jena_weather/D/short,Falcon-2.0,347.19389880952383,347.19389880952383,9.288143291170634,1.0251319387809181,0.6224835132786062,0.44869922456287203,6.56149534568514,18.633139800085328,0.11220195605139394,0.055929803379149476,0.04402629611862746,Nature,21
-jena_weather/H/short,Falcon-2.0,1466.9951963241438,1466.9951963241438,9.503622337092732,0.5461102112030594,1.4539618584292344,0.6235677899175021,5.460171134629734,38.3013732955379,0.234784952581543,0.05825659311352047,0.05087842259294936,Nature,21
-jena_weather/H/medium,Falcon-2.0,1516.029265873016,1516.029265873016,11.006687903025794,0.7592804706446613,2.977423558911429,0.6662387424045139,9.945245874348217,38.93622048777996,0.23825763862392088,0.06735187534877565,0.060007904782241016,Nature,21
-jena_weather/H/long,Falcon-2.0,1550.2522486772486,1550.2522486772486,12.262138310185184,0.9382612614400712,3.338804706385979,0.6566388165509259,15.511217147258469,39.37324280113652,0.23707054428931432,0.07383165816513705,0.06582707342692534,Nature,21
-kdd_cup_2018/D/short,Falcon-2.0,1331.568056386728,1331.568056386728,14.82638888888889,0.9226700425887777,0.46535524563218966,0.35806833872556354,6.772590727901629,36.490657110919884,0.817429441056918,0.332126844016469,0.26385518283459747,Nature,1
-kdd_cup_2018/H/short,Falcon-2.0,3937.551378278403,3937.551378278403,18.038555580360082,0.7641357957555586,0.663608597751276,0.41835446118422354,6.944476587359064,62.74991138064183,1.3134692943507653,0.3775796387268185,0.3093897099340887,Nature,1
-kdd_cup_2018/H/medium,Falcon-2.0,4376.88437995024,4376.88437995024,20.914196574708306,0.8931439744082998,0.8118737163001356,0.4827550305954988,10.480585645612345,66.15802581660247,1.3848072981081792,0.43777201168323016,0.36872603295332257,Nature,1
-kdd_cup_2018/H/long,Falcon-2.0,3487.3466173739316,3487.3466173739316,19.998555785353965,0.876503218655157,0.8518115092736382,0.5188327841851172,11.90472454641805,59.05376039994347,1.385639848991711,0.46924693077626095,0.40058097049432934,Nature,1
-m4_daily/D/short,Falcon-2.0,442891.292439758,442891.292439758,174.3725988754267,3.0596096840523512,0.036079636027513295,0.028877682521314302,26.053410513058726,665.5007831999584,0.10280147958465852,0.026935747659413343,0.021623856152643974,Econ/Fin,1
-m4_hourly/H/short,Falcon-2.0,189854.06763285023,189854.06763285023,104.8456244967794,0.6160715286910803,0.0740874408715781,0.0704907157762807,5.789976621797068,435.7224662934541,0.059485734227850064,0.014313741971633747,0.01139434926495883,Econ/Fin,1
-m4_monthly/M/short,Falcon-2.0,1720224.5311481482,1720224.5311481482,523.0796948784722,0.8982446060276312,0.14363647259606255,0.12167812965534351,7.484958947318559,1311.5733037646612,0.2725899594668853,0.10871391817415194,0.08719078500423977,Econ/Fin,1
-m4_quarterly/Q/short,Falcon-2.0,1893057.5546666668,1893057.5546666668,584.3609466145833,1.2315735136959234,0.12013799301783244,0.10642605686187744,9.746256303747932,1375.8842809868374,0.2302988001023097,0.09781173220139132,0.07847832611702943,Econ/Fin,1
-m4_weekly/W/short,Falcon-2.0,84857.75358902935,84857.75358902935,142.71046710949219,1.4089537031991122,0.03402120468829514,0.03397368894339579,9.865607323322918,291.30354201250174,0.053070990924906476,0.025999635474847686,0.020547043813588663,Econ/Fin,1
-m4_yearly/A/short,Falcon-2.0,3671875.0996198603,3671875.0996198603,895.1310720814835,3.300174696674619,0.17240228611719816,0.15026184141364343,34.74029441152608,1916.213740588419,0.30727375561273507,0.1435384166484844,0.11785897337798344,Econ/Fin,1
-restaurant/D/short,Falcon-2.0,138.10859717941534,138.10859717941534,7.072941475203138,0.6794686911636255,0.6600574262894602,0.39126108357850004,4.603411559276762,11.751961418393755,0.5408524934955037,0.3255131545295898,0.25493373450970364,Sales,1
-saugeen/D/short,Falcon-2.0,817.0493229166667,817.0493229166667,10.970408528645834,2.436249173478506,0.2521013387044271,0.2930852254231771,52.92697718393198,28.584074638103413,0.9258449881246725,0.3553341461118165,0.31857369441362393,Nature,1
-saugeen/M/short,Falcon-2.0,387.9248744419643,387.9248744419643,12.824945359002976,0.7511351859318063,0.3865818296160017,0.384347779410226,6.897030525605598,19.695808550094213,0.5913272595460717,0.3850433341529949,0.3176134777842792,Nature,1
-saugeen/W/short,Falcon-2.0,1012.0009765625,1012.0009765625,15.13946533203125,1.2280146250239106,0.3974357843399048,0.41165752410888673,29.086583480592317,31.811962790159615,0.9602705492737551,0.4569973498962362,0.4150764702708565,Nature,1
-solar/10T/short,Falcon-2.0,22.497615381691,22.497615381691,1.8913675201490268,0.821104208944601,4.353140660896171,1.50660106352646,9.63445403884488,4.743165122752,1.3797862205556757,0.5501986067889705,0.45825809523287475,Energy,1
-solar/10T/medium,Falcon-2.0,17.318462798606504,17.318462798606504,1.6260764436103738,0.7060723763752991,2.7854687150811976,1.4403973850394756,8.814685950958683,4.161545722277541,0.9234634872631197,0.36083280669833323,0.30409177119388425,Energy,1
-solar/10T/long,Falcon-2.0,18.453845264345095,18.453845264345095,1.6619450008395429,0.7236396430916311,2.9751017092500085,1.4391661084228107,10.353135796972845,4.2957939038488675,0.9284670337826431,0.3592027876050708,0.3065466747658118,Energy,1
-solar/D/short,Falcon-2.0,121248.4905109489,121248.4905109489,246.58412408759125,0.9605133486416529,1.0428781031402068,0.42259509604052614,5.26864102237425,348.20753942289775,0.5030412934545627,0.3562300716749657,0.2660877729272736,Energy,1
-solar/H/short,Falcon-2.0,705.3494365475733,705.3494365475733,10.794216559018441,0.8290341009104254,4.246521657325068,1.4021298712212769,5.769464788510347,26.55841555039708,0.9789520696851048,0.3978784284412006,0.3161371896100546,Energy,1
-solar/H/medium,Falcon-2.0,767.5161800486618,767.5161800486618,11.407008439781022,0.870824679387818,4.302001119129847,1.4069757744128224,7.227751643020059,27.70408237153257,0.9979657086673096,0.410907068088908,0.3333473352844508,Energy,1
-solar/H/long,Falcon-2.0,682.9958637469587,682.9958637469587,10.746714061232765,0.8175847485049229,4.958561174611796,1.394968907931487,7.827898312837166,26.134189555962102,0.9061199801122446,0.37260816183276996,0.30573918986792165,Energy,1
-solar/W/short,Falcon-2.0,1814993.284671533,1814993.284671533,1026.605155109489,1.1277696734347058,0.22856344793834826,0.1963989926080634,6.292820540105039,1347.2168662362913,0.27500064448278155,0.20955577855342794,0.1588476528003873,Energy,1
-temperature_rain/D/short,Falcon-2.0,174.70296557172296,174.70296557172296,5.624984464379904,1.2975805810478416,19.991810675147757,1.4980972040446674,21.086436231986067,13.217524941218116,1.556052128661437,0.6622093840118917,0.541868809697396,Nature,1
-us_births/D/short,Falcon-2.0,112888.96,112888.96,259.048125,0.381296486121603,0.02448903560638428,0.02463327725728353,10.152610907092981,335.9895236461994,0.03149629144410306,0.024283659664460295,0.022676524313798116,Healthcare,1
-us_births/M/short,Falcon-2.0,61633568.0,61633568.0,6229.33203125,0.7080632283115954,0.0191944216688474,0.019466586410999298,19.612241672797733,7850.704936500925,0.024384236007341818,0.01934826281801326,0.0182183963252477,Healthcare,1
-us_births/W/short,Falcon-2.0,1274012.7142857143,1274012.7142857143,885.9559151785714,0.8061659150271421,0.012008762785366603,0.012028016149997711,13.85800379977334,1128.7217169372238,0.015322286631263128,0.012026764676650684,0.010419560991812234,Healthcare,1

results/Falcon-2.0/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "Falcon-2.0",
-    "model_type": "pretrained",
-    "model_dtype": "float32",
-    "model_link": "https://github.com/ant-intl/Falcon-TST",
-    "code_link": "https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/falcon-2.ipynb",
-    "org": "ant-intl",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/Falcon-Agent/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,Falcon-Agent,3142903.3020147844,3142903.3020147844,302.3615234869982,0.8179214180466294,2.9929140678411588,0.8116133501405909,14.572584614243182,1772.8235394462654,4.685043318991954,0.7990512332521554,0.6212326323143874,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Falcon-Agent,2933074.595316561,2933074.595316561,263.9360584493662,0.9163343907131575,3.3366532197859713,0.7970680760046763,20.12662475247449,1712.6221402622823,5.203419064113787,0.8019106409731197,0.5889954701054845,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,Falcon-Agent,1494368.0180492778,1494368.0180492778,142.89916335015712,0.6382343450948941,1.6717429263031423,0.7184198737201598,12.14914392657354,1222.443462107462,3.8381701539476554,0.44866803316131515,0.35205404259604456,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Falcon-Agent,2164947.0798635976,2164947.0798635976,255.17415835317365,0.9388908355453248,2.7058177711230247,0.5666841645361337,18.925380449492387,1471.3759138519285,4.193899333173213,0.7273292450185558,0.5483062081669459,Web/CloudOps,2
-bitbrains_rnd/5T/long,Falcon-Agent,2235634.9914927348,2235634.9914927348,158.89168063173463,3.247677580781208,1.2005332330351133,0.6776469227094932,114.47352869834971,1495.2039966147545,5.727789690136188,0.6086782353654664,0.6456553408429372,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Falcon-Agent,2262473.179833173,2262473.179833173,158.6097867164003,4.321044503708415,0.992660527997988,0.7105069910869981,158.20099058419927,1504.1519802975938,6.328734172782422,0.6673522293480039,0.7416236910049806,Web/CloudOps,2
-bitbrains_rnd/5T/short,Falcon-Agent,1592272.46361415,1592272.46361415,118.99538166563815,1.579341036266037,1.04367879016587,0.6437880416208657,50.736058372599594,1261.8527899934088,5.163137363990371,0.48689475198082355,0.39168375367458896,Web/CloudOps,2
-bitbrains_rnd/H/short,Falcon-Agent,1885709.2457584795,1885709.2457584795,149.15832896433943,5.723854200958403,1.2864436838596167,0.528446803047771,195.23889003141068,1373.2112895539708,6.00984455283918,0.652789834787983,0.6415382366500032,Web/CloudOps,2
-bizitobs_application/10S/long,Falcon-Agent,5901843.731647187,5901843.731647187,1470.4046652729662,3.0857611623868366,0.044808366362661174,0.04582453079032981,56.48580721579031,2429.3710568061,0.09369113651601078,0.05670763378937556,0.051445648270934306,Web/CloudOps,2
-bizitobs_application/10S/medium,Falcon-Agent,3007611.410792567,3007611.410792567,959.3096865451421,2.1164096516176,0.0301870899827134,0.030766152280101183,24.635758209207676,1734.2466407038437,0.06809876190683575,0.0376692682607392,0.03251325512367623,Web/CloudOps,2
-bizitobs_application/10S/short,Falcon-Agent,376634.9650114341,376634.9650114341,319.22462870112884,1.0269437851236622,0.014219591300999146,0.014391302428545801,5.905141907644629,613.7059271438025,0.023668185903354254,0.012311218651888904,0.009648041794124393,Web/CloudOps,2
-bizitobs_l2c/5T/long,Falcon-Agent,102.35166124521689,102.35166124521689,6.995384363922716,0.660184414194852,0.5375952687702318,0.8650921547809195,3.7334379371768476,10.116899784282579,0.5680488012723067,0.3927803761127328,0.27735221594527404,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Falcon-Agent,64.33034849539845,64.33034849539845,5.224683777450775,0.5033204087285441,0.38623614811925916,0.6637361121091269,3.2285089345820595,8.020620206405392,0.42200258299466736,0.27489520668909756,0.20638155151374804,Web/CloudOps,7
-bizitobs_l2c/5T/short,Falcon-Agent,11.040782970106916,11.040782970106916,1.9524276981045172,0.2023430711977379,0.09918842620007152,0.17277467736842467,1.680492904741394,3.3227673662335913,0.11411727730901003,0.06705426787158413,0.05306642894176915,Web/CloudOps,7
-bizitobs_l2c/H/long,Falcon-Agent,77.89019036290773,77.89019036290773,4.996869023344341,0.5357613459115129,0.5878030028833596,0.7657523945033191,4.421684681938219,8.825541930267383,0.5390896061133986,0.3052232004424155,0.24711024314267233,Web/CloudOps,7
-bizitobs_l2c/H/medium,Falcon-Agent,65.20811118477683,65.20811118477683,4.521362712057041,0.4507078572812344,0.4204626510558973,0.7432577844526266,2.92707063567723,8.07515394186246,0.4889628434409229,0.27377538358176207,0.21490023853103227,Web/CloudOps,7
-bizitobs_l2c/H/short,Falcon-Agent,46.750072204892625,46.750072204892625,4.0070459410015316,0.38826467940835896,0.3420522792714272,0.5743706202800117,2.635802506047576,6.837402445731319,0.368553530201966,0.21599005455055023,0.1703332293570392,Web/CloudOps,7
-bizitobs_service/10S/long,Falcon-Agent,131352.29412948005,131352.29412948005,76.87018108608437,1.300443305843919,0.07316654487607235,0.07139835618265752,20.76290357354762,362.4255704685861,0.2684964551797635,0.05694788892504237,0.05275241215334594,Web/CloudOps,2
-bizitobs_service/10S/medium,Falcon-Agent,14210.525911862662,14210.525911862662,33.95683699171163,0.9622867988956804,0.058632660444511944,0.05236873645870931,9.200422217875236,119.20791044164251,0.08971867708032247,0.025556714159669383,0.01937129879117175,Web/CloudOps,2
-bizitobs_service/10S/short,Falcon-Agent,1876.4574488580715,1876.4574488580715,16.886940722560993,0.6871112643831122,0.04829698502549092,0.03895790713615984,4.917027020191721,43.318096089949194,0.03209143115992101,0.012510385834465896,0.009744001420746771,Web/CloudOps,2
-car_parts/M/short,Falcon-Agent,1.391103235198325,1.391103235198325,0.46656543519771726,0.8712101470669266,0.8072897336875315,1.8849312457417686,46.750173884895865,1.179450395395383,2.8282010596180465,1.118776053116667,1.081771262597024,Sales,1
-covid_deaths/D/short,Falcon-Agent,264901.752618796,264901.752618796,78.53583381066812,31.278605014639005,0.08130967844121835,0.3508613586241546,812.426475344997,514.6860719106318,0.19365313017615476,0.029549488277333755,0.025173475636501443,Healthcare,1
-electricity/15T/long,Falcon-Agent,306629.69315324153,306629.69315324153,55.804798586572836,0.843562038119624,0.1213512742311136,0.12728037926701982,6.974512307465792,553.7415400285963,0.8735951756698955,0.08803891220070403,0.07033560699410796,Energy,1
-electricity/15T/medium,Falcon-Agent,241714.41723799426,241714.41723799426,50.746224418629794,0.7961740426866758,0.11645641020417923,0.12530654340275757,6.86465116572374,491.64460460580085,0.8471531545958224,0.08744085401799313,0.07035561190129608,Energy,1
-electricity/15T/short,Falcon-Agent,127297.6524376958,127297.6524376958,47.83729809490308,0.9266159354550535,0.15046598625759758,0.15597308392619494,10.391597086592695,356.7879656570493,0.7032994160601815,0.09429674499834814,0.07865141000436193,Energy,1
-electricity/D/short,Falcon-Agent,1282827067.675376,1282827067.675376,4086.9385038827786,1.3161134442626699,0.3111307449990961,0.0890399919843596,10.303976553526123,35816.575320309115,0.5885852921795292,0.06716197380444726,0.05266475471255582,Energy,1
-electricity/H/long,Falcon-Agent,8994086.55474339,8994086.55474339,274.47879354592004,1.1575155608824956,0.2783803674925427,0.13722954466845436,9.340178185256624,2999.0142638446036,1.1828103639857825,0.10825435731146975,0.08490154735644864,Energy,1
-electricity/H/medium,Falcon-Agent,6000586.24994889,6000586.24994889,237.51984379330776,1.0362687265665886,0.19531964025899792,0.12538257549700266,8.47581526147363,2449.609407629896,0.9561632653996569,0.09271182121167727,0.07342035575439977,Energy,1
-electricity/H/short,Falcon-Agent,1746403.335623126,1746403.335623126,173.7162417740697,0.9538980170004262,0.16016634002010594,0.12583695612080575,10.873893235954391,1321.51554497975,0.6238497163419091,0.08200647246748542,0.06748965177123137,Energy,1
-electricity/W/short,Falcon-Agent,42206029520.6572,42206029520.6572,28306.16720048331,1.4438034529741928,0.19965649608693165,0.09345340407439977,10.995639826517499,205441.06094122762,0.46874870771974675,0.06458533281972033,0.0502391564793368,Energy,1
-ett1/15T/long,Falcon-Agent,7.748078626365929,7.748078626365929,1.4961907741567444,0.9605420871808237,0.7410673987921641,0.37347610315731705,6.692972323257994,2.783537071131967,0.5305448878226672,0.2851754247028908,0.2194722890082761,Energy,7
-ett1/15T/medium,Falcon-Agent,8.450931268066807,8.450931268066807,1.5232415420514067,0.9529099037724799,0.7210755765965939,0.37040759130174744,6.173253325909754,2.907048549313686,0.5540862963479303,0.29033132751698715,0.221740574267797,Energy,7
-ett1/15T/short,Falcon-Agent,4.149808336725949,4.149808336725949,1.0120348287627978,0.6503878393096387,0.4394854851429324,0.2268577286815514,4.418013066253663,2.0371078363027197,0.38509816021928267,0.19131670090756786,0.15045259608394088,Energy,7
-ett1/D/short,Falcon-Agent,40579.80805981505,40579.80805981505,133.66582362453346,1.6172277288081631,1.5198200144432532,0.4552434210028679,10.156299286828148,201.44430510643642,0.5291001545323756,0.3510777229372181,0.2680871632344311,Energy,7
-ett1/H/long,Falcon-Agent,139.17591601726164,139.17591601726164,6.963056118915716,1.3321694528147625,4000309094462.548,0.4678469261869482,9.21131001514606,11.797284264493317,0.5649463933271324,0.3334456772187311,0.2582356576332062,Energy,7
-ett1/H/medium,Falcon-Agent,135.23530160868006,135.23530160868006,6.842140038613431,1.250371142612418,4039117206106.8604,0.440852414981497,8.525017080276234,11.629071399242505,0.5570049842166248,0.32772230674102315,0.25227059838162014,Energy,7
-ett1/H/short,Falcon-Agent,93.3733358939501,93.3733358939501,4.790880418311732,0.7952249256800206,0.4711467278907945,0.2562299694828399,5.138990554999741,9.662987938207834,0.45101118219230013,0.22360999051453456,0.17180387056443594,Energy,7
-ett1/W/short,Falcon-Agent,1095875.016253429,1095875.016253429,842.6967328959007,1.5177149654503286,0.6144453651261355,0.5512624874210915,7.784429958234421,1046.8404922687262,0.4165628264071609,0.33532915038319416,0.24768629601065642,Energy,7
-ett2/15T/long,Falcon-Agent,11.152813959842671,11.152813959842671,2.095137793876488,0.8633838973501484,0.12954725943057027,0.15762943514889513,6.923323310589174,3.339582902076646,0.1779724068384707,0.11165367854847297,0.08954714512058745,Energy,7
-ett2/15T/medium,Falcon-Agent,11.215123586537324,11.215123586537324,2.0637544689801506,0.8476314299833699,0.1258484682179515,0.15351488802518032,6.2327659162879385,3.348898861795818,0.17846887116406068,0.10998120446108865,0.08737474372188697,Energy,7
-ett2/15T/short,Falcon-Agent,6.759806284899193,6.759806284899193,1.5975650069198606,0.6897991355890424,0.09838524654514855,0.11805790039684214,4.66502166673103,2.599962746829114,0.12342948425390202,0.0758420962402967,0.0599245045881723,Energy,7
-ett2/D/short,Falcon-Agent,89167.05600623971,89167.05600623971,175.159281595967,1.1529375164562417,0.3701909164240178,0.11926815993661517,10.918247596846427,298.6085330432466,0.17090153500952848,0.10024827418974532,0.08257827611315141,Energy,7
-ett2/H/long,Falcon-Agent,225.2365605524109,225.2365605524109,9.287973721033236,1.0283060196724487,0.17555420930241988,0.1753125628244066,7.727314095006189,15.007883280210134,0.20552141192112808,0.12719165237313582,0.10295462216662382,Energy,7
-ett2/H/medium,Falcon-Agent,246.47263969939044,246.47263969939044,9.73405255788451,1.042280596946387,0.1706072654674752,0.16797263676058263,7.091067094021597,15.699447114449299,0.2115601312151014,0.1311726089070607,0.10502547823490162,Energy,7
-ett2/H/short,Falcon-Agent,105.23239435544643,105.23239435544643,6.347991108714853,0.7289120773465892,0.11871073049782696,0.1090113013164248,5.142065186568862,10.25828418184281,0.13010358020970064,0.0805101862790064,0.0636818146629389,Energy,7
-ett2/W/short,Falcon-Agent,2668691.0557441483,2668691.0557441483,1150.415700732917,0.7759306964903109,0.12003492034727091,0.12818927291143206,9.676547201063888,1633.6128842979135,0.13703506040701613,0.09650222923582533,0.08258342076696268,Energy,7
-hierarchical_sales/D/short,Falcon-Agent,27.30054957623286,27.30054957623286,2.2674989386300997,0.7330120108871061,0.6290616648813465,1.0492139791317714,6.495501638564242,5.224992782409643,1.6029699223387648,0.6956435633357698,0.5619417255134971,Sales,1
-hierarchical_sales/W/short,Falcon-Agent,457.1026693571912,457.1026693571912,8.796433602628278,0.713381801508802,0.520319688961776,0.45069393011224307,6.6146659240341155,21.379959526556434,0.9815643995802533,0.40384856935237,0.3416383636086061,Sales,1
-hospital/M/short,Falcon-Agent,2129.254280072099,2129.254280072099,16.33269069636829,0.7250743662932062,0.18584750522782525,0.16709711391542795,4.795017722666892,46.14384336043216,0.1675128666526323,0.059291459910022666,0.04701396068487016,Healthcare,1
-jena_weather/10T/long,Falcon-Agent,1291.3936932039394,1291.3936932039394,8.910170460279993,0.5790448944935924,0.7222011123122128,0.618746285811191,5.032896231732897,35.93596656838298,0.21989833281630905,0.05452285875200434,0.045111598695455446,Nature,21
-jena_weather/10T/medium,Falcon-Agent,1317.4134054738681,1317.4134054738681,8.555203002995583,0.515113494755457,0.676987707578697,0.6196693303155704,4.722254010980695,36.29618995809158,0.22274910091781014,0.05250313543341433,0.04327881490396352,Nature,21
-jena_weather/10T/short,Falcon-Agent,712.8004731401813,712.8004731401813,4.751950186937633,0.23549886559183222,0.30523947576763216,0.5284006799058562,2.065554364408167,26.698323414405284,0.1658300570468063,0.02951556763891284,0.024673081745504706,Nature,21
-jena_weather/D/short,Falcon-Agent,372.64631427249907,372.64631427249907,9.746562352735037,1.0980497360273118,0.6970905579336215,0.46293171297541186,6.709448495577468,19.304049167791174,0.11624192745642406,0.058690235613701375,0.046361884835513636,Nature,21
-jena_weather/H/long,Falcon-Agent,1335.8139957101967,1335.8139957101967,11.497701077574485,1.0057018327549383,2.4131854813279787,0.6613264092182076,8.053917418371181,36.54878925094779,0.2200642179270469,0.06922890326742571,0.05589124732604641,Nature,21
-jena_weather/H/medium,Falcon-Agent,1254.1524494032076,1254.1524494032076,10.10959831753164,0.7902035489073286,2.28571514172885,0.6770493887461094,5.656034283164397,35.414014872691396,0.21670463628012585,0.06186242464217868,0.04913393062572159,Nature,21
-jena_weather/H/short,Falcon-Agent,1088.1436228658333,1088.1436228658333,8.20002774027342,0.5138687017094825,1.2538789683315619,0.6051399449846555,4.1651331697902485,32.98702203694406,0.20220833596287346,0.05026564575465686,0.04031726190389674,Nature,21
-kdd_cup_2018/D/short,Falcon-Agent,2345.122883998889,2345.122883998889,19.005440704751127,1.0946372239395523,0.4867905639756921,0.4204723124049116,7.8043201169176495,48.42646883677241,1.0848043264816811,0.4257420538486489,0.333191245534111,Nature,1
-kdd_cup_2018/H/long,Falcon-Agent,3950.609452459081,3950.609452459081,22.844956847952467,0.9620621349281241,0.9237516927966996,0.5744158508544214,7.062074956343228,62.853873806306325,1.4748058653738152,0.5360350017152259,0.42002531853481473,Nature,1
-kdd_cup_2018/H/medium,Falcon-Agent,4867.688153995671,4867.688153995671,23.68331385364614,0.9748719763731413,0.8958869173250681,0.519863668186895,8.047078130918015,69.76881935360288,1.4603877463066819,0.4957346514423142,0.3947396577330584,Nature,1
-kdd_cup_2018/H/short,Falcon-Agent,4105.143149644774,4105.143149644774,20.724931397853283,0.8630780299520194,0.8046029392051158,0.4563384087338464,6.891625768230192,64.07139103878403,1.3411302531527218,0.4338103487616002,0.34705220529611813,Nature,1
-loop_seattle/5T/long,Falcon-Agent,79.59666795097652,79.59666795097652,5.091886478116117,0.8070064193502975,0.16873048524623172,0.11588454210128446,5.6348150214373725,8.921696472699377,0.15773742783877426,0.0900255997682533,0.07068805068868453,Transport,1
-loop_seattle/5T/medium,Falcon-Agent,64.22490349439082,64.22490349439082,4.633031722728058,0.7377413498079975,0.15001722236991352,0.10680397922817468,5.205651500218159,8.014044141030846,0.1425863129249325,0.08243115453105905,0.06470554563377987,Transport,1
-loop_seattle/5T/short,Falcon-Agent,36.64030630656965,36.64030630656965,3.288212837301927,0.5223996314967098,0.08897124741454583,0.06988718219638955,3.831860375827432,6.053123681750576,0.1037977071251919,0.056385590481252884,0.044331389145180665,Transport,1
-loop_seattle/D/short,Falcon-Agent,17.29751024303162,17.29751024303162,2.7901502091713817,0.8436212722707813,0.0515557930947482,0.051460954670232505,6.8875195506577045,4.15902755978265,0.07432737813164912,0.049863711326793674,0.040344142429036625,Transport,1
-loop_seattle/H/long,Falcon-Agent,53.47254590251166,53.47254590251166,3.9323758108386118,0.8243585801969493,0.11374360029515806,0.0910119365965178,6.209439024073909,7.3124924548687,0.13068400818735568,0.07027680860268593,0.055707749476241214,Transport,1
-loop_seattle/H/medium,Falcon-Agent,56.22806385426298,56.22806385426298,4.017815853310763,0.8243417451807099,0.10777575044677662,0.09160354176072875,6.324133286811149,7.4985374476802455,0.1325358116905368,0.07101444635798741,0.05646066131910145,Transport,1
-loop_seattle/H/short,Falcon-Agent,50.35209879543385,50.35209879543385,3.7343334561090704,0.7598147231054081,0.10186063659768119,0.08578655224146503,6.1242709944705265,7.09592127883574,0.1256050234635062,0.06610150013559554,0.05273478237916637,Transport,1
-m4_daily/D/short,Falcon-Agent,338550.2898641701,338550.2898641701,157.67780305431327,2.89732501389675,0.03350601054936587,0.027189152491884902,22.69377949417566,581.8507453498449,0.08987986001274169,0.024356862956525397,0.01939301529425426,Econ/Fin,1
-m4_hourly/H/short,Falcon-Agent,740793.367229796,740793.367229796,168.7396694680392,0.6070095710786816,0.07867011665381259,0.07146067170311526,4.722700667245223,860.6935385082172,0.11750367909056209,0.02303669202093202,0.01760816510470995,Econ/Fin,1
-m4_monthly/M/short,Falcon-Agent,1749227.1532513069,1749227.1532513069,525.4130531621965,0.8747333748366779,0.14937799414695627,0.12372917359160562,7.1226910132694865,1322.5835146603433,0.2748782582019196,0.10919886970379131,0.08696294186350947,Econ/Fin,1
-m4_quarterly/Q/short,Falcon-Agent,1671567.8706598228,1671567.8706598228,532.8546212323066,1.1164469758811484,0.10892347510426496,0.09701110206800338,8.445085813592007,1292.8912833876725,0.21640723358658737,0.08919048025644058,0.07112947147692317,Econ/Fin,1
-m4_weekly/W/short,Falcon-Agent,160843.35338780106,160843.35338780106,201.01227425501628,1.5482462590668964,0.04844795322484762,0.04802089612951232,11.463892683406131,401.0528062335446,0.07306560190778043,0.03662131914055699,0.02920203594985433,Econ/Fin,1
-m4_yearly/A/short,Falcon-Agent,3590209.551540928,3590209.551540928,852.5129543008217,3.1463681245181867,0.15921114803582792,0.1426335164265493,27.563324325230145,1894.7848298793529,0.30383752869118646,0.13670440312131749,0.11037252399289078,Econ/Fin,1
-m_dense/D/short,Falcon-Agent,7188.788335667616,7188.788335667616,39.59922724474189,0.6033709643552692,0.11166407501367447,0.08717979368647928,6.494001042759787,84.78672263784946,0.14677835890440416,0.0685521200494088,0.05675823478305981,Transport,1
-m_dense/H/long,Falcon-Agent,34678.56427302898,34678.56427302898,78.78884070121153,0.6792374004389287,0.24704007377464426,0.18391331930092514,6.795846833516634,186.22181470770008,0.3223775079078702,0.1363951380028974,0.11420364319635429,Transport,1
-m_dense/H/medium,Falcon-Agent,35803.26023367623,35803.26023367623,77.58776936288358,0.6712527206820544,0.2488377148110107,0.18376838859822273,6.436946801259103,189.21749452330306,0.32921454621131574,0.13499292095955848,0.11171230709918285,Transport,1
-m_dense/H/short,Falcon-Agent,44293.97897629191,44293.97897629191,83.69914252046608,0.7372820427223895,0.2700044914460607,0.19875737934187865,8.202261422678712,210.46134793897883,0.373306023302843,0.14846143652578137,0.1238773204345814,Transport,1
-restaurant/D/short,Falcon-Agent,137.5390236988523,137.5390236988523,7.039012241567305,0.6761008118599535,0.6727930475947532,0.38916480920622665,4.584937690372617,11.727703257622624,0.5397360767312224,0.32395165258442427,0.2533286796607619,Sales,1
-saugeen/D/short,Falcon-Agent,1058.5379788407772,1058.5379788407772,12.025043732669038,2.670950327690635,0.25824749415805975,0.301424452423443,27.912356047976125,32.535180633289514,1.0538222293372763,0.3894940230106933,0.316508590955963,Nature,1
-saugeen/M/short,Falcon-Agent,372.6817244257466,372.6817244257466,12.204123694866682,0.7150826351366883,0.3529453852507642,0.3493209468149336,4.070120234366256,19.304966315063766,0.5795929868360723,0.3664043950444623,0.28053132332867414,Nature,1
-saugeen/W/short,Falcon-Agent,949.9459512161077,949.9459512161077,14.367456386768069,1.16562246018227,0.3618574386177923,0.37222805860461283,8.492886082139128,30.821193215320324,0.9303633461420203,0.4336936180945375,0.34573250043461945,Nature,1
-solar/10T/long,Falcon-Agent,16.93536105195821,16.93536105195821,1.64921068699257,0.721566026501348,3.0152455612566484,1.4372196558759243,3.8890990514802275,4.115259536403289,0.8894475214557618,0.35645050936105604,0.27121942395914683,Energy,1
-solar/10T/medium,Falcon-Agent,18.251561888036147,18.251561888036147,1.73489306635964,0.7612152550398927,3.331003019514538,1.4425662852615708,3.6860550022022536,4.272184673915226,0.9480147564365721,0.3849796657411697,0.28738258046531023,Energy,1
-solar/10T/short,Falcon-Agent,17.89020670668397,17.89020670668397,1.796432235743802,0.7886485287954231,4.664211683417378,1.5030034982167668,3.814223346306326,4.229681631835187,1.2304139206836735,0.5225819394508501,0.3909981080163236,Energy,1
-solar/D/short,Falcon-Agent,125396.16298610985,125396.16298610985,245.3913473544589,0.9568949070528803,1.0766261283148857,0.41809010962741616,5.1322149884764485,354.113206455379,0.5115729932671786,0.35450693111555825,0.27124231810773286,Energy,1
-solar/H/long,Falcon-Agent,684.3512985283127,684.3512985283127,11.071157057254585,0.842179081687098,4.829218208479899,1.391095060329936,4.3924275169875715,26.160108916598812,0.9070187710336055,0.3838572423381428,0.2885225712156969,Energy,1
-solar/H/medium,Falcon-Agent,722.8647820026836,722.8647820026836,11.04595031640984,0.8432789395763437,4.116884348992446,1.3950121707222383,4.343161511134282,26.88614479620839,0.9685016878366872,0.3979009116514095,0.29862004989586816,Energy,1
-solar/H/short,Falcon-Agent,680.6138379766079,680.6138379766079,11.092714532714666,0.8540667593871323,3.8685914031574495,1.4026235355024104,4.3959475188009645,26.088576771771354,0.9616336267532651,0.40888115131582103,0.30188920542430675,Energy,1
-solar/W/short,Falcon-Agent,1553555.4384146386,1553555.4384146386,1002.3615885795384,1.0974512711446653,0.22554847373116507,0.19637439235137674,6.389923098546041,1246.4170403258447,0.2544248681088051,0.20460705102764906,0.14898149391731352,Energy,1
-sz_taxi/15T/long,Falcon-Agent,15.402942245398147,15.402942245398147,2.6738166175485074,0.5043753886421936,6504434777303.814,0.3941610767748653,3.753762938143216,3.924658232941838,0.3632593573031273,0.24748369116182525,0.19702710376926233,Transport,1
-sz_taxi/15T/medium,Falcon-Agent,16.156610736722442,16.156610736722442,2.7309085001319513,0.532615521456606,9812408017936.879,0.4014103240406849,3.793133374579183,4.01952867096659,0.37408422419097676,0.25415661169117615,0.2012496487133254,Transport,1
-sz_taxi/15T/short,Falcon-Agent,16.502433438302077,16.502433438302077,2.7028075823758124,0.5391702085071561,1090748152261.3724,0.3878281679952127,3.787913396657493,4.062318726823644,0.3798441864290477,0.2527240761348491,0.19851070031263485,Transport,1
-sz_taxi/H/short,Falcon-Agent,6.999723121470312,6.999723121470312,1.815197280048291,0.5528589542781799,1.063131261772132,0.29049631107426127,3.795895688151471,2.645698985423382,0.2464631875341157,0.16909682851632726,0.13297035063893967,Transport,1
-temperature_rain/D/short,Falcon-Agent,175.87699242264028,175.87699242264028,5.6563581353740355,1.3109170651818807,24.698286688713008,1.4959981862607945,18.624213215031887,13.261862328596248,1.5612718282890297,0.6659029017689788,0.5384865164516961,Nature,1
-us_births/D/short,Falcon-Agent,123567.98566376453,123567.98566376453,213.6491852019925,0.31447404871317425,0.020613675409144824,0.020394397418615637,2.318323912635494,351.52238287734184,0.03295237095513999,0.02002787744954507,0.015777570942905175,Healthcare,1
-us_births/M/short,Falcon-Agent,45926866.41131312,45926866.41131312,5738.984597687037,0.6486434232718467,0.017620576781467553,0.017829761356743513,3.335784671115005,6776.936358806472,0.021049118125884524,0.017825247032513265,0.013177765205347589,Healthcare,1
-us_births/W/short,Falcon-Agent,1434356.732990586,1434356.732990586,918.0181823952944,0.8352064378730617,0.012447580873564516,0.012472421308825272,5.271118470155217,1197.646330512721,0.016257931502187104,0.012462006810270501,0.009776508704311314,Healthcare,1

results/Falcon-Agent/config.json DELETED Viewed

@@ -1,8 +0,0 @@
-{
-    "model": "Falcon-Agent",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "org": "ant-intl",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/Falcon-X/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,Falcon-X,51.851103344298245,51.851103344298245,3.8760408352280056,0.6123303143170724,0.0937253666613001,0.08394900736301922,4.27104607627025,7.200771024293041,0.12347732933760781,0.0664655450260555,0.05207181637015924,Transport,1
-loop_seattle/5T/medium,Falcon-X,71.11773163377192,71.11773163377192,4.7188239829237615,0.7505629814087333,0.14019795452232084,0.10850667616900275,5.75926029297916,8.433132966683967,0.1500427602206504,0.08395757284871683,0.06657170425826121,Transport,1
-loop_seattle/5T/long,Falcon-X,87.59126533654397,87.59126533654397,5.178715026946451,0.8190195001509841,0.15007840382589438,0.1181889362333018,7.9055563392455195,9.359020532969462,0.165469397049025,0.09156074078252593,0.07427440506249353,Transport,1
-loop_seattle/D/short,Falcon-X,23.75669827141383,23.75669827141383,3.2816442530959753,1.0001806020700112,0.06127369096281605,0.05940832053421698,10.726749428893601,4.874084352102847,0.08710640614943055,0.0586473717929802,0.04846422027599041,Transport,1
-loop_seattle/H/short,Falcon-X,71.24225327250014,71.24225327250014,4.440701529486448,0.8978158618126129,0.11257757707264,0.10230211242705617,9.136956924854548,8.440512619059351,0.14940565662802902,0.07860493288095519,0.06498322645741358,Transport,1
-loop_seattle/H/medium,Falcon-X,75.21081656346749,75.21081656346749,4.622205156733746,0.9449652171395647,0.11593023876902735,0.10592138016802116,9.453377953146246,8.672416996631764,0.15328398233489401,0.08169694952032475,0.06763251088022257,Transport,1
-loop_seattle/H/long,Falcon-X,64.52472910216719,64.52472910216719,4.28125349372205,0.8936120663364576,0.1171260491244195,0.0991916988492217,10.56365061833355,8.032728621220015,0.14355561475576004,0.07651173171628559,0.0640842453245177,Transport,1
-m_dense/D/short,Falcon-X,7780.406666666667,7780.406666666667,43.418703703703706,0.6689223519488037,0.11932257672784238,0.09672740794994213,7.353843172447714,88.2066135086631,0.15269869545077755,0.0751641985786955,0.06160307910368515,Transport,1
-m_dense/H/short,Falcon-X,40603.05777777778,40603.05777777778,83.86604166666666,0.7423955984822854,0.2677821571728349,0.20307830810546876,9.16898991471556,201.50200440138997,0.35741434472687167,0.14875745983855543,0.12468070650788851,Transport,1
-m_dense/H/medium,Falcon-X,33098.602222222224,33098.602222222224,75.53665798611111,0.6405197735993573,0.23815519035041113,0.1831080796983507,7.115651950170703,181.93021250529617,0.31653558531902637,0.13142424185307178,0.10829552974642516,Transport,1
-m_dense/H/long,Falcon-X,33241.31160493827,33241.31160493827,78.78425154320988,0.6763143261829961,0.2511971877999319,0.18912144036940587,8.808954969340984,182.32199978318107,0.3156263337171637,0.13638718585143567,0.11416043544442599,Transport,1
-sz_taxi/15T/short,Falcon-X,16.973358117034874,16.973358117034874,2.7593292310852124,0.5516009977678779,969959809474.2583,0.4021548572768513,3.9271280418268346,4.119873555952279,0.38522579745093427,0.25800908426879565,0.20264632421835507,Transport,1
-sz_taxi/15T/medium,Falcon-X,16.5991703392094,16.5991703392094,2.762884990985577,0.5397916743092211,9290246446445.84,0.4098064716045673,3.808001802471429,4.074207940104358,0.37917305348283725,0.25713256511572863,0.20207118927118126,Transport,1
-sz_taxi/15T/long,Falcon-X,15.684647658475784,15.684647658475784,2.684193042200855,0.5076961718165262,5869022029031.64,0.4032003636373754,5.942949157607639,3.9603847866685613,0.36656616115250545,0.24844412658687862,0.20540805825413636,Transport,1
-sz_taxi/H/short,Falcon-X,7.220856495392629,7.220856495392629,1.848628899989984,0.5628053601418768,0.858204572628706,0.29694666414179355,4.092037356726353,2.6871651410720236,0.2503260150853989,0.17221118971556124,0.1359843500810027,Transport,1
-bitbrains_fast_storage/5T/short,Falcon-X,2160338.2307277066,2160338.2307277066,179.57709536299632,0.7124779934982572,2.0594215928738477,0.7476032196960535,13.146249816256788,1469.8089095959742,4.61483642374181,0.5638276616371258,0.4279701568466008,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Falcon-X,4187981.742509608,4187981.742509608,311.37941122284155,0.9972005497718721,4.670441323621809,0.7964276406829585,21.00657030206266,2046.4558980123682,6.217698456270304,0.9460566857829825,0.6964919706198306,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,Falcon-X,6107610.604281106,6107610.604281106,402.1950785487799,0.9155093267545217,3.6034878740436596,0.8133120497820167,18.83076673954113,2471.358048579992,6.531060844880861,1.0628814108999782,0.8518078926610001,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Falcon-X,3284171.4944348764,3284171.4944348764,300.6560076772143,1.0787068563203321,4.451843508732333,0.5629211354981597,19.435911699449175,1812.2283229314337,5.165439385660099,0.8569672838348893,0.6637538848583205,Web/CloudOps,2
-bitbrains_rnd/5T/short,Falcon-X,1886594.5265304197,1886594.5265304197,134.06743934960116,1.7062688662630863,1.3891179841489616,0.6750295814118566,52.14457211810861,1373.5335913367462,5.620102733130411,0.5485652386405756,0.43183754534515406,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Falcon-X,2503737.3395389994,2503737.3395389994,162.7654411326759,4.410857191779045,0.9912420826668676,0.720221661154485,159.1424700271266,1582.3202392496278,6.657627936311826,0.6848371910258216,0.6001409045536832,Web/CloudOps,2
-bitbrains_rnd/5T/long,Falcon-X,2240847.05661388,2240847.05661388,152.41597383281953,3.3259183351822452,0.8391504306515278,0.6866106357760017,117.45126414089899,1496.9459097154713,5.73446227217949,0.5838712313846585,0.5205806058023799,Web/CloudOps,2
-bitbrains_rnd/H/short,Falcon-X,1940874.7862409956,1940874.7862409956,157.59539235326713,5.92731428841054,1.7517478415915917,0.5630193644916148,210.32998713064015,1393.1528222851202,6.097118926994498,0.6897146057157951,0.6223155239245809,Web/CloudOps,2
-bizitobs_application/10S/short,Falcon-X,1483632.64,1483632.64,648.93125,1.588179322605317,0.02316099378797743,0.023625645107693143,25.759217580354722,1218.0445968846952,0.04697511143844616,0.025026684460163377,0.02123800049997558,Web/CloudOps,2
-bizitobs_application/10S/medium,Falcon-X,3724897.28,3724897.28,1070.7952083333332,2.293671729138328,0.032972520192464196,0.03370636304219564,53.864341730505295,1929.9992953366589,0.07578539200054106,0.04204697629264533,0.0389970794698749,Web/CloudOps,2
-bizitobs_application/10S/long,Falcon-X,5999243.377777778,5999243.377777778,1498.4444444444443,3.0582512912481334,0.044185977511935766,0.04533935970730252,85.15801995381548,2449.335293049479,0.09446107197995335,0.05778901276860364,0.055135475517444174,Web/CloudOps,2
-bizitobs_l2c/5T/short,Falcon-X,33.20307384672619,33.20307384672619,4.009152367001488,0.4045296966981949,0.22607527661714638,0.24338912963867188,5.537532468203097,5.762210847125102,0.19789764415960048,0.13769052010693544,0.11790112587180707,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Falcon-X,55.889067814625854,55.889067814625854,4.312826849489796,0.4326248318578731,0.333142740527738,0.5772998212957058,7.6775701311859965,7.4758991308488,0.39334223214044073,0.2269181151486367,0.20034920085652663,Web/CloudOps,7
-bizitobs_l2c/5T/long,Falcon-X,60.18467261904762,60.18467261904762,4.334685639880952,0.430538878167172,0.3428273442610577,0.6638765656001984,8.083702521635301,7.7578781002957,0.43559325728300924,0.24338611831264273,0.21655564113344647,Web/CloudOps,7
-bizitobs_l2c/H/short,Falcon-X,55.1505378844246,55.1505378844246,3.927400619264633,0.37865693453658883,0.3159909694314861,0.5679337032257564,4.20741970872739,7.4263408139153295,0.40029883086593365,0.21169697373542878,0.17441183597681634,Web/CloudOps,7
-bizitobs_l2c/H/medium,Falcon-X,39.367703683035714,39.367703683035714,3.2398385184151786,0.31312278877837096,0.2823950457203516,0.6910911923363096,2.8135779010577844,6.27436878761806,0.3799225603091854,0.19617714332215638,0.1601009097818364,Web/CloudOps,7
-bizitobs_l2c/H/long,Falcon-X,36.48193824404762,36.48193824404762,3.2143339611235118,0.32945093030416284,0.33443818709779644,0.675695316375248,3.3495645953209303,6.040028000270166,0.3689423428508291,0.19634079548453248,0.16122895705396834,Web/CloudOps,7
-bizitobs_service/10S/short,Falcon-X,4089.165291005291,4089.165291005291,25.915284391534392,0.8956939848008836,0.07219162068039021,0.05964351593501984,12.7853540966303,63.94658154276342,0.04737367192770627,0.019198871168066237,0.0158660806163456,Web/CloudOps,2
-bizitobs_service/10S/medium,Falcon-X,13736.275555555556,13736.275555555556,39.141788194444445,1.0905694334715275,0.07975187755766369,0.07030916244264633,16.45845340819847,117.20185815743518,0.08820886978614463,0.029459028656377746,0.025053727822463165,Web/CloudOps,2
-bizitobs_service/10S/long,Falcon-X,132388.88296296296,132388.88296296296,80.11458333333333,1.3590998751629442,0.09310772931134259,0.08673576233878968,28.817891944459124,363.8528314620665,0.2695538096297438,0.05935144453218578,0.05606590641871288,Web/CloudOps,2
-car_parts/M/short,Falcon-X,1.391292968847306,1.391292968847306,0.485215103070353,0.8615558793840288,0.7974074646416018,1.876973970840838,18.491752134274194,1.1795308257300043,2.8283939233098896,1.1634960435841182,1.0015281827996727,Sales,1
-covid_deaths/D/short,Falcon-X,639265.8766917293,639265.8766917293,155.58062343358395,41.36347236218507,0.11887343662668577,0.16537255789320301,595.9200151606574,799.5410412803893,0.300831207795921,0.058537966709271166,0.04829664244070071,Healthcare,1
-electricity/15T/short,Falcon-X,131971.23283783783,131971.23283783783,53.40456468186937,1.0206810460935685,0.16959006425867262,0.16238057413075352,10.258602415384123,363.27845083054103,0.7160934339163751,0.10527092378426849,0.08614243479612806,Energy,1
-electricity/15T/medium,Falcon-X,249900.7757927928,249900.7757927928,53.44385247747748,0.8367054625025093,0.12541666331181323,0.1269461222220458,7.30924336547263,499.9007659453952,0.8613793588733316,0.09208913952294079,0.07422837083460551,Energy,1
-electricity/15T/long,Falcon-X,303079.6889489489,303079.6889489489,58.274769707207206,0.8878387341249695,0.13763154628529797,0.12981579181839994,8.58297084871309,550.5267377239264,0.8685233982652495,0.09193559104591467,0.07470713514200739,Energy,1
-electricity/D/short,Falcon-X,1240125726.0557837,1240125726.0557837,4262.44454054054,1.4355661973779483,0.25572756522294926,0.09628860941019145,11.179510123933376,35215.418868100714,0.5787062827409759,0.07004611941958766,0.055278821576225975,Energy,1
-electricity/H/short,Falcon-X,2018913.0214414415,2018913.0214414415,161.63609691722974,0.8337085019025628,0.20488595228602174,0.11175133792150097,7.443770686496253,1420.8845911760186,0.6707589979153525,0.07630378080560024,0.060889453675684484,Energy,1
-electricity/H/medium,Falcon-X,3870882.9636036037,3870882.9636036037,207.62640765765767,0.9315714985192257,0.2059877014822831,0.11317385128196986,7.500126601897548,1967.4559623035032,0.7679628981693986,0.08104342908625614,0.06454630694911262,Energy,1
-electricity/H/long,Falcon-X,4775092.691411411,4775092.691411411,226.97215615615616,0.9997615942740622,0.2660553926965315,0.1216722713885125,9.622229959874131,2185.198547366214,0.8618416607569277,0.08951775125558863,0.07249525044258409,Energy,1
-electricity/W/short,Falcon-X,39134746354.62342,39134746354.62342,25875.257657657658,1.3907939519795067,0.23707042076704085,0.08990180213172157,11.235535622708856,197825.03975640552,0.45137145824713715,0.05903879911177506,0.04612827318016785,Energy,1
-ett1/15T/short,Falcon-X,5.5432152157738095,5.5432152157738095,1.2060418265206474,0.785279337427774,0.5432512784302412,0.25874317714146206,6.458112593676589,2.3544033672618228,0.4450801899127767,0.2279920818389096,0.1815129396569065,Energy,7
-ett1/15T/medium,Falcon-X,9.619734002976191,9.619734002976191,1.6088631572420635,1.026278647513923,0.7920515007753633,0.3943214053199405,9.583734467808222,3.1015696031164914,0.5911621631444383,0.30665087228187105,0.2505343766916935,Energy,7
-ett1/15T/long,Falcon-X,9.460003720238095,9.460003720238095,1.6154034908234127,1.0291887331696254,0.811348371115728,0.3938593982514881,10.648172285182321,3.0757119046227483,0.5862337301085708,0.30789750256923704,0.2542772765311609,Energy,7
-ett1/D/short,Falcon-X,54241.77777777778,54241.77777777778,134.47881944444444,1.3020291713187262,0.8155668712797619,0.3644685291108631,8.75279054217044,232.89864271347264,0.6117160104138403,0.35321307997884704,0.27872788377440727,Energy,7
-ett1/H/short,Falcon-X,72.30044642857143,72.30044642857143,4.355198451450893,0.7641429155099133,0.4632266816638765,0.236505126953125,5.9837570292959406,8.502966919174238,0.39686825319635877,0.20327492958406795,0.1606879572925821,Energy,7
-ett1/H/medium,Falcon-X,100.73627232142857,100.73627232142857,5.513746279761905,0.9672283548219646,3916647119941.4146,0.3459932599748884,7.217422598732169,10.036746102269827,0.48073634627600687,0.2640953765111397,0.2088916527853663,Energy,7
-ett1/H/long,Falcon-X,113.16494708994709,113.16494708994709,6.014661354993386,1.0553169245538088,3239410407279.195,0.37103190750041337,9.17828961853011,10.637901442011346,0.5094260599630004,0.28802910543855115,0.23203568731366378,Energy,7
-ett1/W/short,Falcon-X,2060929.2857142857,2060929.2857142857,808.5226004464286,1.1543525253595799,0.4516502789088658,0.36354126249040875,6.140880517673632,1435.5937049577383,0.5712569995928091,0.32173044033207104,0.2521866172961874,Energy,7
-ett2/15T/short,Falcon-X,8.914360119047618,8.914360119047618,1.8652117047991073,0.7900419124987144,0.11198907536965659,0.13058426266624815,7.626895366801721,2.9856925694129357,0.14174144773963757,0.08854823503517191,0.0730928183601378,Energy,7
-ett2/15T/medium,Falcon-X,11.01290550595238,11.01290550595238,2.083944072420635,0.887434201111225,0.1373743413088988,0.16307413736979168,8.222163946001443,3.3185697982643636,0.17685257990898776,0.11105714449230104,0.0905500767901323,Energy,7
-ett2/15T/long,Falcon-X,11.006170634920634,11.006170634920634,2.126049572172619,0.9006796908101804,0.14014338084327577,0.16738885788690477,9.492371558128651,3.3175549181468926,0.17679849511403575,0.11330102264227702,0.09398792045905702,Energy,7
-ett2/D/short,Falcon-X,73268.61587301588,73268.61587301588,176.99501488095237,1.2930727135405886,0.35365142822265627,0.13311527797154019,8.946673643214808,270.68176124928675,0.15491829606831184,0.10129890536913629,0.08073453987506723,Energy,7
-ett2/H/short,Falcon-X,104.04326636904761,104.04326636904761,6.477903529575893,0.7616814810613635,0.12392480235853891,0.11558576311383928,6.0208154585138365,10.20016011487308,0.12936641121623585,0.0821578408954856,0.06637109828971818,Energy,7
-ett2/H/medium,Falcon-X,142.26321614583333,142.26321614583333,7.623721749441964,0.8819407185645259,0.14639123369192705,0.1521061306908017,7.168948110624918,11.927414478663568,0.16072957026098053,0.10273454676779163,0.08417004131439615,Energy,7
-ett2/H/long,Falcon-X,141.73553240740742,141.73553240740742,7.69804119130291,0.9081144318514359,0.15878786814768095,0.1620352931754299,8.144062200700343,11.905273302507902,0.16303355490279778,0.10541874926482384,0.08694907622434295,Energy,7
-ett2/W/short,Falcon-X,5082267.428571428,5082267.428571428,1603.476283482143,1.1233719022691067,0.17280043874468123,0.18689949171883719,8.56210678177443,2254.388482176803,0.18910859636356428,0.13450705220902184,0.10384122890798395,Energy,7
-hierarchical_sales/D/short,Falcon-X,29.362869470855724,29.362869470855724,2.3264585055808187,0.7487570843077629,0.6434516691119218,1.063821811053121,6.985198528639126,5.4187516524431825,1.6624129979150095,0.7137317055384342,0.578899127405434,Sales,1
-hierarchical_sales/W/short,Falcon-X,481.2537076271187,481.2537076271187,9.195241119902013,0.7370291602717199,0.550080864527383,0.4672918804621292,7.1696611010381694,21.937495472982295,1.0071611475917803,0.42215801754167326,0.35903184384454767,Sales,1
-hospital/M/short,Falcon-X,3505.8344198174705,3505.8344198174705,20.131535881138635,0.8127622014480563,0.20894095277019503,0.18436769753215315,5.34188287123252,59.21008714583581,0.21494636576059667,0.07308215007641868,0.057389252968927176,Healthcare,1
-jena_weather/10T/short,Falcon-X,807.0372023809524,807.0372023809524,5.823037186879961,0.323921343771159,0.3842920094412544,0.5445107111855159,3.7014389733007187,28.40840020805382,0.17645178373879736,0.03616836185344306,0.029575482596864204,Nature,21
-jena_weather/10T/medium,Falcon-X,1407.2248196248197,1407.2248196248197,9.737371482683983,0.6228285339823666,0.7920692796798701,0.6568757468659813,8.02101922094052,37.512995343278305,0.2302165856407179,0.05975807571070106,0.04906656111494003,Nature,21
-jena_weather/10T/long,Falcon-X,1462.832275132275,1462.832275132275,10.201221478174602,0.6489233085019688,0.7331856267151586,0.6584413881655092,9.593791529003955,38.24699040620418,0.23403989256313548,0.06242302344336746,0.05212877686630387,Nature,21
-jena_weather/D/short,Falcon-X,312.9714285714286,312.9714285714286,8.571685112847222,0.8438702702500822,0.6585006068402337,0.40278557671440973,6.427660793922687,17.690998518213398,0.1065287256760004,0.05161555414904725,0.041772772728280956,Nature,21
-jena_weather/H/short,Falcon-X,1155.0718462823727,1155.0718462823727,8.853035094246032,0.5356017500530382,1.9484236165199007,0.6096405564692983,5.022992472699124,33.98634793975918,0.20833414160842736,0.05426853954000034,0.04343934610626257,Nature,21
-jena_weather/H/medium,Falcon-X,1274.4503968253969,1274.4503968253969,9.954864211309523,0.6822554260097865,2.0884011048723057,0.6530529203869048,5.804621693930767,35.699445329380076,0.21845122080092236,0.0609155750125415,0.04900595702735613,Nature,21
-jena_weather/H/long,Falcon-X,1114.845634920635,1114.845634920635,10.100283151455027,0.6808207712174779,2.399946489726027,0.6238780511119378,7.880808371581638,33.38930419940845,0.20104062416238824,0.060814900989202024,0.04959004040749513,Nature,21
-kdd_cup_2018/D/short,Falcon-X,2834.300684885963,2834.300684885963,21.30597114169825,1.208020986725553,0.6119215690247024,0.4639544605899661,9.382357867607146,53.23815065238426,1.1925910678560925,0.4772763622368813,0.38073316766145754,Nature,1
-kdd_cup_2018/H/short,Falcon-X,4995.532665549184,4995.532665549184,23.956949025968328,0.9850493957790155,0.8495205677587807,0.5369911265323117,8.785373350374675,70.67908223476861,1.4794412012014495,0.5014623326088596,0.4074271911831211,Nature,1
-kdd_cup_2018/H/medium,Falcon-X,5676.744647707476,5676.744647707476,27.553279389889116,1.1134156337401935,0.9326357238311748,0.6233759511042463,10.662694886505555,75.34417461030067,1.5770900292508083,0.5767400389441005,0.47205392620306863,Nature,1
-kdd_cup_2018/H/long,Falcon-X,4260.166087613736,4260.166087613736,24.766303806516248,1.0445772159604378,0.9724356485686659,0.6367128224582701,11.42082200288192,65.26994781378131,1.531496724677187,0.581117565318954,0.48268820959359066,Nature,1
-m4_daily/D/short,Falcon-X,415994.83970394405,415994.83970394405,210.00617205718342,3.864641409400556,0.043988147557553293,0.035313400211312955,31.952221708793,644.9766195017801,0.09963106348797826,0.0324401499658373,0.025744878537815957,Econ/Fin,1
-m4_hourly/H/short,Falcon-X,1128029.268921095,1128029.268921095,234.45996880032206,1.073205277373937,0.1001997869371792,0.09056608534857463,10.943066783455578,1062.087222840523,0.1449983490686853,0.032008960909839373,0.02663532683873162,Econ/Fin,1
-m4_monthly/M/short,Falcon-X,2117891.0824814816,2117891.0824814816,615.6353583622686,1.0492003656029047,0.1773215984415125,0.14355617251219574,8.743237824448082,1455.2975924124528,0.3024608007720985,0.12795016252668698,0.10273503129691271,Econ/Fin,1
-m4_quarterly/Q/short,Falcon-X,2037691.644,2037691.644,623.5920611979167,1.3446610835892947,0.12868684832255045,0.11455843559900919,10.351566694763662,1427.4773707488325,0.2389345748036793,0.10437832994516213,0.08338687056191701,Econ/Fin,1
-m4_weekly/W/short,Falcon-X,353108.14484679664,353108.14484679664,321.4078637240197,3.107740879672161,0.07860434895693834,0.07542296827082105,26.558442993427285,594.2290339985052,0.10825932102568524,0.05855553180386314,0.04672657839299352,Econ/Fin,1
-m4_yearly/A/short,Falcon-X,3827296.283218711,3827296.283218711,918.675439264676,3.3751476890135863,0.17457627457261468,0.15464384541080237,35.791103363853466,1956.3476897572964,0.3137094203966149,0.14731386506254454,0.12151828363292731,Econ/Fin,1
-restaurant/D/short,Falcon-X,142.47715279723545,142.47715279723545,7.139681545951247,0.6832898692524431,0.6519695241722705,0.393193914830835,4.6073311934852095,11.936379383935291,0.5493398355618581,0.32858468722060796,0.2574390956015138,Sales,1
-saugeen/D/short,Falcon-X,1206.22625,1206.22625,12.775104166666667,2.8369681797162345,0.2721778106689453,0.3305827840169271,62.415086475945394,34.7307680594599,1.124937852586889,0.4137886678238726,0.3723507948901396,Nature,1
-saugeen/M/short,Falcon-X,321.9438244047619,321.9438244047619,11.605015345982142,0.6793834011382023,0.35464270909627277,0.35164996555873324,11.026928661251304,17.942793104886483,0.5386964768838557,0.34841737540634765,0.3007156724406477,Nature,1
-saugeen/W/short,Falcon-X,1097.90078125,1097.90078125,16.278375244140626,1.3208213663426487,0.416336727142334,0.4317148685455322,25.255387416977904,33.134585877146556,1.0001950269490518,0.4913762926256957,0.43583301024455995,Nature,1
-solar/10T/short,Falcon-X,33.05552197384428,33.05552197384428,2.4227885967913627,1.0611925488667995,6.103272491969423,1.5315008233063412,8.376701732761335,5.749393183097176,1.6724978543423563,0.7047889404348976,0.5569051579667849,Energy,1
-solar/10T/medium,Falcon-X,25.782123700508738,25.782123700508738,2.096082344890511,0.9159611867476717,3.681070866544994,1.468985964803141,7.110523691009609,5.077610038247201,1.126741789182069,0.46512897874492126,0.37274029241468765,Energy,1
-solar/10T/long,Falcon-X,24.209726815946876,24.209726815946876,2.0548175004276916,0.8999915684808218,3.4177118171981387,1.4628750221766018,7.497990612141755,4.920338079435892,1.0634522521503051,0.4441158845812926,0.3578666271974324,Energy,1
-solar/D/short,Falcon-X,115848.66569343065,115848.66569343065,234.4106295620438,0.9114506198575197,0.9724558289613747,0.4061445918396442,5.3005056924582155,340.3654883995007,0.49171220076264577,0.33864351843105067,0.26107256478190477,Energy,1
-solar/H/short,Falcon-X,183.6085046100653,183.6085046100653,5.448208422373223,0.41873617285828857,1.639723288401646,1.3433564799530189,2.6059603805852505,13.550221570515564,0.4994656938768185,0.20082278255783767,0.15577545922755953,Energy,1
-solar/H/medium,Falcon-X,193.86920620437957,193.86920620437957,5.516853900547445,0.4210151747033239,1.6399525249633995,1.3408801893248175,2.6040069355038717,13.923692261910256,0.5015638933307908,0.19872995389773937,0.15448112963365845,Energy,1
-solar/H/long,Falcon-X,197.96652473641524,197.96652473641524,5.729848438767235,0.4356842616853264,2.281158580615696,1.3363672508617195,2.754171341188118,14.070057737494016,0.48783454371048945,0.19866428772410452,0.15538573133326966,Energy,1
-solar/W/short,Falcon-X,1711291.211678832,1711291.211678832,1064.289689781022,1.1833110254695378,0.2438734291243727,0.20815538837961908,6.037509977311019,1308.1632970232852,0.2670288346189894,0.21724813423975264,0.15991021736935296,Energy,1
-temperature_rain/D/short,Falcon-X,186.11311971799748,186.11311971799748,5.72984896187835,1.3338438193631759,16.207276906932865,1.52112431332221,19.764618412576308,13.64232823670496,1.606062707430489,0.6745547077604112,0.5452123766711368,Nature,1
-us_births/D/short,Falcon-X,88351.74,88351.74,221.49666666666667,0.3261073624733319,0.021116323471069336,0.021174707412719727,2.7028070950070755,297.24020589415557,0.02786385733742631,0.020763515158219118,0.016657190056430186,Healthcare,1
-us_births/M/short,Falcon-X,38195354.666666664,38195354.666666664,5359.875,0.6069202477903395,0.016688262422879536,0.016857435305913288,3.745757584781549,6180.239046077964,0.019195780340780663,0.01664773520683391,0.012237219136432375,Healthcare,1
-us_births/W/short,Falcon-X,2205283.714285714,2205283.714285714,1205.4464285714287,1.0953161643504912,0.01621697630201067,0.01630205980369023,12.087192570895798,1485.0197689881822,0.020158997751254033,0.016363817068499924,0.01317620384331331,Healthcare,1

results/Falcon-X/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "Falcon-X",
-    "model_type": "pretrained",
-    "model_dtype": "float32",
-    "model_link": "https://github.com/ant-intl/Falcon-TST/tree/main/falconx",
-    "code_link": "https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/falconx.ipynb",
-    "org": "ant-intl",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/FastCastrage/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,FastCastrage,41.19430119974079,41.19430119974079,3.45414891671101,0.54726079698134,0.09090018395422905,0.07359176225829543,3.946283327631072,6.4182786788780675,0.11005930942268399,0.059231028042985974,0.0463561985297961,Transport,1
-loop_seattle/5T/medium,FastCastrage,63.56675482939887,63.56675482939887,4.498372209389513,0.7167614661639417,0.13925317014334002,0.10361101384748492,5.399168902915272,7.972876195539403,0.1418538496765736,0.08003528457359232,0.06317566563645825,Transport,1
-loop_seattle/5T/long,FastCastrage,78.42191810715514,78.42191810715514,5.021095082541423,0.794770173985753,0.15408357997947214,0.11427958282551187,5.842507776863342,8.855615060917854,0.15656909427829754,0.08877399299210763,0.0703366793147947,Transport,1
-loop_seattle/D/short,FastCastrage,18.283351524203432,18.283351524203432,2.874329532902799,0.8657988645416135,0.05331839983677347,0.05307423145778408,7.317860694544731,4.2759035915468715,0.07641611042436565,0.051368109284909244,0.04179515115341846,Transport,1
-loop_seattle/H/short,FastCastrage,40.530665954122405,40.530665954122405,3.447700925241385,0.7108936281733236,0.09522570385807827,0.07891810277680157,5.485450450641451,6.366369919673409,0.11269122379434764,0.061027813564796356,0.04851809963749263,Transport,1
-loop_seattle/H/medium,FastCastrage,57.817522393414606,57.817522393414606,4.106665895696272,0.8441321730834369,0.10979087955565399,0.09332368888107001,6.457768798966375,7.603783426256603,0.13439602201091014,0.07258486061078728,0.05798754511888234,Transport,1
-loop_seattle/H/long,FastCastrage,53.54655760878913,53.54655760878913,3.948493953845244,0.829554187911207,0.11653224340123247,0.09131570874434958,6.326913280485013,7.317551339675665,0.13077441789311198,0.07056486171390096,0.056189396181283664,Transport,1
-m_dense/D/short,FastCastrage,8291.319259259259,8291.319259259259,41.915109953703706,0.6278074925526909,0.11757117540770941,0.09073853669343171,6.867757314169771,91.05668157394744,0.1576325848520762,0.07256125538679535,0.060477476582284403,Transport,1
-m_dense/H/short,FastCastrage,41312.165972222225,41312.165972222225,82.6966455078125,0.7476359346059814,0.28114886064757516,0.19862240897284614,8.494873362859057,203.25394454283594,0.3605218916148469,0.14668325938636667,0.12218023468405691,Transport,1
-m_dense/H/medium,FastCastrage,35828.94666666666,35828.94666666666,78.31220703125,0.6800037750053671,0.25344668517220054,0.1855306879679362,6.5484187596968395,189.2853577714522,0.3293326088582661,0.1362533465382495,0.11246852025882416,Transport,1
-m_dense/H/long,FastCastrage,33635.002469135805,33635.002469135805,78.39029320987655,0.6790437973117749,0.2509745367503638,0.18467954282407406,6.781185569967449,183.39848000770291,0.3174898801185245,0.1357051857388042,0.11312760738401474,Transport,1
-sz_taxi/15T/short,FastCastrage,16.520855765057426,16.520855765057426,2.7034855191669767,0.5389394909573454,1054808192893.589,0.3864859323652964,3.7675676330275345,4.06458555883099,0.38005614385652414,0.2527874654167855,0.19838734064348143,Transport,1
-sz_taxi/15T/medium,FastCastrage,16.14658954326923,16.14658954326923,2.7360689603365387,0.5334246653257207,9758823592811.213,0.4028419820671408,3.7200109726477786,4.018281914359572,0.3739681960353803,0.2546368809189264,0.20076199651764337,Transport,1
-sz_taxi/15T/long,FastCastrage,15.363464877136753,15.363464877136753,2.680176337695869,0.5053486082558106,6131311689681.322,0.3965045983295495,3.673759003155968,3.919625604204661,0.36279353580089896,0.24807232840798069,0.1963937236337567,Transport,1
-sz_taxi/H/short,FastCastrage,7.1196345467852735,7.1196345467852735,1.836950448843149,0.5596342335951101,1.1397913174751477,0.2932959784809341,3.850774153050068,2.6682643322551973,0.24856528508948478,0.17112326784582008,0.13465027976785754,Transport,1
-bitbrains_fast_storage/5T/short,FastCastrage,1512765.835470374,1512765.835470374,141.2491331444533,0.6164004669103343,1.708301986968903,0.7098468610857241,14.00673292104372,1229.9454603641473,3.8617245368478743,0.443487342203721,0.34802792963312185,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,FastCastrage,3039741.776586875,3039741.776586875,281.5877167157957,0.9355163478111875,4.1565145119055495,0.7984115653344701,20.084581850112244,1743.485525201421,5.297190535397299,0.8555412513096284,0.6116539767786436,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,FastCastrage,3796918.1568456357,3796918.1568456357,361.57668940853955,0.8468309708512165,4.470021546602853,0.814928134051732,16.615855658339218,1948.5682325352725,5.14948399995265,0.955539224019151,0.6925432594115273,Web/CloudOps,2
-bitbrains_fast_storage/H/short,FastCastrage,2944049.3809774737,2944049.3809774737,319.48458417075267,0.9818806132304431,3.553786126534555,0.5707958747574764,22.45785822601557,1715.823237101501,4.890653642077376,0.9106348552556858,0.6675016816929562,Web/CloudOps,2
-bitbrains_rnd/5T/short,FastCastrage,1553206.1311708223,1553206.1311708223,114.72405625509553,1.5831986054227711,1.0002550962164123,0.6351031140326419,50.62902250374372,1246.2769079024222,5.099405352029564,0.46941772150654315,0.37897999549261413,Web/CloudOps,2
-bitbrains_rnd/5T/medium,FastCastrage,2174550.633913909,2174550.633913909,148.0075646181303,4.344804523767966,0.6205841421481009,0.706899436040495,158.54758871769317,1474.6357631340388,6.2045442726519475,0.6227432633322834,0.7014832592994561,Web/CloudOps,2
-bitbrains_rnd/5T/long,FastCastrage,2257962.721797056,2257962.721797056,166.3044279989401,3.268459648965034,1.4713410218575218,0.6874767652727659,114.66535414844085,1502.6518964141549,5.756321021257201,0.6370748122721603,0.6564031869447605,Web/CloudOps,2
-bitbrains_rnd/H/short,FastCastrage,1918497.4295639573,1918497.4295639573,155.95182080767017,5.797440007178452,1.5562617100482912,0.540926111887231,197.4710949480483,1385.098346531378,6.0618680493786,0.6825214701640802,0.6825295666992588,Web/CloudOps,2
-bizitobs_application/10S/short,FastCastrage,366101.3333333333,366101.3333333333,319.50892361111113,1.0247777704621108,0.01411889182196723,0.014277707205878364,6.397594155110124,605.0630821107278,0.02333486457075246,0.012322182070013921,0.009682397413764948,Web/CloudOps,2
-bizitobs_application/10S/medium,FastCastrage,3650326.1866666665,3650326.1866666665,1053.1103125,2.2709312439114457,0.032569831212361657,0.03324223836263021,29.561666013490704,1910.5826824994167,0.07502295876092868,0.041352542483028776,0.03601139230885129,Web/CloudOps,2
-bizitobs_application/10S/long,FastCastrage,6103024.64,6103024.64,1499.4341666666667,3.1523568626960548,0.04578873952229818,0.04681169721815321,65.53290923377199,2470.430051630687,0.09527461250027075,0.05782718239868197,0.05286984414191079,Web/CloudOps,2
-bizitobs_l2c/5T/short,FastCastrage,13.155865478515626,13.155865478515626,1.9934882027762277,0.205789259036265,0.09488551412267753,0.177967103322347,1.670731623790579,3.627101525807573,0.1245693428214927,0.0684644511810138,0.05413350368663204,Web/CloudOps,7
-bizitobs_l2c/5T/medium,FastCastrage,55.80449617346939,55.80449617346939,4.680579028486394,0.46898581661711014,0.3404406574206572,0.6071006307796556,3.2127901566256005,7.4702407038508065,0.39304451566957366,0.24626728779385526,0.19228644065291212,Web/CloudOps,7
-bizitobs_l2c/5T/long,FastCastrage,58.589151785714286,58.589151785714286,4.927420944940476,0.4859586015750577,0.38507596971236097,0.711544673859127,3.2760231968406788,7.654355086205126,0.4297805948090076,0.2766673195508621,0.21682690197041565,Web/CloudOps,7
-bizitobs_l2c/H/short,FastCastrage,53.17105344742063,53.17105344742063,4.356831868489583,0.4290939937281727,0.377688657179725,0.5913718087332589,2.5816870418869757,7.291848424605426,0.39304930483279865,0.2348443957508452,0.18172456528112335,Web/CloudOps,7
-bizitobs_l2c/H/medium,FastCastrage,72.0449962797619,72.0449962797619,4.7367576962425595,0.4806102406102051,0.47698792740613827,0.7517451695033482,3.176139098317694,8.487932391328403,0.5139571987238846,0.28681787322926794,0.2274159882504632,Web/CloudOps,7
-bizitobs_l2c/H/long,FastCastrage,79.68147941468254,79.68147941468254,5.095440383184524,0.5460589801711027,0.5983867675019501,0.7674915132068453,4.470825547257836,8.9264483090803,0.5452532260349785,0.3112442049514898,0.2505700378233848,Web/CloudOps,7
-bizitobs_service/10S/short,FastCastrage,1801.8518287037036,1801.8518287037036,16.82316860945767,0.688496040713969,0.04827788236910704,0.03864796532524956,4.949848328914375,42.44822527154349,0.03144700366501461,0.012463141663390851,0.009818967748128876,Web/CloudOps,2
-bizitobs_service/10S/medium,FastCastrage,15176.737777777778,15176.737777777778,35.515188492063494,0.9771982610314347,0.0600788080124628,0.05326171875,9.534251528062832,123.19390316804552,0.0927186346021177,0.026729567778441002,0.020459606503380107,Web/CloudOps,2
-bizitobs_service/10S/long,FastCastrage,130608.01693121693,130608.01693121693,75.67448412698413,1.2795750004446198,0.07442371186755953,0.07195198826058201,20.57428482565492,361.3973117376732,0.2677346821169208,0.056062077093718535,0.05202799551369086,Web/CloudOps,2
-car_parts/M/short,FastCastrage,1.3893693546636243,1.3893693546636243,0.46097143012815,0.852619297216962,0.8167565174884437,1.8903542015995023,37.49502730534158,1.1787151287158506,2.826437965544507,1.105362202795344,1.0318822925768258,Sales,1
-covid_deaths/D/short,FastCastrage,257414.23157894737,257414.23157894737,84.36881853070176,32.10869940789115,0.08321591130620763,0.3570035011846021,764.3261384901969,507.36006107984826,0.19089668307856947,0.031744177061335525,0.02675589882226334,Healthcare,1
-electricity/15T/short,FastCastrage,119300.97147922825,119300.97147922825,44.067756358653575,0.8492804160265266,0.13924147901224032,0.14746194641869348,10.046944866193138,345.3997270977906,0.6808509618494463,0.08686623627482379,0.07278779224852282,Energy,1
-electricity/15T/medium,FastCastrage,251076.43877079815,251076.43877079815,50.320744967623874,0.7851520692271373,0.12012524626149118,0.12338563730050851,6.829845870853683,501.07528253826104,0.8634031567217084,0.08670770953527716,0.06961413925645604,Energy,1
-electricity/15T/long,FastCastrage,308044.2670638138,308044.2670638138,55.35335702303866,0.8345792893521801,0.12051839512410802,0.12573698778123826,6.9104415947510285,555.0173574437234,0.8756079113301374,0.08732670551293294,0.06982872855320016,Energy,1
-electricity/D/short,FastCastrage,1367301313.13009,1367301313.13009,4273.682887387387,1.387274576293109,0.31822696396346856,0.09220029098923142,10.730744437305743,36977.03764676248,0.6076555584148502,0.0702308061081455,0.05502022958745777,Energy,1
-electricity/H/short,FastCastrage,1841457.953350929,1841457.953350929,163.5210092245566,0.8743901231946052,0.16645073466840157,0.1194315717456577,10.434319358628542,1357.0032989462218,0.6406024713729553,0.07719359467437972,0.06410378583542833,Energy,1
-electricity/H/medium,FastCastrage,5959942.5950844595,5959942.5950844595,236.80259897592904,1.040000410041244,0.22307416589594206,0.1257988299120654,8.496387506078761,2441.299366133629,0.952919588090081,0.0924318574793139,0.07380222149575615,Energy,1
-electricity/H/long,FastCastrage,8636147.520072073,8636147.520072073,270.52296584084087,1.1598381411975447,0.2903432929143286,0.13808373363597973,9.35316450117283,2938.732298129939,1.1590351965422634,0.10669418207369878,0.08550439641001553,Energy,1
-electricity/W/short,FastCastrage,39566678399.07748,39566678399.07748,27834.84099099099,1.4657901950934287,0.2099195155323522,0.09475310579076543,11.080807311853686,198913.7461290131,0.4538555423084374,0.06350992376787136,0.04938742078187561,Energy,1
-ett1/15T/short,FastCastrage,4.713453928629558,4.713453928629558,1.0457435971214657,0.6633211350260919,0.4660759358408907,0.22987719490414574,4.322966377643944,2.171049038743611,0.4104186498538905,0.19768907452791445,0.152996105186248,Energy,7
-ett1/15T/medium,FastCastrage,8.815565534319196,8.815565534319196,1.5431432039775546,0.9697622790222723,0.7359785740791551,0.3756843470013331,6.4155943075216495,2.969101805987662,0.5659137566187211,0.29412462913951565,0.2254572765384751,Energy,7
-ett1/15T/long,FastCastrage,7.984171626984127,7.984171626984127,1.5151754712301588,0.974796838398017,0.7548364685431121,0.3775969974578373,6.636694276688961,2.8256276518650023,0.5385674242639829,0.28879394293504723,0.22318493650047422,Energy,7
-ett1/D/short,FastCastrage,41158.444444444445,41158.444444444445,136.46769593253967,1.6572989587550477,1.2937456403459822,0.4747723291790675,10.078399809614117,202.87544071287792,0.5328590744794935,0.35843693004653626,0.2710517129597525,Energy,7
-ett1/H/short,FastCastrage,96.63219459170386,96.63219459170386,4.814213198707217,0.7923136401108253,0.4633184432983398,0.254947855359032,5.311254687887913,9.83016757698992,0.45881411280318335,0.22469901355299066,0.17248155215399877,Energy,7
-ett1/H/medium,FastCastrage,129.6549572172619,129.6549572172619,6.684260486421131,1.2352187991999317,3481832096512.057,0.4351100376674107,8.26566105386214,11.386613070499143,0.5453917742058292,0.32016023231597646,0.24606577794044032,Energy,7
-ett1/H/long,FastCastrage,138.12982804232803,138.12982804232803,6.954076760912699,1.3416826417978085,3812043548125.4243,0.47309124658978174,8.905008299678569,11.752864673871134,0.5628192342940602,0.33301567459551584,0.25670783696048916,Energy,7
-ett1/W/short,FastCastrage,1365217.0,1365217.0,927.216796875,1.6207660136738222,0.6157407760620117,0.5976078169686454,8.575844300737012,1168.4250082910755,0.4649441984737682,0.3689616940542802,0.2698127790621292,Energy,7
-ett2/15T/short,FastCastrage,7.125806535993304,7.125806535993304,1.6442642575218565,0.709353469214764,0.10065883088888392,0.12056722186860584,4.658207066850463,2.6694206367662074,0.126726904464829,0.07805908016442556,0.06129396547922927,Energy,7
-ett2/15T/medium,FastCastrage,11.427140376984127,11.427140376984127,2.0829117741660466,0.8537205378174374,0.12794701158718103,0.155415286109561,6.451102578372211,3.3804053569038324,0.1801479085415882,0.11100213145335427,0.08812944689814256,Energy,7
-ett2/15T/long,FastCastrage,10.873730158730158,10.873730158730158,2.071992962549603,0.8581012832362982,0.12997231285205768,0.15834932841951885,6.950604736786422,3.297533951111066,0.17573155322403647,0.11042025555352672,0.08921349190431654,Energy,7
-ett2/D/short,FastCastrage,107755.42857142857,107755.42857142857,195.83985615079365,1.2863136715063876,0.42009437197730654,0.1327599903893849,11.76064462833629,328.26122002367043,0.18787255709969733,0.11208431673541397,0.09174626226472626,Energy,7
-ett2/H/short,FastCastrage,102.88259626116071,102.88259626116071,6.267659795851935,0.7188006054107315,0.11666486202506661,0.10722274780273437,4.9746116753045015,10.14310584885915,0.1286428043751985,0.07949136536899737,0.06278048633810103,Energy,7
-ett2/H/medium,FastCastrage,238.0694568452381,238.0694568452381,9.53556896391369,1.0197300274587329,0.16951162412327236,0.16535571870349702,7.096984613838997,15.429499565612558,0.20792242898650207,0.12849792388367232,0.10319350747087977,Energy,7
-ett2/H/long,FastCastrage,224.02481812169313,224.02481812169313,9.218148561507936,1.012331353322076,0.17451836926919737,0.17115568938078704,7.551156590428459,14.967458639384748,0.20496782625943152,0.1262354497387443,0.10289390905557101,Energy,7
-ett2/W/short,FastCastrage,2686491.4285714286,2686491.4285714286,1127.639369419643,0.7440438349787467,0.11856219598225184,0.1267692106110709,8.861570470093023,1639.051990807927,0.137491333830266,0.09459165532912936,0.08040530149361222,Energy,7
-hierarchical_sales/D/short,FastCastrage,28.208368078880735,28.208368078880735,2.2981108016936234,0.7425044680463874,0.6392771133104264,1.0512872185772142,6.902086193497896,5.311155060707674,1.6294035551309292,0.7050349439177257,0.5700041869407575,Sales,1
-hierarchical_sales/W/short,FastCastrage,448.8980257713188,448.8980257713188,8.76413532838983,0.7130314799077969,0.5243458731005235,0.4500142113637116,6.588281630257351,21.18721373308248,0.9727153459228841,0.4023657397838219,0.340091652709821,Sales,1
-hospital/M/short,FastCastrage,2495.217357942199,2495.217357942199,17.044319428034008,0.746258280047238,0.18969613663376234,0.17074276104744285,4.900015582248491,49.952150683851436,0.18133790657956658,0.06187483745624415,0.04886535707494119,Healthcare,1
-jena_weather/10T/short,FastCastrage,743.5681399178883,743.5681399178883,5.086236657036675,0.2582809636530717,0.34327260890424766,0.5376790398879657,2.092089197327244,27.268445865466706,0.1693712394236701,0.03159190702889961,0.02610216167434407,Nature,21
-jena_weather/10T/medium,FastCastrage,1411.7247722763348,1411.7247722763348,9.11322615101912,0.5700082266346301,0.724943352401183,0.6383978861578959,5.134018794085036,37.572926054225995,0.2305844176356895,0.05592771619070454,0.0460859867325576,Nature,21
-jena_weather/10T/long,FastCastrage,1335.490021494709,1335.490021494709,9.25623863260582,0.6184131302227553,0.7666826280566805,0.6303082178509425,5.219319878715301,36.54435690355912,0.22362118055106747,0.056640509941060735,0.04678555340406039,Nature,21
-jena_weather/D/short,FastCastrage,358.97090773809526,358.97090773809526,9.588437034970237,1.0536893605349429,0.6664522690619712,0.4532486204117063,6.640625657808254,18.946527590513657,0.11408906275836565,0.0577380625241894,0.045343457585027044,Nature,21
-jena_weather/H/short,FastCastrage,1084.8110783958593,1084.8110783958593,8.166893470655806,0.513543111943954,1.1271663599800117,0.6024590717720408,4.3031887044842385,32.936470339061216,0.20189845091130676,0.05006253321952261,0.04023469538292484,Nature,21
-jena_weather/H/medium,FastCastrage,1231.8856150793652,1231.8856150793652,9.865445188492064,0.7723618356933357,1.970971513124132,0.6716085282583085,5.863607908710092,35.098228090309135,0.21477228246396818,0.06036840877561666,0.04826841624693872,Nature,21
-jena_weather/H/long,FastCastrage,1400.909656084656,1400.909656084656,11.220857101521164,0.9503628643995663,1.869225139756245,0.6528806010251322,6.706973964068936,37.428727684556094,0.22536240890928372,0.06756199162679724,0.05469127292424344,Nature,21
-kdd_cup_2018/D/short,FastCastrage,2887.3184854794204,2887.3184854794204,21.030971427413725,1.1820544415545176,0.5284553719086884,0.4597280063371692,9.041291877346076,53.7337741600143,1.203693591870483,0.4711160891584465,0.37405374155949755,Nature,1
-kdd_cup_2018/H/short,FastCastrage,3807.558529763694,3807.558529763694,17.463654132641196,0.7212102415263005,0.6623892537786514,0.4003572798727089,6.254863763994463,61.70541734534898,1.2916061355113488,0.3655459082292011,0.2967024443076729,Nature,1
-kdd_cup_2018/H/medium,FastCastrage,4914.494652095501,4914.494652095501,23.7582776648471,0.9709881984002096,0.8967829556510498,0.5186923189076124,7.9681677009981815,70.10345677707699,1.4673923262547932,0.4973037840528712,0.3956863815278997,Nature,1
-kdd_cup_2018/H/long,FastCastrage,3899.526211177577,3899.526211177577,22.58267872522425,0.9480880874668176,0.9291768369870564,0.566123710519368,6.99581806707213,62.44618652229756,1.4652399309102973,0.5298809176009805,0.4152345170048677,Nature,1
-m4_daily/D/short,FastCastrage,337435.1210247051,337435.1210247051,168.57003004970176,3.1677525587879787,0.036237787260047616,0.029388254945568,23.991375713479375,580.8916603160224,0.08973170734486774,0.026039410852113736,0.02062229654683674,Econ/Fin,1
-m4_hourly/H/short,FastCastrage,557477.4676057352,557477.4676057352,166.18562117866847,0.6518938209299902,0.08196356119932952,0.07455959191452861,4.812889319448176,746.644137193707,0.10193342081707964,0.022688008936924353,0.018412788706861093,Econ/Fin,1
-m4_monthly/M/short,FastCastrage,1808670.7927800927,1808670.7927800927,547.7257713216146,0.9102066268611854,0.1578748242877148,0.12949517337922697,7.368147359564223,1344.8683180074147,0.27950980451060103,0.11383621817662494,0.0905644834126402,Econ/Fin,1
-m4_quarterly/Q/short,FastCastrage,1694682.43628125,1694682.43628125,539.2564060872396,1.1338825724472368,0.11041442341605823,0.09804493774970373,8.507891118881037,1301.7996913047914,0.2178983448279225,0.09026202656914938,0.07189845511632867,Econ/Fin,1
-m4_weekly/W/short,FastCastrage,230753.81358474394,230753.81358474394,243.7277292693379,1.8592638682444755,0.0592232003875072,0.058654249774482484,13.377573595851894,480.36841443286414,0.08751567384480227,0.044403411674875444,0.03523940284866964,Econ/Fin,1
-m4_yearly/A/short,FastCastrage,3551467.068454195,3551467.068454195,867.1524761460419,3.2342437344561046,0.161985010774354,0.14484492426446322,28.415376220493158,1884.5336474720198,0.30219370504242604,0.13905191873586703,0.1124268068718809,Econ/Fin,1
-restaurant/D/short,FastCastrage,137.59787359831768,137.59787359831768,7.057849619316656,0.678122317584521,0.6776080649473804,0.3901126263377,4.532145563045431,11.730212001422553,0.5398515349335961,0.3248185923542151,0.2539329951094045,Sales,1
-saugeen/D/short,FastCastrage,1116.8335416666666,1116.8335416666666,12.339823404947916,2.741652080556288,0.270247802734375,0.31199071248372395,25.72929605561061,33.4190595568856,1.082451301653732,0.3996898202394495,0.3235258182083089,Nature,1
-saugeen/M/short,FastCastrage,394.23130580357144,394.23130580357144,12.370637439546131,0.7249042074325174,0.35922454652332125,0.35321044921875,4.319230139209171,19.855258895405303,0.5961144372588663,0.37140364749990706,0.28584828429038134,Nature,1
-saugeen/W/short,FastCastrage,1057.7291015625,1057.7291015625,14.97607421875,1.2150253524628305,0.3779211759567261,0.3805950880050659,10.678579721895806,32.52274744794019,0.9817261752043073,0.45206525327799263,0.35538004237551035,Nature,1
-solar/10T/short,FastCastrage,18.904800095755398,18.904800095755398,1.8075423637445827,0.7957913491664615,4.8980766124369755,1.5015486445740192,3.79287278330578,4.347965052269325,1.2648225382617353,0.5258138676468426,0.3806775950684384,Energy,1
-solar/10T/medium,FastCastrage,20.454109576317464,20.454109576317464,1.8414402061214332,0.8105441402392419,3.597093475305423,1.4493466173698089,4.074838411284987,4.522621980258516,1.0035878029293825,0.4086229047561483,0.29401828929100604,Energy,1
-solar/10T/long,FastCastrage,19.571969092153285,19.571969092153285,1.7770572263248936,0.7786166114590873,3.019146732901085,1.4501677501520682,4.097982350994818,4.424021823200388,0.9561815261826103,0.3840824839222787,0.2934427829511042,Energy,1
-solar/D/short,FastCastrage,124681.27493917276,124681.27493917276,247.69084549878346,0.9660743545528225,1.0705964397049879,0.42172075628944267,5.06725081648663,353.1023575950361,0.5101126497233096,0.3578289150210068,0.27282147837618803,Energy,1
-solar/H/short,FastCastrage,210.6088857183018,210.6088857183018,5.730011185636165,0.4418462333095233,1.6418681801544768,1.3470073778843938,2.870505014427554,14.512370093072386,0.534930797287568,0.21121012159565986,0.16580576625665894,Energy,1
-solar/H/medium,FastCastrage,538.7970954987835,538.7970954987835,9.411567869905717,0.7189088249926215,3.6845296575274973,1.3784439866560219,3.934952970032804,23.21200326337181,0.8361505346274095,0.33902664138091637,0.2580164429159556,Energy,1
-solar/H/long,FastCastrage,511.68276561232767,511.68276561232767,9.660513293288727,0.7347968507773059,4.2805112195114425,1.3776440845498783,4.025555135830576,22.620405955957725,0.7842908023903736,0.3349476458136137,0.25315805114485046,Energy,1
-solar/W/short,FastCastrage,1419729.0510948906,1419729.0510948906,960.1640054744526,1.0480512604046979,0.21508202239544721,0.18901194273120295,6.122550374510068,1191.5238357225132,0.24321979877472844,0.19599347423933464,0.14157769656039362,Energy,1
-temperature_rain/D/short,FastCastrage,180.58869728256175,180.58869728256175,5.728473290739832,1.3307053511821552,23.113669204616045,1.5067933589728013,19.04657866097999,13.438329408172795,1.5820466670059021,0.6743927612859087,0.5447058610050921,Nature,1
-us_births/D/short,FastCastrage,130980.98666666666,130980.98666666666,216.81268229166668,0.319279274747034,0.020971126556396484,0.02068474769592285,2.3911580057970063,361.9129545438608,0.033926402734250266,0.02032442963140378,0.015963613322858134,Healthcare,1
-us_births/M/short,FastCastrage,52028485.333333336,52028485.333333336,6003.083333333333,0.6776967560870849,0.018454705675443012,0.01869501049319903,3.6233419833997496,7213.0773830129765,0.02240376917349799,0.018645535904828228,0.013938469383527795,Healthcare,1
-us_births/W/short,FastCastrage,1638384.0,1638384.0,974.8124302455357,0.8869808078158046,0.013226964644023351,0.013254557337079729,5.32907232677003,1279.993749984741,0.017375789646990856,0.013232983155910172,0.01039919428310781,Healthcare,1

results/FastCastrage/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "FastCastrage",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "",
-    "code_link": "",
-    "org": "sme",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/FlowState-r1.1/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[mean],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,FlowState-r1.1,41.18631665492575,41.18631665492575,3.5313914894442564,3.5313914894442564,0.5585164871955189,0.0924224082715002,0.07574458536840936,7.1386863681154065,6.417656632675649,0.1100486425372225,0.06055556754191994,0.04832590599299439,Transport,1
-loop_seattle/5T/medium,FlowState-r1.1,63.29747640981763,63.29747640981763,4.61263058279567,4.61263058279567,0.7340415633852784,0.14249896623770889,0.10689076798619132,9.918247739475596,7.95597111670333,0.14155307452772617,0.0820681763517885,0.06564512744241545,Transport,1
-loop_seattle/5T/long,FlowState-r1.1,74.92596474207373,74.92596474207373,4.954258121560027,4.954258121560027,0.7847423188554609,0.1481291061382121,0.11335350154723177,11.117572501835635,8.655978554852926,0.15303948074296336,0.08759230231284211,0.07047262089836084,Transport,1
-loop_seattle/D/short,FlowState-r1.1,19.202562320736785,19.202562320736785,2.928832532254781,2.928832532254781,0.8852385524728139,0.05418352716601424,0.05413354100088586,17.37128648415423,4.382072833801007,0.07831349537191128,0.052342149858993804,0.04399730354473092,Transport,1
-loop_seattle/H/short,FlowState-r1.1,59.50151512374327,59.50151512374327,4.101224705045146,4.101224705045146,0.8354556467000297,0.1093292313444123,0.09460305469932616,11.792800639073072,7.71372252053075,0.13654073297773034,0.07259584796352124,0.05860784400416869,Transport,1
-loop_seattle/H/medium,FlowState-r1.1,70.48822588374371,70.48822588374371,4.540771216676946,4.540771216676946,0.9338664808678643,0.11269175054119099,0.10353630782403936,12.937869517595587,8.395726644177007,0.14839353117576465,0.0802576243440828,0.06472378046382879,Transport,1
-loop_seattle/H/long,FlowState-r1.1,58.680955620323786,58.680955620323786,4.1843423114431495,4.1843423114431495,0.881609157316706,0.12109606066724464,0.09702981696901429,11.126577538744572,7.660349575595346,0.13690067899513877,0.07477978621362534,0.0598261300450432,Transport,1
-m_dense/D/short,FlowState-r1.1,9165.257708333333,9165.257708333333,46.75142975983796,46.75142975983796,0.7080525556385575,0.13111976414278226,0.10177948704472295,12.484336659406704,95.73535244795066,0.16573205620105474,0.08093364035662448,0.06745370604949491,Transport,1
-m_dense/H/short,FlowState-r1.1,45357.06244249132,45357.06244249132,88.8164010281033,88.8164010281033,0.7908603854810199,0.29801525639719595,0.2108831982369297,15.716386667864725,212.97197572096502,0.37775925324817894,0.15753817944820003,0.13254244564706233,Transport,1
-m_dense/H/medium,FlowState-r1.1,37333.612291666665,37333.612291666665,80.65108723958333,80.65108723958333,0.7013222843424145,0.26109505457277044,0.19177552964952257,12.237213634057158,193.21907848777943,0.3361767973557966,0.14032270738306465,0.116484184339851,Transport,1
-m_dense/H/long,FlowState-r1.1,33911.18148148148,33911.18148148148,79.69908950617284,79.69908950617284,0.6990924490177047,0.25759383242079864,0.19106638025354455,11.008171994373534,184.14988862739364,0.3187907050673161,0.137970916660747,0.11356870870963892,Transport,1
-sz_taxi/15T/short,FlowState-r1.1,16.620113698845234,16.620113698845234,2.7355782388913035,2.7355782388913035,0.5464031171222989,1087704810534.7782,0.39686791465978194,7.590175889379568,4.0767773668481375,0.38119613414755593,0.2557882747788491,0.20405979696838894,Transport,1
-sz_taxi/15T/medium,FlowState-r1.1,16.319562237079328,16.319562237079328,2.7636555859166334,2.7636555859166334,0.5385217982835804,9333318291956.139,0.40757947742429557,7.388613518681938,4.039747793746452,0.3759659580219572,0.25720427933900225,0.20562579105609002,Transport,1
-sz_taxi/15T/long,FlowState-r1.1,15.67457285823985,15.67457285823985,2.735411571709179,2.735411571709179,0.5158517998320638,5970907624088.145,0.4060595259707198,6.402822780595488,3.9591126352049963,0.36644839656489564,0.253184811031775,0.20062083656449903,Transport,1
-sz_taxi/H/short,FlowState-r1.1,7.432201711540548,7.432201711540548,1.900836227286575,1.900836227286575,0.5801890213933354,1.3546589297107143,0.30318191723945814,7.291773597003335,2.7262064689858962,0.2539629568572672,0.1770746252255366,0.14077263642438345,Transport,1
-bitbrains_fast_storage/5T/short,FlowState-r1.1,1976861.612706536,1976861.612706536,167.4826576990746,167.4826576990746,0.7519912197587632,2.2339818168864483,0.6668860623658195,16.873362129733305,1406.0091083298628,4.414520862588936,0.5258541229598823,0.4061369341649599,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,FlowState-r1.1,3028042.7402493255,3028042.7402493255,293.7332585337577,293.7332585337577,1.045613905514075,4.431932811361121,0.7435921984303433,25.177973240934428,1740.1272195587671,5.2869871149162195,0.8924427683420221,0.6566134834043376,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,FlowState-r1.1,4617118.666467717,4617118.666467717,404.63246794619585,404.63246794619585,0.9590761896289091,4.779574306200461,0.7558024375698824,20.584272408017313,2148.7481626444073,5.678499841220382,1.0693228014945033,0.7406708163367473,Web/CloudOps,2
-bitbrains_fast_storage/H/short,FlowState-r1.1,3312387.107490891,3312387.107490891,342.97028445108265,342.97028445108265,1.0820700147909392,3.969181289200646,0.484934175936071,23.128998802987564,1819.9964580984467,5.187581059423924,0.9775767110132656,0.6996050717085824,Web/CloudOps,2
-bitbrains_rnd/5T/short,FlowState-r1.1,1681179.2138263306,1681179.2138263306,125.49460379907278,125.49460379907278,1.7681451504562586,1.1160088371764871,0.575984034574635,58.96794258096454,1296.602951495303,5.305324992517941,0.5134876927385813,0.422501174777909,Web/CloudOps,2
-bitbrains_rnd/5T/medium,FlowState-r1.1,2285917.636175524,2285917.636175524,150.01609405881368,150.01609405881368,4.475115798948466,0.5603419467449297,0.6458122348889342,166.03007290649845,1511.9251423848748,6.361439808223015,0.6311941814225975,0.6231177815796237,Web/CloudOps,2
-bitbrains_rnd/5T/long,FlowState-r1.1,2351187.6310941125,2351187.6310941125,178.95946986407603,178.95946986407603,3.4129345721695743,1.8509179005254237,0.6165357994238756,121.92821155502831,1533.3582852986815,5.87395018000862,0.6855534158590824,0.627068224219766,Web/CloudOps,2
-bitbrains_rnd/H/short,FlowState-r1.1,1966932.091537609,1966932.091537609,158.2553058756134,158.2553058756134,5.868490186601384,1.5189840510272619,0.4709583415088658,220.67158925254097,1402.473561796303,6.137910603446953,0.6926026603607015,0.6419735300133448,Web/CloudOps,2
-bizitobs_application/10S/short,FlowState-r1.1,500666.25333333336,500666.25333333336,372.10096571180554,372.10096571180554,1.1823625169483314,0.016823274824354383,0.01695952468448215,20.97155737936136,707.577736600957,0.027288446639498865,0.014350447762970033,0.011755689383340543,Web/CloudOps,2
-bizitobs_application/10S/medium,FlowState-r1.1,3935967.1466666665,3935967.1466666665,1093.320625,1093.320625,2.3676547555327216,0.03411839485168457,0.0348132578531901,64.83349684614342,1983.927202965539,0.07790298221381144,0.04293148310888284,0.03895132702591145,Web/CloudOps,2
-bizitobs_application/10S/long,FlowState-r1.1,6119067.306666667,6119067.306666667,1497.1277777777777,1497.1277777777777,3.216036669297102,0.04633814493815104,0.04741866217719184,95.45157875719431,2473.674858720658,0.09539975173986631,0.05773823419813738,0.05333611330028972,Web/CloudOps,2
-bizitobs_l2c/5T/short,FlowState-r1.1,19.885550231025334,19.885550231025334,2.7026234399704707,2.7026234399704707,0.276430121944435,0.14285877266744829,0.1902939099432862,3.5472860599123264,4.459321723202457,0.15315115259634096,0.09281902507992103,0.07396516958850098,Web/CloudOps,7
-bizitobs_l2c/5T/medium,FlowState-r1.1,53.191010310374146,53.191010310374146,4.453667299439307,4.453667299439307,0.4470985778463834,0.32591378373837027,0.43945305473916607,5.292615331439768,7.2932167327163775,0.38373046495036595,0.23432840215507506,0.18430884138915696,Web/CloudOps,7
-bizitobs_l2c/5T/long,FlowState-r1.1,49.95102740575397,49.95102740575397,4.214128340463789,4.214128340463789,0.42011206020231284,0.3312073844203662,0.5385287930608905,4.635159047287204,7.067604078169205,0.3968354029021234,0.23661700618385545,0.18553585102949338,Web/CloudOps,7
-bizitobs_l2c/H/short,FlowState-r1.1,50.07088022383432,50.07088022383432,4.286062694731212,4.286062694731212,0.42650556524094235,0.3814869247180381,0.5247374697670417,4.75810589710833,7.0760780255614995,0.381418747645028,0.23102976810699172,0.1803095237048081,Web/CloudOps,7
-bizitobs_l2c/H/medium,FlowState-r1.1,65.80172991071429,65.80172991071429,4.498783365885417,4.498783365885417,0.45699914387985396,0.4527186809383691,0.5840262827972638,5.5938648215563616,8.111826545896694,0.4911834185110209,0.27240816606389223,0.21507537775708097,Web/CloudOps,7
-bizitobs_l2c/H/long,FlowState-r1.1,75.38985615079365,75.38985615079365,4.987205481150793,4.987205481150793,0.5384132586346023,0.6017732506175247,0.6503577405360634,8.8745103938435,8.682733218911753,0.530366404922417,0.30463290475010524,0.2476359444838448,Web/CloudOps,7
-bizitobs_service/10S/short,FlowState-r1.1,3317.9713483782166,3317.9713483782166,19.666672522126053,19.666672522126053,0.7618789966532473,0.06100102321023033,0.048019160027541814,12.137484066395194,57.601834592122295,0.0426732813260109,0.014569699996985671,0.011750894008903083,Web/CloudOps,2
-bizitobs_service/10S/medium,FlowState-r1.1,50150.591594742065,50150.591594742065,49.034828210255455,49.034828210255455,1.0852290148445844,0.07175583915104941,0.06815943975297231,19.99207193622117,223.94327762793432,0.16854498012543406,0.03690476549996101,0.03089093635655254,Web/CloudOps,2
-bizitobs_service/10S/long,FlowState-r1.1,129285.9797883598,129285.9797883598,77.02262359457671,77.02262359457671,1.344908114283321,0.08371802274512236,0.0838547269629423,30.38519638750258,359.56359630579925,0.2663762227644862,0.05706082526520561,0.0530009267095947,Web/CloudOps,2
-car_parts/M/short,FlowState-r1.1,1.4856415840358994,1.4856415840358994,0.4481034558164942,0.4481034558164942,0.8372151288965608,0.8769938348475738,1.8817615337004137,21.63020858024475,1.2188689773867818,2.9227227756579506,1.0745061203984554,0.9378051838705077,Sales,1
-covid_deaths/D/short,FlowState-r1.1,430168.97855135886,430168.97855135886,104.5614619434328,104.5614619434328,34.05063977408983,0.09260296089109638,0.1326858238616121,915.2672393419839,655.8726847120246,0.24677527783105752,0.03934175705585549,0.033454791500207165,Healthcare,1
-electricity/15T/short,FlowState-r1.1,141113.07029197094,141113.07029197094,53.85753833573144,53.85753833573144,1.032094945860029,0.1720920030335683,0.158048031749295,18.846808710858166,375.6501967149371,0.7404805986749748,0.10616382629040971,0.08908891969322026,Energy,1
-electricity/15T/medium,FlowState-r1.1,249810.31007338667,249810.31007338667,53.64487963626621,53.64487963626621,0.8294280868833853,0.12422209056386399,0.12399649101777002,11.156120735340924,499.810274077461,0.8612234235569413,0.09243552862517805,0.07431042920154046,Energy,1
-electricity/15T/long,FlowState-r1.1,300442.04575821967,300442.04575821967,58.12667236208987,58.12667236208987,0.8798687887631998,0.12945158170611068,0.12530573691716795,11.37083631209657,548.1259396874223,0.8647358723163199,0.09170195221656668,0.07317596576603264,Energy,1
-electricity/D/short,FlowState-r1.1,1208854381.3754954,1208854381.3754954,4249.771407657658,4249.771407657658,1.4243974716455194,0.36926631643707913,0.09978502848201326,20.625049273470584,34768.583252348595,0.5713633055316376,0.0698378597025261,0.05561432124729894,Energy,1
-electricity/H/short,FlowState-r1.1,1613915.3673808323,1613915.3673808323,174.46095134477358,174.46095134477358,0.9619028196498475,0.183780782831857,0.11713235586192641,16.742957322111057,1270.3996880434254,0.5997193771253657,0.08235802799536732,0.06814279119523865,Energy,1
-electricity/H/medium,FlowState-r1.1,5808216.924979061,5808216.924979061,240.25960720577754,240.25960720577754,1.0733431319975204,0.22825562854870293,0.12026463458328647,15.781710098518042,2410.024258172324,0.9407118836534168,0.09378124178375646,0.0756033463338115,Energy,1
-electricity/H/long,FlowState-r1.1,8956605.67370777,8956605.67370777,275.1706645434497,275.1706645434497,1.1953276268295878,0.3050557565978495,0.132755564606184,17.914241508835946,2992.758873298644,1.180343267092205,0.10852723354793894,0.08786070653593353,Energy,1
-electricity/W/short,FlowState-r1.1,36078963230.25586,36078963230.25586,25494.158621903152,25494.158621903152,1.3594268430357415,0.20350993436779727,0.09040927497653274,20.266511487896995,189944.63201221524,0.43339097243819963,0.058169257428289774,0.04631378270512843,Energy,1
-ett1/15T/short,FlowState-r1.1,4.656153322401501,4.656153322401501,1.0622073059990293,1.0622073059990293,0.6766890014504159,0.4598139387429506,0.2314501444498698,7.961049498743763,2.1578121610560776,0.4079163149073156,0.20080139400024954,0.15827797794511383,Energy,7
-ett1/15T/medium,FlowState-r1.1,8.89330315968347,8.89330315968347,1.5627029951791915,1.5627029951791915,0.9899752461852758,0.7306958562600337,0.38553465101453993,10.358971100581922,2.982164173831392,0.5684034065381015,0.29785271839207844,0.23021491376994435,Energy,7
-ett1/15T/long,FlowState-r1.1,8.130042840866816,8.130042840866816,1.5652777390252977,1.5652777390252977,1.0145398677902764,0.7679734756468817,0.39474683246915304,10.028280214822347,2.8513229983407378,0.543464966651646,0.2983434759004775,0.22842927100955762,Energy,7
-ett1/D/short,FlowState-r1.1,42483.40793650794,42483.40793650794,134.5613777281746,134.5613777281746,1.581535388586393,1.630994385007828,0.46574381268213666,19.71956304105528,206.11503568761773,0.5413679781391109,0.35342992204955054,0.2771837936830846,Energy,7
-ett1/H/short,FlowState-r1.1,106.3021133786156,106.3021133786156,4.993795285906111,4.993795285906111,0.8244809076861775,0.49539737247285387,0.258320867447626,10.146414504419937,10.310291624324483,0.4812235010494161,0.23308086119874988,0.181706814247171,Energy,7
-ett1/H/medium,FlowState-r1.1,139.02376534598216,139.02376534598216,6.8204275948660715,6.8204275948660715,1.2648960406205094,2760500344873.384,0.44136278061639694,15.817099356337005,11.790833954643842,0.5647530592501833,0.3266823504098217,0.25543631892563273,Energy,7
-ett1/H/long,FlowState-r1.1,154.54894386574074,154.54894386574074,7.164622085813492,7.164622085813492,1.3670575458208438,2378460364492.3257,0.47707191749855327,16.393400912726182,12.431771549772813,0.5953305994401435,0.34309822570600446,0.26805497941370754,Energy,7
-ett1/W/short,FlowState-r1.1,1075680.0,1075680.0,771.2861328125,771.2861328125,1.3643363010023326,0.5668923514229911,0.5037649699619838,14.536345828009663,1037.1499409439311,0.41270671593599034,0.30691316110987005,0.23742146321787652,Energy,7
-ett2/15T/short,FlowState-r1.1,7.304920473552886,7.304920473552886,1.6587105387733097,1.6587105387733097,0.725191432710606,0.10680937565710347,0.125530667532058,10.481100255821858,2.702761638316055,0.12830971479477007,0.07874489305304956,0.06335551758223466,Energy,7
-ett2/15T/medium,FlowState-r1.1,11.586610000852554,11.586610000852554,2.1286878894624257,2.1286878894624257,0.8735594682799485,0.1340193696868576,0.15848787580217633,10.70772645226366,3.4039109860354095,0.18140057047902014,0.1134416261484014,0.0899161296351619,Energy,7
-ett2/15T/long,FlowState-r1.1,11.234950823102679,11.234950823102679,2.135616706969246,2.135616706969246,0.8812962652946466,0.13562774243052372,0.16070971231611947,11.09320254219016,3.351857816659692,0.1786265614989045,0.11381087441999353,0.09115107804358559,Energy,7
-ett2/D/short,FlowState-r1.1,140633.44603174602,140633.44603174602,224.67652219742064,224.67652219742064,1.4766893919320996,0.4055099366203187,0.15303484598795572,14.408425559750553,375.011261206575,0.21462882694062074,0.12858829424262969,0.10328619732668874,Energy,7
-ett2/H/short,FlowState-r1.1,102.00043647402809,102.00043647402809,6.215718950544085,6.215718950544085,0.7153557065546415,0.11585144904957281,0.10676509766351609,9.31099124124636,10.099526547023286,0.12809008954597403,0.07883260599007601,0.06331160459119221,Energy,7
-ett2/H/medium,FlowState-r1.1,246.4487537202381,246.4487537202381,9.741715204148065,9.741715204148065,1.0343091666071846,0.17109220222949373,0.167119870867048,13.207667592066016,15.69868636925517,0.21154988101620983,0.13127586881201597,0.10598055052874122,Energy,7
-ett2/H/long,FlowState-r1.1,282.89351851851853,282.89351851851853,10.30222232556217,10.30222232556217,1.0936991912522707,0.1843426839589738,0.1781482393779452,13.223136510848828,16.819438709972413,0.23032927445605814,0.1410810095657247,0.11317765420760437,Energy,7
-ett2/W/short,FlowState-r1.1,4708938.857142857,4708938.857142857,1478.9453125,1478.9453125,0.9147873844250943,0.1429311547960554,0.16028210094996861,8.131814176064013,2170.0089532402526,0.18203048291198762,0.1240608381052101,0.09609149321916526,Energy,7
-hierarchical_sales/D/short,FlowState-r1.1,29.64594539344286,29.64594539344286,2.3308367057002344,2.3308367057002344,0.7504326015202561,0.6556324687627294,1.0474300598974176,12.383659662309565,5.444809031861711,1.6704071133525444,0.7150748888494296,0.5901059020086894,Sales,1
-hierarchical_sales/W/short,FlowState-r1.1,437.5111029026872,437.5111029026872,8.690049680612855,8.690049680612855,0.7051757021096121,0.5148454852359658,0.44845643184952816,11.043459702369713,20.91676607180678,0.9602989615079262,0.39896443145639526,0.3363650389267718,Sales,1
-hospital/M/short,FlowState-r1.1,1957.4588355669919,1957.4588355669919,16.36353972765323,16.36353972765323,0.74437363544445,0.18870636609677177,0.1713015998979591,9.323686869590068,44.24317840715099,0.16061301151088805,0.05940344905716918,0.046680543662433814,Healthcare,1
-jena_weather/10T/short,FlowState-r1.1,780.2115707518562,780.2115707518562,5.473272321337745,5.473272321337745,0.2775795614205036,0.3780787137716162,0.4552668513938,4.066894111573193,27.93226755478073,0.17349439431840422,0.03399588180472134,0.027549205943691757,Nature,21
-jena_weather/10T/medium,FlowState-r1.1,1430.7339318653894,1430.7339318653894,9.435519536886725,9.435519536886725,0.5859960273681665,0.741478591207612,0.5981370526009934,9.219933286547313,37.82504371266991,0.23213164695936558,0.05790562217595341,0.04771194345863314,Nature,21
-jena_weather/10T/long,FlowState-r1.1,1354.094798787435,1354.094798787435,9.405177274835173,9.405177274835173,0.6118957062764383,0.79288590954648,0.5996555597889854,9.17752728389396,36.79802710455324,0.2251734257393483,0.05755188941633385,0.04758977870854997,Nature,21
-jena_weather/D/short,FlowState-r1.1,356.8233367435516,356.8233367435516,9.431417216951886,9.431417216951886,0.9967967016292069,0.5989843455668028,0.43969016302199593,14.112515936314143,18.889768043667228,0.1137472775171724,0.0567925465827262,0.044910965661652875,Nature,21
-jena_weather/H/short,FlowState-r1.1,1091.956836847036,1091.956836847036,8.258424466116386,8.258424466116386,0.5304386924037128,1.1396004250491016,0.5217299064419306,7.849252843925402,33.04477018904861,0.20256233251316866,0.05062361496751318,0.041416455825921565,Nature,21
-jena_weather/H/medium,FlowState-r1.1,1414.8333875868057,1414.8333875868057,10.606650991288442,10.606650991288442,0.8112445925213712,2.1094796253792336,0.6351193367754044,11.055883158731206,37.61427106281346,0.2301683912742822,0.06490397730679902,0.05207389480094752,Nature,21
-jena_weather/H/long,FlowState-r1.1,1349.9187065972221,1349.9187065972221,11.66680191282242,11.66680191282242,0.9666116556197651,2.06461807238681,0.5747081554585571,16.451576342916358,36.74123986200278,0.22122296777911385,0.0702470725903513,0.05757029792158968,Nature,21
-kdd_cup_2018/D/short,FlowState-r1.1,2883.1174212672054,2883.1174212672054,20.96379679759708,20.96379679759708,1.1813600086741343,0.5278631109246168,0.458980997347976,17.035479022199613,53.694668462215176,1.202817589718716,0.4696113088617511,0.3825638291872041,Nature,1
-kdd_cup_2018/H/short,FlowState-r1.1,4441.47685154161,4441.47685154161,22.776485279826446,22.776485279826446,0.9512020153841013,0.8479522495272036,0.5026460447811604,13.31600145893584,66.64440600336692,1.3949881165116842,0.47675308711815967,0.38645039605653964,Nature,1
-kdd_cup_2018/H/medium,FlowState-r1.1,5202.689290588127,5202.689290588127,25.458616963676484,25.458616963676484,1.0545740815810614,0.9551854621436087,0.5687003430140803,14.247369337759727,72.12966997420774,1.509804628186757,0.5328949617090609,0.43162578148430897,Nature,1
-kdd_cup_2018/H/long,FlowState-r1.1,4160.649216227934,4160.649216227934,24.376665976798456,24.376665976798456,1.0347222292234943,1.011666863768487,0.6223404605004181,13.516435091933223,64.50309462520332,1.5135032574152183,0.571975090112832,0.4572102373747373,Nature,1
-m4_daily/D/short,FlowState-r1.1,401902.84281584795,401902.84281584795,185.74755754999086,185.74755754999086,3.522997039075566,0.04018086401973621,0.03227194502308626,48.523189849393226,633.9580765443784,0.09792900260428807,0.02869286427614407,0.023019483947443423,Econ/Fin,1
-m4_hourly/H/short,FlowState-r1.1,1234841.5120557025,1234841.5120557025,216.7537121563526,216.7537121563526,0.7341721209547745,0.08803809846896864,0.08380702716236912,10.524051349913531,1111.2342291594975,0.1517080152397916,0.029591668978707766,0.023716032751841715,Econ/Fin,1
-m4_monthly/M/short,FlowState-r1.1,1831284.5926835577,1831284.5926835577,553.901649601124,553.901649601124,0.9231846831529943,0.1597955104166435,0.13056359625124822,14.82942307107181,1353.2496416713207,0.2812517322738052,0.11511977809743389,0.09408253460100799,Econ/Fin,1
-m4_quarterly/Q/short,FlowState-r1.1,1874544.4963158264,1874544.4963158264,559.9784285004934,559.9784285004934,1.1422491640328631,0.12177914538203428,0.10039086639974266,16.953513409290576,1369.1400572314822,0.22916993550478296,0.09373052790743878,0.07610107752880635,Econ/Fin,1
-m4_weekly/W/short,FlowState-r1.1,231057.50064281124,231057.50064281124,251.8601253649293,251.8601253649293,1.9963062730080454,0.06104256755819866,0.06038675018058795,23.29007781713922,480.68440857054145,0.0875732446775809,0.04588500893694445,0.03627395217719889,Econ/Fin,1
-m4_yearly/A/short,FlowState-r1.1,3323983.0471071466,3323983.0471071466,829.0107786091637,829.0107786091637,2.990569895741503,0.17296787356493876,0.1346197778825568,52.911443800347094,1823.1793787521694,0.2923552631228497,0.132935720498244,0.10999118170529777,Econ/Fin,1
-restaurant/D/short,FlowState-r1.1,140.08006822894777,140.08006822894777,7.135844374500181,7.135844374500181,0.6861334271843667,0.662262267866889,0.39248753921139684,8.625522460960001,11.835542582786298,0.5446990923364606,0.32840809169979296,0.2598849281296545,Sales,1
-saugeen/D/short,FlowState-r1.1,931.7861197916667,931.7861197916667,11.388044840494791,11.388044840494791,2.5295908414038117,0.2654854329427083,0.29971853892008465,40.98169642437607,30.52517190437536,0.9887176041064971,0.3688614906223498,0.30642001826210236,Nature,1
-saugeen/M/short,FlowState-r1.1,407.56361607142856,407.56361607142856,12.21571277436756,12.21571277436756,0.7158703691414229,0.3390327408200219,0.3425343150184268,7.9901898198722465,20.188204874912195,0.6061104743922467,0.36675234428160386,0.28704733439913216,Nature,1
-saugeen/W/short,FlowState-r1.1,888.5257873535156,888.5257873535156,14.130605125427246,14.130605125427246,1.1463315835290424,0.37444459795951845,0.38158645629882815,17.185238570105316,29.808149680138076,0.8997837843264017,0.42654406566708036,0.3461251604009651,Nature,1
-solar/10T/short,FlowState-r1.1,24.66211265322646,24.66211265322646,2.117640808550981,2.117640808550981,0.9287901085571951,5.6709349299145115,1.2235352051540809,11.379260755420226,4.966096319366597,1.4446368688810374,0.6160214764964501,0.4759049305194654,Energy,1
-solar/10T/medium,FlowState-r1.1,21.68119979483763,21.68119979483763,1.8794418304585114,1.8794418304585114,0.8213368024611923,3.948030292206356,1.2300935392563257,11.205299697887101,4.656307527949333,1.0332531430526921,0.4170556104487377,0.3320914339213908,Energy,1
-solar/10T/long,FlowState-r1.1,20.469288030099985,20.469288030099985,1.8581602036227856,1.8581602036227856,0.8125172596409251,3.574314130822955,1.3257619563800211,10.918592191163759,4.524299728145781,0.9778550184658323,0.4016116060840004,0.3225571079912444,Energy,1
-solar/D/short,FlowState-r1.1,111289.09708029198,111289.09708029198,257.70904686549574,257.70904686549574,1.0057995392307875,0.9710817555151426,0.4453487953130346,7.548119518173436,333.60020545600986,0.4819386917076512,0.3723018117384235,0.27439489849560605,Energy,1
-solar/H/short,FlowState-r1.1,776.593984229935,776.593984229935,11.039652264214368,11.039652264214368,0.8514343790179513,4.331114244254236,1.1659223830032106,13.357574744514213,27.867435910573743,1.0272029686180193,0.4069252590981618,0.3308139131661982,Energy,1
-solar/H/medium,FlowState-r1.1,791.1747158226885,791.1747158226885,10.867526237691987,10.867526237691987,0.8316482945272915,4.658330125965161,1.1542683057937682,11.50233161228408,28.127828139098984,1.0132300256627487,0.3914736621062123,0.3167292657671744,Energy,1
-solar/H/long,FlowState-r1.1,736.4027549675588,736.4027549675588,11.691397102151765,11.691397102151765,0.8894328764507248,4.952025634892195,1.215671566194508,8.937329335166122,27.136741789823606,0.9408804294518032,0.40536210321643124,0.3094097699773962,Energy,1
-solar/W/short,FlowState-r1.1,1297037.2700729927,1297037.2700729927,893.8112026687957,893.8112026687957,0.9852421878138513,0.20091895465433163,0.1798025343539941,10.203292945293688,1138.87544098246,0.23247294267758353,0.18244920647630777,0.13893127772716146,Energy,1
-temperature_rain/D/short,FlowState-r1.1,183.035784870195,183.035784870195,5.739790158551816,5.739790158551816,1.3366877239330506,18.960441451038935,1.4798521434058074,29.977656589320667,13.529071840676838,1.5927294525167142,0.6757250567111854,0.5541995268610795,Nature,1
-us_births/D/short,FlowState-r1.1,213428.89333333334,213428.89333333334,294.6863671875,294.6863671875,0.43354107575659157,0.02830586830774943,0.02785397211710612,6.611043401893777,461.9836505043586,0.04330721845368622,0.027624455681883164,0.022721743935648103,Healthcare,1
-us_births/M/short,FlowState-r1.1,56526218.666666664,56526218.666666664,6097.212239583333,6097.212239583333,0.6884564844064888,0.018774597595135372,0.019039298097292583,9.560373978105865,7518.392026668113,0.023352074375081903,0.018937899645877953,0.015231363311142884,Healthcare,1
-us_births/W/short,FlowState-r1.1,1963500.0,1963500.0,1053.5404575892858,1053.5404575892858,0.9581356887388214,0.014308188642774309,0.014337735516684396,14.87991293027259,1401.2494424619765,0.019021823782712045,0.014301708407470075,0.011676482420030629,Healthcare,1

results/FlowState-r1.1/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "FlowState-r1.1",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "https://huggingface.co/ibm-research/flowstate",
-    "code_link": "https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/flowstate.ipynb",
-    "org": "IBM TSFM",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/Granite-FlowState-r1.1/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[mean],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,Granite-FlowState-r1.1,42.82049292218944,42.82049292218944,3.6148773476804372,3.6148773476804372,0.5714188054170729,0.09337616576990967,0.07711654531205278,7.343161918886601,6.5437369233633955,0.11221064133584596,0.061987165786786605,0.049465133262749365,Transport,1
-loop_seattle/5T/medium,Granite-FlowState-r1.1,64.47779220281863,64.47779220281863,4.621886448658411,4.621886448658411,0.7355908458932993,0.1450500824872185,0.10671246598502554,10.352291676135495,8.029806486013136,0.14286675652083425,0.08223285667937381,0.06604363537582135,Transport,1
-loop_seattle/5T/long,Granite-FlowState-r1.1,76.2332441627967,76.2332441627967,4.958941879246216,4.958941879246216,0.7851269596650206,0.1514638143897453,0.11342908868219939,11.6098930962979,8.73116510912471,0.15436879355370725,0.08767511158415527,0.07087433771577142,Transport,1
-loop_seattle/D/short,Granite-FlowState-r1.1,18.643451488325592,18.643451488325592,2.910715090158185,2.910715090158185,0.8805285351780197,0.05401328867310956,0.05373202285530397,16.409808495291113,4.317806328255772,0.07716496831764477,0.0520183678095814,0.043340375983772945,Transport,1
-loop_seattle/H/short,Granite-FlowState-r1.1,60.4172839203635,60.4172839203635,4.0996880376172555,4.0996880376172555,0.8353130070728667,0.10737858750470386,0.09427020056516679,12.899487051692955,7.772855583398131,0.13758745079563303,0.07256864869043556,0.059128448890238716,Transport,1
-loop_seattle/H/medium,Granite-FlowState-r1.1,69.43756268543602,69.43756268543602,4.461180922564338,4.461180922564338,0.9164186983330671,0.1124264960195504,0.10176490886046545,14.10716259160257,8.332920417562862,0.1472834368199886,0.07885087407845587,0.0643069935408418,Transport,1
-loop_seattle/H/long,Granite-FlowState-r1.1,58.52163232069143,58.52163232069143,4.138562578608746,4.138562578608746,0.8704855349849465,0.11965449713414011,0.09572721388809945,12.492349817092396,7.649943288723874,0.13671470606211347,0.0739616419494453,0.059744393753176146,Transport,1
-m_dense/D/short,Granite-FlowState-r1.1,8844.385185185185,8844.385185185185,44.804594907407406,44.804594907407406,0.6780280804854826,0.12489091492830337,0.09885407624421297,11.22129071314475,94.04459147226483,0.16280509885583308,0.07756338125246949,0.06490363513987576,Transport,1
-m_dense/H/short,Granite-FlowState-r1.1,45669.876805555556,45669.876805555556,88.69347005208333,88.69347005208333,0.786622690912705,0.2930256440777317,0.20985524707370334,15.56250742109504,213.7051164702323,0.37905966848964123,0.15732013304333634,0.13258406118923904,Transport,1
-m_dense/H/medium,Granite-FlowState-r1.1,36440.13333333333,36440.13333333333,79.52442274305555,79.52442274305555,0.6961297413615561,0.2629954909773274,0.19038873884412977,12.277735854542547,190.8929892199641,0.33212968447602353,0.1383624487296083,0.11511739260793835,Transport,1
-m_dense/H/long,Granite-FlowState-r1.1,33506.66271604938,33506.66271604938,79.46983024691357,79.46983024691357,0.699150208087103,0.2646974787822378,0.19067783685378087,11.235047534187569,183.04825242555413,0.3168835844007741,0.1375740239345079,0.1132062591978625,Transport,1
-sz_taxi/15T/short,Granite-FlowState-r1.1,16.728458316043767,16.728458316043767,2.747216491326599,2.747216491326599,0.5487755720731621,1126116727963.8784,0.39763055878244474,7.439945248368927,4.0900438036827635,0.38243659869691954,0.2568764984573061,0.2044651690091268,Transport,1
-sz_taxi/15T/medium,Granite-FlowState-r1.1,16.49518103966346,16.49518103966346,2.7843558026175215,2.7843558026175215,0.5425405698390648,9665869900766.742,0.4095527844551282,7.4826220992568935,4.061425985988599,0.37798347196190774,0.25913077748589786,0.2073763274291691,Transport,1
-sz_taxi/15T/long,Granite-FlowState-r1.1,15.96824363425926,15.96824363425926,2.765990515380164,2.765990515380164,0.5207498415541186,6180501110401.24,0.40922933290487,6.586632399036764,3.996028482663663,0.3698652495869742,0.2560151352185432,0.2033367834149199,Transport,1
-sz_taxi/H/short,Granite-FlowState-r1.1,7.317307398869441,7.317307398869441,1.8808249123076088,1.8808249123076088,0.5741635514335869,1.331105063104222,0.30036444541735524,7.550469125333817,2.705052198917692,0.25199230184125776,0.17521044481226936,0.1398694383426523,Transport,1
-bitbrains_fast_storage/5T/short,Granite-FlowState-r1.1,1901682.621905392,1901682.621905392,167.2689894107207,167.2689894107207,0.7460947559842351,2.0728535563261588,0.6134509551935365,16.687942249645744,1379.0150912536787,4.329766307687471,0.5251832552557927,0.40973946752983464,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Granite-FlowState-r1.1,2995213.7149516493,2995213.7149516493,314.8017677480409,314.8017677480409,1.0401858161035211,4.610036745342824,0.7385942794897868,25.119089350142087,1730.6685745548307,5.2582490995916125,0.956454711287959,0.6986505286923888,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,Granite-FlowState-r1.1,4905420.793689073,4905420.793689073,432.7917371445724,432.7917371445724,0.9603073993104954,5.261749365174479,0.7600769810577693,20.60891135238473,2214.8184561469307,5.85310383916566,1.1437393305124333,0.782488449870848,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Granite-FlowState-r1.1,3431316.6168900854,3431316.6168900854,358.5181370907021,358.5181370907021,1.0869194034844711,4.402088971006676,0.4428184934045766,22.879634604845315,1852.381336790588,5.279888589569867,1.021893161836061,0.71977635355069,Web/CloudOps,2
-bitbrains_rnd/5T/short,Granite-FlowState-r1.1,1766561.7061398826,1766561.7061398826,130.39813677906207,130.39813677906207,1.7638507722292056,1.1297549643836737,0.5449222948163439,58.86717925370083,1329.1206514609132,5.438378036675832,0.5335515344699744,0.4377197229911648,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Granite-FlowState-r1.1,2247809.861563726,2247809.861563726,154.4188369348107,154.4188369348107,4.464451525691743,0.787031806496662,0.6710641459317817,166.11323042594643,1499.2697761122665,6.3081921211292284,0.6497187537736173,0.6362422697013934,Web/CloudOps,2
-bitbrains_rnd/5T/long,Granite-FlowState-r1.1,2283786.5370768206,2283786.5370768206,182.47911526209919,182.47911526209919,3.407751177916408,2.061568273885263,0.6617425229278162,122.10031824483181,1511.2202146202321,5.789144318738249,0.6990363966732904,0.633359061321069,Web/CloudOps,2
-bitbrains_rnd/H/short,Granite-FlowState-r1.1,1942897.7243936746,1942897.7243936746,161.34457317463023,161.34457317463023,5.868019925284047,1.6857610524202482,0.4799714762397508,220.25971222524868,1393.878662005296,6.100295005824038,0.7061227930256301,0.6403773136699781,Web/CloudOps,2
-bizitobs_application/10S/short,Granite-FlowState-r1.1,435833.49333333335,435833.49333333335,349.60003472222223,349.60003472222223,1.0945138008656972,0.01549920399983724,0.015595785776774089,18.927659416491785,660.1768651909375,0.025460382888069278,0.013482675947960921,0.011039946100168736,Web/CloudOps,2
-bizitobs_application/10S/medium,Granite-FlowState-r1.1,4158850.1333333333,4158850.1333333333,1133.59625,1133.59625,2.4570954990529166,0.035588836669921874,0.03629936218261719,68.08341310051901,2039.3259016972577,0.08007832606489343,0.04451298836438572,0.040374599551834145,Web/CloudOps,2
-bizitobs_application/10S/long,Granite-FlowState-r1.1,6054025.6711111115,6054025.6711111115,1489.2286111111111,1489.2286111111111,3.2620142809770902,0.04714868757459852,0.04815923055013021,95.2292224396665,2460.492973188729,0.09489137910440212,0.05743359491367557,0.05265415772823531,Web/CloudOps,2
-bizitobs_l2c/5T/short,Granite-FlowState-r1.1,20.581055850074407,20.581055850074407,2.663113112676711,2.663113112676711,0.26952585101843013,0.1327533515309151,0.16833361620472678,3.927104841300968,4.536634859681172,0.15580639777259425,0.09146208010584303,0.07415495098508415,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Granite-FlowState-r1.1,53.09288903061225,53.09288903061225,4.438569568452381,4.438569568452381,0.4387651439909097,0.3216101248275157,0.46777150139471624,5.603154855549286,7.286486741263738,0.38337635501844913,0.23353403129283107,0.18491829100278326,Web/CloudOps,7
-bizitobs_l2c/5T/long,Granite-FlowState-r1.1,54.713948412698414,54.713948412698414,4.423893229166667,4.423893229166667,0.43798642828221446,0.3502267228934987,0.5016481407917451,5.616426867015719,7.396887751797942,0.4153241888964006,0.24839499108545002,0.19607359239096828,Web/CloudOps,7
-bizitobs_l2c/H/short,Granite-FlowState-r1.1,53.64597671750992,53.64597671750992,4.435615660652282,4.435615660652282,0.4433349303328908,0.4009693612297662,0.49695812221279284,5.872396536353213,7.324341384555332,0.3948007585900072,0.2390910439171935,0.1897231893499972,Web/CloudOps,7
-bizitobs_l2c/H/medium,Granite-FlowState-r1.1,66.55394345238095,66.55394345238095,4.628214227585565,4.628214227585565,0.47018720517781587,0.5005183502185141,0.6329492076129236,6.653278259828079,8.158060029956935,0.4939829261954981,0.28024540133402565,0.22507865076967612,Web/CloudOps,7
-bizitobs_l2c/H/long,Granite-FlowState-r1.1,75.22833581349207,75.22833581349207,4.991430276537699,4.991430276537699,0.5363875361879832,0.5979433659768266,0.6793827241531917,9.646741966595439,8.673426993610546,0.529797953821599,0.30489096744584776,0.2518555741131467,Web/CloudOps,7
-bizitobs_service/10S/short,Granite-FlowState-r1.1,3148.52191468254,3148.52191468254,19.67712058738426,19.67712058738426,0.7633172189610371,0.06188430604480562,0.048525252972961105,12.754475867585727,56.11169142596345,0.04156933663620937,0.014577440617834976,0.011779218933401439,Web/CloudOps,2
-bizitobs_service/10S/medium,Granite-FlowState-r1.1,59542.25777777778,59542.25777777778,51.6868501984127,51.6868501984127,1.112505594471713,0.07277412051246279,0.07031014094277034,21.292975393822697,244.0128229781742,0.18364980076232373,0.0389007414656221,0.03297085681352006,Web/CloudOps,2
-bizitobs_service/10S/long,Granite-FlowState-r1.1,132166.81312169312,132166.81312169312,77.2195171957672,77.2195171957672,1.3402624307525801,0.08288179589327051,0.08071807053984788,30.45096949226667,363.54753901201576,0.2693276392227919,0.05720668698453872,0.053163731236121836,Web/CloudOps,2
-car_parts/M/short,Granite-FlowState-r1.1,1.4722050573937648,1.4722050573937648,0.45413781149985705,0.45413781149985705,0.8515586780548303,0.8606106697924651,1.893962477013163,18.744704531782148,1.2133445748812515,2.9094758251453263,1.0889758863203007,0.9398160803710929,Sales,1
-covid_deaths/D/short,Granite-FlowState-r1.1,350782.8130325815,350782.8130325815,105.45731712092731,105.45731712092731,35.86894481209891,0.09467551719569789,0.15684102578424372,1029.7135816440584,592.2692065544024,0.2228441607724772,0.03967882691022771,0.03513866300238933,Healthcare,1
-electricity/15T/short,Granite-FlowState-r1.1,137319.03691393053,137319.03691393053,53.095869608011334,53.095869608011334,1.018241379395906,0.1689074819200456,0.15023384521544098,18.73351181633455,370.5658334411452,0.7304583192548771,0.10466242749118412,0.08790048661804731,Energy,1
-electricity/15T/medium,Granite-FlowState-r1.1,238870.41076984798,238870.41076984798,52.41099211711712,52.41099211711712,0.8243936458064528,0.12315474808976877,0.11817977273288396,11.50187496073774,488.74370662940305,0.8421546099701565,0.0903094158059576,0.0729588649777341,Energy,1
-electricity/15T/long,Granite-FlowState-r1.1,304612.23711613176,304612.23711613176,57.46679683980856,57.46679683980856,0.8717266114253,0.1300054788103262,0.12026286654866912,11.66204171447544,551.916875186954,0.8707165205356768,0.09066091587386112,0.07254937222949652,Energy,1
-electricity/D/short,Granite-FlowState-r1.1,1189769259.1740541,1189769259.1740541,4234.128211711712,4234.128211711712,1.417458035095331,0.4043187114628301,0.09663542902426599,20.756911159968222,34493.03203799362,0.5668350949228479,0.06958079139454862,0.05575820731574889,Energy,1
-electricity/H/short,Granite-FlowState-r1.1,1609673.7918032093,1609673.7918032093,172.07934926625845,172.07934926625845,0.9460497151690752,0.18848235927994939,0.11259301229178434,16.65911630801175,1268.7292034958482,0.5989307939734722,0.08123374239238583,0.06742330744783993,Energy,1
-electricity/H/medium,Granite-FlowState-r1.1,6177541.610135135,6177541.610135135,241.0686083544482,241.0686083544482,1.0782392203396434,0.22013789162757236,0.12051602634728509,16.347524384261146,2485.466075032032,0.9701593099507457,0.09409702151292647,0.0763968962276965,Energy,1
-electricity/H/long,Granite-FlowState-r1.1,9074913.373021021,9074913.373021021,274.272160472973,274.272160472973,1.2119279435299404,0.2954353958269407,0.13554681050553669,19.406985310203254,3012.459688198503,1.188113258566846,0.10817286338811918,0.08841821229745177,Energy,1
-electricity/W/short,Granite-FlowState-r1.1,33100016404.064865,33100016404.064865,25321.007967342342,25321.007967342342,1.3812113732597766,0.16706132031909812,0.0863024091655969,20.762894426391732,181934.0990690444,0.4151135897054748,0.057774186180983164,0.0458255605047542,Energy,1
-ett1/15T/short,Granite-FlowState-r1.1,4.442524919055757,4.442524919055757,1.055978502546038,1.055978502546038,0.6802917207627877,0.45468905768698353,0.23841071810041156,8.35815747745422,2.1077298021937625,0.3984486781439899,0.19962389773585362,0.1567541764212187,Energy,7
-ett1/15T/medium,Granite-FlowState-r1.1,8.992349911644345,8.992349911644345,1.579459984188988,1.579459984188988,1.0032300671345475,0.7395525641672563,0.3875243680439298,12.547648936807203,2.9987247142150855,0.5715599123831161,0.30104664356027483,0.2361714006070424,Energy,7
-ett1/15T/long,Granite-FlowState-r1.1,8.4578125,8.4578125,1.599786396329365,1.599786396329365,1.0242953807403656,0.7716730514026123,0.3939791046626984,12.485701937388217,2.908231851142546,0.5543118663205758,0.3049208689173845,0.23880504815809436,Energy,7
-ett1/D/short,Granite-FlowState-r1.1,40303.35555555556,40303.35555555556,130.5198040674603,130.5198040674603,1.5470503094593107,1.4104303269159226,0.46201656281001985,17.421064406869203,200.7569564312917,0.5272948052430658,0.3428145947693165,0.268597089231379,Energy,7
-ett1/H/short,Granite-FlowState-r1.1,98.93397681826637,98.93397681826637,4.902997407459077,4.902997407459077,0.8149935271966231,0.4684942745027088,0.25785915283929733,9.885304534942575,9.946556028006196,0.46424643768221874,0.22884293558182456,0.17864531439385675,Energy,7
-ett1/H/medium,Granite-FlowState-r1.1,131.75859375,131.75859375,6.6317138671875,6.6317138671875,1.2239744855247616,2773888281103.4297,0.4247671218145461,15.639067535049525,11.478614626774434,0.5497984306624957,0.3176433738160071,0.249008847940679,Energy,7
-ett1/H/long,Granite-FlowState-r1.1,149.66464947089946,149.66464947089946,7.102835648148148,7.102835648148148,1.345518954092143,2521832986156.261,0.4644356540901951,16.974845370226074,12.233750425396925,0.5858478114084024,0.34013941551584037,0.2666175637172497,Energy,7
-ett1/W/short,Granite-FlowState-r1.1,1209587.142857143,1209587.142857143,816.3184988839286,816.3184988839286,1.478741481365925,0.5085328647068569,0.525702953338623,20.13851768570184,1099.8123216518093,0.43764157282962557,0.3248326143908989,0.25876824155087563,Energy,7
-ett2/15T/short,Granite-FlowState-r1.1,7.433689662388393,7.433689662388393,1.7008858816964285,1.7008858816964285,0.7384027233646114,0.10786576495383415,0.1268110547746931,10.400515129220086,2.726479353009737,0.12943568493302798,0.0807471103154575,0.06436762992659932,Energy,7
-ett2/15T/medium,Granite-FlowState-r1.1,12.101385323660715,12.101385323660715,2.168910629030258,2.168910629030258,0.8868956733739541,0.13606172565220417,0.1594026838030134,11.35460989713758,3.4787045467617275,0.18538644995735842,0.11558516579540995,0.09207258893636237,Energy,7
-ett2/15T/long,Granite-FlowState-r1.1,12.237542162698412,12.237542162698412,2.1961648995535716,2.1961648995535716,0.9050912457629583,0.1393115146793567,0.1620602756076389,12.138698592145643,3.498219856255237,0.18642646837700225,0.11703760284397455,0.0943523584810855,Energy,7
-ett2/D/short,Granite-FlowState-r1.1,138587.88571428572,138587.88571428572,219.10188492063492,219.10188492063492,1.3897593474455543,0.38629729255797374,0.1419898381308904,14.686460473942931,372.27393907482394,0.21306219744909505,0.12539778954832093,0.10302542932056531,Energy,7
-ett2/H/short,Granite-FlowState-r1.1,104.50483165922618,104.50483165922618,6.303522309802827,6.303522309802827,0.7207248261847619,0.11624919250551964,0.10764389946347191,9.350039125568314,10.22276047157646,0.12965304662254284,0.07994620182987354,0.06427493563862349,Energy,7
-ett2/H/medium,Granite-FlowState-r1.1,248.37712053571428,248.37712053571428,9.701012602306548,9.701012602306548,1.0412887069439127,0.1755138744788928,0.1691345941452753,13.655143878241839,15.759984788562274,0.21237592989284354,0.13072738330383865,0.10623828527297685,Energy,7
-ett2/H/long,Granite-FlowState-r1.1,277.33164682539683,277.33164682539683,10.22107101521164,10.22107101521164,1.097435592836727,0.19034047003441823,0.17958283600983796,13.765694068141695,16.65327735988916,0.22805381613482756,0.13996970083608845,0.11276664785250319,Energy,7
-ett2/W/short,Granite-FlowState-r1.1,5391661.142857143,5391661.142857143,1596.753627232143,1596.753627232143,0.9695904656565125,0.1444650718144008,0.16234183311462402,11.149484367738765,2321.9950781293965,0.1947797887008792,0.1339431495996941,0.10652702792859971,Energy,7
-hierarchical_sales/D/short,Granite-FlowState-r1.1,29.087526644532865,29.087526644532865,2.3149030643635027,2.3149030643635027,0.7465963613500913,0.6486222617751877,1.0585066627268134,12.014865225355267,5.393285329419617,1.654600212033894,0.7101866241417535,0.5827202312601111,Sales,1
-hierarchical_sales/W/short,Granite-FlowState-r1.1,441.05945444915255,441.05945444915255,8.65535930051642,8.65535930051642,0.7041560075862549,0.4982404462468342,0.44777420819815944,11.155394972652246,21.00141553441464,0.9641852597413849,0.3973717791378409,0.33456040539283305,Sales,1
-hospital/M/short,Granite-FlowState-r1.1,2164.7243929269885,2164.7243929269885,16.38479628846833,16.38479628846833,0.7402010891489667,0.19223510529983567,0.17049851680724115,8.583375476156979,46.52659876809166,0.1689023576636654,0.059480615309002616,0.047023095997766357,Healthcare,1
-jena_weather/10T/short,Granite-FlowState-r1.1,769.0742987738715,769.0742987738715,5.495101020449684,5.495101020449684,0.2771594747713172,0.39031378642147635,0.34633570928635377,3.7224894612721298,27.732188856523237,0.1722516648632715,0.034131467381150214,0.027298745529688487,Nature,21
-jena_weather/10T/medium,Granite-FlowState-r1.1,1423.517243867244,1423.517243867244,9.466825058621934,9.466825058621934,0.59664313258057,0.6919762807882073,0.5239432389118007,10.194704048269562,37.729527480041995,0.23154547796196237,0.058097746761880675,0.047669193825090744,Nature,21
-jena_weather/10T/long,Granite-FlowState-r1.1,1391.13849619709,1391.13849619709,9.479343765500992,9.479343765500992,0.6030176689845642,0.6849356703911327,0.5101684765966505,9.818137016678751,37.29796906263248,0.2282326624587765,0.05800572847087873,0.047659983137912594,Nature,21
-jena_weather/D/short,Granite-FlowState-r1.1,376.1075892857143,376.1075892857143,9.443488033234127,9.443488033234127,0.9939123424562557,0.5728558380591687,0.429398453187751,13.619543908861337,19.39349347811565,0.11678052793359939,0.056865232625579715,0.04558364609271115,Nature,21
-jena_weather/H/short,Granite-FlowState-r1.1,1077.1955864188467,1077.1955864188467,8.188501139730837,8.188501139730837,0.5196861226091521,1.1501010960746758,0.5270776264878901,7.991605098828543,32.820657921785276,0.20118852822063593,0.05019498684521908,0.04119831088589379,Nature,21
-jena_weather/H/medium,Granite-FlowState-r1.1,1330.8058531746033,1330.8058531746033,10.226915922619048,10.226915922619048,0.7842942648496598,1.8652826046760853,0.6386914476148045,11.40531967647425,36.48021180276512,0.22322888589957443,0.06258031230569297,0.05083417539446324,Nature,21
-jena_weather/H/long,Granite-FlowState-r1.1,1841.494708994709,1841.494708994709,13.846733424272486,13.846733424272486,0.9848209886039994,1.8613040453767122,0.6123215711083183,15.607983226575751,42.91264043373128,0.25838163942703385,0.08337267636554856,0.06880514349091527,Nature,21
-kdd_cup_2018/D/short,Granite-FlowState-r1.1,2921.234310584148,2921.234310584148,21.20006677300477,21.20006677300477,1.1951445046864824,0.5133452117106201,0.46647117559449597,17.98914564621405,54.048444108819155,1.2107425328178039,0.4749040044330547,0.38685809142608985,Nature,1
-kdd_cup_2018/H/short,Granite-FlowState-r1.1,4337.888890701996,4337.888890701996,22.387130088702538,22.387130088702538,0.9372166722022238,0.873000487563369,0.4887326658474317,13.435242376527574,65.86265171325853,1.3786245797153462,0.46860317656109995,0.38122292771860034,Nature,1
-kdd_cup_2018/H/medium,Granite-FlowState-r1.1,5052.386906355176,5052.386906355176,25.23020061772411,25.23020061772411,1.0530793374274843,0.9681536701541428,0.5636873612115938,14.37902041715058,71.08014424827215,1.4878361640663633,0.5281137974985459,0.42830766409169074,Nature,1
-kdd_cup_2018/H/long,Granite-FlowState-r1.1,4053.343280007734,4053.343280007734,24.065082806155928,24.065082806155928,1.0311357462105595,1.034437652912479,0.6159803498329852,13.69219308729011,63.66587217660443,1.4938586860877772,0.5646641089228381,0.4533249005609384,Nature,1
-m4_daily/D/short,Granite-FlowState-r1.1,383310.48283145763,383310.48283145763,183.23157888066513,183.23157888066513,3.4131109315753108,0.040825493850045344,0.031355624337666754,47.63678962259134,619.1207336468854,0.09563704263290454,0.02830421494347694,0.022900931802225407,Econ/Fin,1
-m4_hourly/H/short,Granite-FlowState-r1.1,723110.9570659692,723110.9570659692,196.79325420115498,196.79325420115498,0.713990207508164,0.08605266250849922,0.07881981527939702,10.842057120645304,850.3593105658156,0.11609283342854268,0.026866627078656887,0.02135558155683602,Econ/Fin,1
-m4_monthly/M/short,Granite-FlowState-r1.1,1823382.6206840277,1823382.6206840277,552.4422353063512,552.4422353063512,0.916699987111396,0.15884671712804724,0.12885651554001704,13.9707533787845,1350.3268569809413,0.2806442762956636,0.11481646130430026,0.0931532832288947,Econ/Fin,1
-m4_quarterly/Q/short,Granite-FlowState-r1.1,1738616.6759635417,1738616.6759635417,552.4645934855143,552.4645934855143,1.1420816185424119,0.11770258088906606,0.10061800170938173,16.177277701491448,1318.5661439471066,0.22070475375841966,0.09247284455557588,0.07464459265586436,Econ/Fin,1
-m4_weekly/W/short,Granite-FlowState-r1.1,227444.00771373473,227444.00771373473,253.5405372830512,253.5405372830512,2.003717481484363,0.06146616391152725,0.06104892496125765,23.404341756008172,476.9109012318074,0.08688576857100315,0.046191153082985485,0.036472378780812914,Econ/Fin,1
-m4_yearly/A/short,Granite-FlowState-r1.1,3131604.405429326,3131604.405429326,817.0288270277451,817.0288270277451,2.984024894070045,0.1659732732094537,0.13642267458416943,50.49293436422214,1769.6339749872927,0.28376901000824706,0.1310143592804424,0.10743897836577086,Econ/Fin,1
-restaurant/D/short,Granite-FlowState-r1.1,137.7787987433017,137.7787987433017,7.046978344199837,7.046978344199837,0.677381609597049,0.6467121740989439,0.3890514482444905,8.241040759460827,11.73792139790098,0.5402063392220255,0.32431827108484773,0.2561261610293061,Sales,1
-saugeen/D/short,Granite-FlowState-r1.1,1035.563125,1035.563125,11.783541666666666,11.783541666666666,2.617649999084457,0.27195281982421876,0.3072052510579427,43.21598802043241,32.1801666403392,1.0423232649014553,0.3816717221938187,0.31452559549176246,Nature,1
-saugeen/M/short,Granite-FlowState-r1.1,380.6612955729167,380.6612955729167,12.135650634765625,12.135650634765625,0.7111608211623143,0.340565250033424,0.33993373598371235,7.677201788255062,19.51054319010408,0.5857650376482935,0.3643486386665845,0.28286816123353986,Nature,1
-saugeen/W/short,Granite-FlowState-r1.1,927.8205078125,927.8205078125,13.886923217773438,13.886923217773438,1.126597692510595,0.34466731548309326,0.36839163303375244,17.58278879914699,30.460146221128024,0.9194648420678209,0.419188324656872,0.3435656589218223,Nature,1
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results/Granite-PatchTST-FM-r1/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
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-bizitobs_application/10S/medium,Granite-PatchTST-FM-r1,2980090.6666666665,2980090.6666666665,972.0909375,2.1815994191328287,0.0312965234120686,0.0318047841389973,23.685191556868656,1726.2939108583644,0.0677864810928479,0.0381711500810472,0.031389051072567,Web/CloudOps,2
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-ett2/H/medium,Granite-PatchTST-FM-r1,221.83154761904763,221.83154761904763,9.287344215029762,1.011140085970306,0.1723698464376925,0.1648891993931361,7.701020435605725,14.894010461223925,0.2007063689447082,0.1251529357650987,0.0980075242732892,Energy,7
-ett2/H/short,Granite-PatchTST-FM-r1,104.0081101190476,104.0081101190476,6.292024739583334,0.7264983531366029,0.1169904753496935,0.1082992735363188,5.348523253569123,10.198436650734642,0.129344552895588,0.0798003806486125,0.0633594006618307,Energy,7
-ett2/W/short,Granite-PatchTST-FM-r1,3517323.4285714286,3517323.4285714286,1282.2314453125,0.8794649853792829,0.1703345264707292,0.1658431802477155,12.051513574052766,1875.4528595972304,0.1573217424754814,0.1075595604555686,0.0953089766835159,Energy,7
-hierarchical_sales/D/short,Granite-PatchTST-FM-r1,28.748806324927656,28.748806324927656,2.315990595287309,0.7465589063341885,0.641347762140962,1.0702172256097562,7.108029550495353,5.361791335451954,1.644938203459559,0.7105202665854988,0.5767988927247731,Sales,1
-hierarchical_sales/W/short,Granite-PatchTST-FM-r1,458.8499735169492,458.8499735169492,8.916996325476696,0.716464917024617,0.5339663549386389,0.4560585021972656,6.729422518601681,21.42078368120432,0.9834386564887168,0.4093836629299549,0.3448925913569617,Sales,1
-hospital/M/short,Granite-PatchTST-FM-r1,3810.112559756627,3810.112559756627,19.023498614732723,0.7853037073861423,0.1974985586047846,0.1793038220262589,5.255814513111923,61.72610922256989,0.2240801101551184,0.0690597174974116,0.054355253573628,Healthcare,1
-jena_weather/10T/long,Granite-PatchTST-FM-r1,1384.4145502645504,1384.4145502645504,9.619530216600529,0.6462098947259111,0.8581206706589269,0.6366232251364087,5.758603968072445,37.20772164839646,0.227680428829171,0.0588635548703414,0.0478569403430338,Nature,21
-jena_weather/10T/medium,Granite-PatchTST-FM-r1,1432.267243867244,1432.267243867244,9.30020799512987,0.5892837527888096,0.7713411836353322,0.641492844178391,5.326222438440273,37.84530676143667,0.2322560006170245,0.0570752174760108,0.0462648760803059,Nature,21
-jena_weather/10T/short,Granite-PatchTST-FM-r1,809.2229166666667,809.2229166666667,5.572844587053571,0.2712864170138168,0.365503831047429,0.5411508227151538,2.300174627069347,28.44684370306602,0.1766905524337725,0.0346143494509349,0.0279210283569779,Nature,21
-jena_weather/D/short,Granite-PatchTST-FM-r1,347.5309771825397,347.5309771825397,9.165304129464284,1.0025985781193825,0.6179124861199239,0.4390276227678571,6.436768534914223,18.642182736539723,0.1122564093088437,0.0551901108543768,0.0437195469754961,Nature,21
-jena_weather/H/long,Granite-PatchTST-FM-r1,1272.795238095238,1272.795238095238,11.082472511574077,0.8023925089669193,2.7347417027598717,0.6393813037367725,6.088307670680138,35.67625594278691,0.2148105874154018,0.066728763075476,0.0534239495978675,Nature,21
-jena_weather/H/medium,Granite-PatchTST-FM-r1,1296.902380952381,1296.902380952381,10.320042007688492,0.7489722241679198,2.9821052571997826,0.6600172254774306,5.799681113480338,36.01253088790596,0.2203670634368937,0.0631501673364322,0.0514484064325006,Nature,21
-jena_weather/H/short,Granite-PatchTST-FM-r1,1210.3553675856308,1210.3553675856308,8.944488499895572,0.5281775733213819,2.1168104852810274,0.6086263632714599,4.526691473585032,34.79016193675492,0.2132614529927782,0.0548291386867528,0.0442949163885226,Nature,21
-kdd_cup_2018/D/short,Granite-PatchTST-FM-r1,2957.866347496509,2957.866347496509,21.549396568920805,1.219652621900834,0.5284714819594055,0.4788551069303145,9.385715871214828,54.386269843559866,1.2183101560560292,0.4827293501156341,0.3834325323845116,Nature,1
-kdd_cup_2018/H/long,Granite-PatchTST-FM-r1,4236.865544495287,4236.865544495287,24.48609980021209,1.0282468225130277,0.9085002856807992,0.6246091941985341,7.692172582381301,65.0912094256612,1.5273027998289397,0.5745428470562617,0.4540966480665742,Nature,1
-kdd_cup_2018/H/medium,Granite-PatchTST-FM-r1,5458.294339887579,5458.294339887579,26.340993360919377,1.0665688206070971,0.8542630355881101,0.5889132317578863,8.435857708864447,73.88027030193906,1.5464478608225838,0.5513646968054816,0.4393298934540979,Nature,1
-kdd_cup_2018/H/short,Granite-PatchTST-FM-r1,4958.699611221055,4958.699611221055,23.904235588357256,0.983285549637286,0.8306301819438837,0.5288944451864471,7.417579533097781,70.41803470149571,1.4739770035352555,0.5003589448880097,0.399999886337238,Nature,1
-loop_seattle/5T/long,Granite-PatchTST-FM-r1,84.2026774452471,84.2026774452471,5.06509875587662,0.8022168999660725,0.1475555501805985,0.1152929038026029,6.191924637287151,9.176201689438123,0.1622371225068585,0.0895519818741918,0.0709189343106704,Transport,1
-loop_seattle/5T/medium,Granite-PatchTST-FM-r1,66.54444885190918,66.54444885190918,4.572653105650155,0.7275648604052184,0.1385115933098414,0.1049488901427655,5.4338195192346594,8.157478093866338,0.1451382937371707,0.0813568926535093,0.0642675026877392,Transport,1
-loop_seattle/5T/short,Granite-PatchTST-FM-r1,42.5755638161926,42.5755638161926,3.4612344684738616,0.5477137602628981,0.0879340495610507,0.0747455526062578,4.011723008389508,6.524995311583956,0.1118892674543696,0.0593525314076191,0.0466317799457261,Transport,1
-loop_seattle/D/short,Granite-PatchTST-FM-r1,18.841311919504644,18.841311919504644,2.9661686097136224,0.8956912405885,0.0545518054312596,0.0546317747133804,8.085273417372017,4.340658005361012,0.0775733639093932,0.0530094001171596,0.043546172925751,Transport,1
-loop_seattle/H/long,Granite-PatchTST-FM-r1,60.79299965600275,60.79299965600275,4.117478553921568,0.8604183672586829,0.1204356621006406,0.0956647528460397,7.13774005632601,7.796986575338113,0.1393425887821255,0.0735848542785818,0.0594283292632749,Transport,1
-loop_seattle/H/medium,Granite-PatchTST-FM-r1,69.95050309597524,69.95050309597524,4.406012964396285,0.9002909927970342,0.1154512419174084,0.1012422512436306,7.877806644126116,8.36364173646715,0.1478264147913928,0.0778757771523369,0.0632289393260712,Transport,1
-loop_seattle/H/short,Granite-PatchTST-FM-r1,61.38732873689642,61.38732873689642,4.073639792871789,0.8258860275542205,0.1115120998658347,0.0942914628249585,8.142078024844116,7.835006620092699,0.1386875846991341,0.0721075668728643,0.059099117726745,Transport,1
-m4_daily/D/short,Granite-PatchTST-FM-r1,388113.4412112609,388113.4412112609,191.5534272660448,3.55504867658056,0.0417093234884238,0.0325775189028905,26.97431892493655,622.9875128854999,0.0962343541948214,0.029589710845682,0.0234880981584463,Econ/Fin,1
-m4_hourly/H/short,Granite-PatchTST-FM-r1,775388.1352657005,775388.1352657005,195.5000125805153,0.7911516008135205,0.0880331079357104,0.0817025348952043,6.416431779650747,880.5612615063761,0.120216048575358,0.0266900669337384,0.0216869100282989,Econ/Fin,1
-m4_monthly/M/short,Granite-PatchTST-FM-r1,1921317.6127407409,1921317.6127407409,576.5213806423611,0.9639420830184806,0.1674684075955991,0.1361787990993923,7.97810960840764,1386.1160170565597,0.2880824943762694,0.1198209351547555,0.0957939918331232,Econ/Fin,1
-m4_quarterly/Q/short,Granite-PatchTST-FM-r1,1892099.832,1892099.832,581.5942962239583,1.235394265770242,0.118516149520874,0.1064117333094279,9.873169308209109,1375.5361979969848,0.2302405371393506,0.0973486436451309,0.0779403247793273,Econ/Fin,1
-m4_weekly/W/short,Granite-PatchTST-FM-r1,279188.92650524963,279188.92650524963,268.0162309835012,2.2735426889552466,0.0653726411422621,0.0650584872948528,15.566011081529362,528.3833139920769,0.0962632512739651,0.0488284037467783,0.0387267391704431,Econ/Fin,1
-m4_yearly/A/short,Granite-PatchTST-FM-r1,4169919.71213836,4169919.71213836,989.9662390093148,3.702731309836588,0.1808246820546743,0.167945278890902,46.30471862328808,2042.0381270040868,0.3274502792137703,0.1587456752589602,0.1331695944410218,Econ/Fin,1
-m_dense/D/short,Granite-PatchTST-FM-r1,9073.2,9073.2,48.60490740740741,0.7382724151655814,0.1298774283757644,0.1073182282624421,7.663512871106065,95.25334639790876,0.1648976324303978,0.0841422843298253,0.0698565038911385,Transport,1
-m_dense/H/long,Granite-PatchTST-FM-r1,33471.19407407408,33471.19407407408,76.14867283950618,0.669455681517288,0.250806444883162,0.1850273377218364,6.593156129756058,182.95134346069744,0.3167158206568571,0.1318246095059464,0.1086196927712813,Transport,1
-m_dense/H/medium,Granite-PatchTST-FM-r1,37126.04888888889,37126.04888888889,78.56652777777778,0.6852608590683718,0.2548091841378649,0.1909204779730902,7.311375752948847,192.6812105237272,0.335240963626814,0.1366958325071954,0.1132291751140868,Transport,1
-m_dense/H/short,Granite-PatchTST-FM-r1,43555.6,43555.6,86.0034375,0.7674994255689626,0.2862264102376926,0.2112649536132812,8.361476626238819,208.6997843793807,0.3701814128360166,0.1525486674419846,0.126600031956907,Transport,1
-restaurant/D/short,Granite-PatchTST-FM-r1,146.2458204912674,146.2458204912674,7.191243900018679,0.6943383268515723,0.5617524148191604,0.4094190625145932,4.989544721702008,12.093213819794448,0.5565577196818333,0.3309577062235652,0.2601468648242149,Sales,1
-saugeen/D/short,Granite-PatchTST-FM-r1,1143.5694791666667,1143.5694791666667,12.619335123697915,2.803325002314382,0.2892969004313151,0.3283851623535156,26.765220722630087,33.81670414405678,1.0953311045771603,0.4087432714077386,0.3379694422037989,Nature,1
-saugeen/M/short,Granite-PatchTST-FM-r1,399.2012183779762,399.2012183779762,12.671183268229166,0.7424166042821579,0.3648750214349656,0.3651896431332543,4.513374837281677,19.98002047991884,0.5998601543072107,0.3804269349060132,0.2902350531050835,Nature,1
-saugeen/W/short,Granite-PatchTST-FM-r1,1006.41806640625,1006.41806640625,15.03714599609375,1.2199679167455302,0.3860137224197387,0.3924800157546997,9.522505627255724,31.724092838192394,0.957618121707534,0.4539087556598434,0.3632914876656488,Nature,1
-solar/10T/long,Granite-PatchTST-FM-r1,18.43882885365977,18.43882885365977,1.8987884546235048,0.832195511905498,3.244976979761864,1.4572184937810473,4.396100539197826,4.294045744243973,0.9280891970895278,0.4103927059129785,0.309792802434517,Energy,1
-solar/10T/medium,Granite-PatchTST-FM-r1,18.88880778588808,18.88880778588808,1.9005309856088253,0.8325209066064043,3.374979747094756,1.4576146202561395,4.195647490370604,4.346125606317433,0.9644224949898966,0.4217353571839216,0.3146876876629736,Energy,1
-solar/10T/short,Granite-PatchTST-FM-r1,19.6339330520073,19.6339330520073,1.9587136818544708,0.8610847881848431,4.468661212566328,1.5191142803851123,4.163627493472483,4.431019414537393,1.2889830678393273,0.5697895979359479,0.4211803096158544,Energy,1
-solar/D/short,Granite-PatchTST-FM-r1,130109.28272506082,130109.28272506082,249.3304288321168,0.9718716298362916,1.0880847494677617,0.4223128789822841,5.868146968912653,360.7066435832044,0.5210982417166384,0.3601975466273925,0.2784684130004737,Energy,1
-solar/H/long,Granite-PatchTST-FM-r1,776.1284671532846,776.1284671532846,12.70354445458232,0.9654119230054088,4.6235619769422565,1.410628611618005,5.093538398856965,27.859082309962844,0.9659251554211664,0.4404550377922513,0.3296668706544726,Energy,1
-solar/H/medium,Granite-PatchTST-FM-r1,825.9937956204379,825.9937956204379,12.121377927311435,0.9245115134098392,4.605788270956117,1.4112851182329684,4.910312766574399,28.74010778720981,1.035285762235158,0.4366403243762972,0.3348069787042533,Energy,1
-solar/H/short,Granite-PatchTST-FM-r1,811.3955532078371,811.3955532078371,11.654402172173134,0.8978146520724268,4.373071593204729,1.41977877964328,4.557578434472665,28.485005761063785,1.0499668284755266,0.4295851575084227,0.3303841984807735,Energy,1
-solar/W/short,Granite-PatchTST-FM-r1,1195350.6569343065,1195350.6569343065,881.0796076642335,0.9580460489375064,0.1922686361048343,0.1739828429953025,6.339220323691665,1093.320930438225,0.2231741362747251,0.1798503760016047,0.1288945492032944,Energy,1
-sz_taxi/15T/long,Granite-PatchTST-FM-r1,15.617199741809117,15.617199741809117,2.7070679754273503,0.5108963369452572,6409229188419.829,0.3996972586694266,4.09140733140318,3.9518602887512495,0.3657771488101139,0.2505613896588111,0.1992509775624279,Transport,1
-sz_taxi/15T/medium,Granite-PatchTST-FM-r1,16.386979166666666,16.386979166666666,2.761179762620192,0.5380977411322828,9626317542349.238,0.4070536295572917,3.868064773350427,4.04808339423321,0.3767417284315778,0.2569738651535043,0.2024654849225995,Transport,1
-sz_taxi/15T/short,Granite-PatchTST-FM-r1,16.709395300337682,16.709395300337682,2.736000293922657,0.5459788141024169,1197576032641.2163,0.396748553265582,3.883733115143272,4.087712722334788,0.3822186219615105,0.255827728870365,0.2010207021840949,Transport,1
-sz_taxi/H/short,Granite-PatchTST-FM-r1,7.123297797309028,7.123297797309028,1.8433206672342413,0.5607464946524433,1.1574532272469285,0.296253921639206,3.9454526431443977,2.668950692183921,0.248629226772152,0.1717166950778551,0.1350240181340797,Transport,1
-temperature_rain/D/short,Granite-PatchTST-FM-r1,188.941292164182,188.941292164182,5.80212133125438,1.3453495715114678,16.42268390002208,1.5309341661478375,18.92274425432168,13.745591735686826,1.6182195513266315,0.6830630763627867,0.5506902560782463,Nature,1
-us_births/D/short,Granite-PatchTST-FM-r1,161362.13333333333,161362.13333333333,244.47736979166663,0.3601118582031157,0.0236554940541585,0.0232861582438151,3.449814558640205,401.6990581683424,0.0376560271034359,0.0229177695985378,0.0186499266635611,Healthcare,1
-us_births/M/short,Granite-PatchTST-FM-r1,46630346.66666666,46630346.66666666,5565.311197916667,0.6302631921523932,0.0171498283743858,0.0173488818109035,4.248327496783376,6828.641641400335,0.0212097143810989,0.0172858186369167,0.013520194376792,Healthcare,1
-us_births/W/short,Granite-PatchTST-FM-r1,2466518.285714286,2466518.285714286,1214.917131696429,1.104328212121284,0.0163884205477578,0.0164176225662231,6.320608069633479,1570.515293053298,0.0213195911072234,0.0164923809347774,0.012921748206645,Healthcare,1

results/Granite-PatchTST-FM-r1/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "Granite-PatchTST-FM-r1",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "https://huggingface.co/ibm-granite/granite-timeseries-patchtst-fm-r1",
-    "code_link": "https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/patchtst_fm.ipynb",
-    "org": "IBM TSFM & Rensselaer Polytechnic Institute",
-    "replication_code_available": "Yes",
-    "testdata_leakage": "No"
-}

results/HistRoute-CV/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,HistRoute-CV,82.70713524,82.70713524,5.281368458,0.835361429,0.174551911,0.119513586,5.822248716,9.094346334,0.160789913,0.09337568,0.073588404,Transport,1
-loop_seattle/5T/medium,HistRoute-CV,67.67068411,67.67068411,4.831554017,0.767870819,0.16073309,0.111294174,5.355745824,8.226219309,0.146361345,0.085963274,0.067556303,Transport,1
-loop_seattle/5T/short,HistRoute-CV,38.30612645,38.30612645,3.371492284,0.535075001,0.091086749,0.071716466,3.910562303,6.189194329,0.106131018,0.057813649,0.045431726,Transport,1
-loop_seattle/D/short,HistRoute-CV,18.31875546,18.31875546,2.898775783,0.873849574,0.053875514,0.053562352,7.16081179,4.280041525,0.076490059,0.051804995,0.042099305,Transport,1
-loop_seattle/H/long,HistRoute-CV,57.92128326,57.92128326,4.057704523,0.848697407,0.118102372,0.094018037,6.554625795,7.610603344,0.136011648,0.0725166,0.057871011,Transport,1
-loop_seattle/H/medium,HistRoute-CV,66.3243604,66.3243604,4.322083027,0.8842841,0.112427543,0.098745822,7.014872712,8.14397694,0.143943883,0.076392335,0.061293463,Transport,1
-loop_seattle/H/short,HistRoute-CV,57.39709916,57.39709916,3.956748227,0.803934889,0.107001434,0.090967451,6.751233625,7.576087325,0.134104451,0.070038468,0.056357645,Transport,1
-m_dense/D/short,HistRoute-CV,8307.151795,8307.151795,43.32493853,0.641532532,0.118407576,0.092648616,6.940585002,91.14357792,0.157783015,0.075001877,0.062376852,Transport,1
-m_dense/H/long,HistRoute-CV,34187.87516,34187.87516,77.40135333,0.675731801,0.250547422,0.184357373,7.151304787,184.8996354,0.320088619,0.133993192,0.110566144,Transport,1
-m_dense/H/medium,HistRoute-CV,36583.76587,36583.76587,78.28337751,0.681160741,0.257394287,0.186227066,7.436063514,191.2688314,0.332783614,0.136203192,0.112470359,Transport,1
-m_dense/H/short,HistRoute-CV,42990.96192,42990.96192,85.30328437,0.762278376,0.284034892,0.203097694,8.094894972,207.3426197,0.367774176,0.151306785,0.125010608,Transport,1
-sz_taxi/15T/long,HistRoute-CV,15.39948735,15.39948735,2.674398446,0.504426245,6.29575E+12,0.395789006,3.759794658,3.924218055,0.363218611,0.247537541,0.196717313,Transport,1
-sz_taxi/15T/medium,HistRoute-CV,16.21120749,16.21120749,2.733556217,0.533266714,9.80167E+12,0.402598593,3.755646699,4.026314381,0.374715749,0.254403027,0.200785741,Transport,1
-sz_taxi/15T/short,HistRoute-CV,16.53300728,16.53300728,2.707151543,0.53994794,1.07808E+12,0.38943602,3.779206363,4.066080088,0.38019589,0.253130255,0.198684929,Transport,1
-sz_taxi/H/short,HistRoute-CV,7.161664106,7.161664106,1.836062132,0.559094319,1.108945929,0.293689563,3.844549021,2.676128567,0.249297892,0.171040519,0.134456762,Transport,1
-bitbrains_fast_storage/5T/long,HistRoute-CV,3244938.051,3244938.051,304.0314666,0.828176754,3.586029866,0.809839658,14.57572641,1801.371159,4.760486127,0.80346439,0.624910598,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,HistRoute-CV,2585746.054,2585746.054,253.2372266,0.923240211,3.038085888,0.796434555,20.04092987,1608.025514,4.885625625,0.769404635,0.584265548,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,HistRoute-CV,1463547.846,1463547.846,143.559204,0.625519964,1.780083062,0.714486625,14.59623969,1209.771816,3.798384313,0.450740397,0.35985841,Web/CloudOps,2
-bitbrains_fast_storage/H/short,HistRoute-CV,2912033.56,2912033.56,315.4734076,0.965118962,3.675941423,0.571813616,20.26375657,1706.468154,4.863988574,0.899201691,0.656694306,Web/CloudOps,2
-bitbrains_rnd/5T/long,HistRoute-CV,2213482.117,2213482.117,151.2374806,3.254863101,1.083576096,0.666358383,114.3487783,1487.777576,5.699340743,0.579356719,0.564919813,Web/CloudOps,2
-bitbrains_rnd/5T/medium,HistRoute-CV,2177875.326,2177875.326,142.1176165,4.324489016,0.436479963,0.692331031,158.2913215,1475.762625,6.20928565,0.597961258,0.607297251,Web/CloudOps,2
-bitbrains_rnd/5T/short,HistRoute-CV,1530185.284,1530185.284,113.2348213,1.585877345,0.988018742,0.634390962,50.97707895,1237.006582,5.061473853,0.463324202,0.372631646,Web/CloudOps,2
-bitbrains_rnd/H/short,HistRoute-CV,1813969.136,1813969.136,163.7770767,5.781546888,1.944648374,0.544179623,198.0279112,1346.836715,5.894416486,0.716768626,0.655255404,Web/CloudOps,2
-bizitobs_application/10S/long,HistRoute-CV,6451406.752,6451406.752,1532.610238,3.299276559,0.048130946,0.049132643,82.24833181,2539.961959,0.097956188,0.059106655,0.054970189,Web/CloudOps,2
-bizitobs_application/10S/medium,HistRoute-CV,4322613.818,4322613.818,1137.056157,2.432298296,0.034951601,0.035732014,41.57647708,2079.089661,0.081639734,0.04464885,0.040207281,Web/CloudOps,2
-bizitobs_application/10S/short,HistRoute-CV,434381.5449,434381.5449,349.8697048,1.096031706,0.015098626,0.015313148,6.092799737,659.0762816,0.025417939,0.013493077,0.010543697,Web/CloudOps,2
-bizitobs_l2c/5T/long,HistRoute-CV,101.5092183,101.5092183,6.722551926,0.644382159,0.487212497,0.798962443,3.312854171,10.07517833,0.565706202,0.377461242,0.282887395,Web/CloudOps,7
-bizitobs_l2c/5T/medium,HistRoute-CV,70.56696119,70.56696119,5.368470186,0.525053207,0.380390303,0.672762699,2.918810744,8.400414346,0.441985341,0.282460487,0.217159952,Web/CloudOps,7
-bizitobs_l2c/5T/short,HistRoute-CV,13.68384569,13.68384569,2.148391435,0.222707625,0.112058081,0.183849796,1.854921757,3.699168243,0.127044407,0.073784456,0.058415976,Web/CloudOps,7
-bizitobs_l2c/H/long,HistRoute-CV,86.5090609,86.5090609,5.34768725,0.570147986,0.636443603,0.773470035,6.256688568,9.301024723,0.568133458,0.326652185,0.272377307,Web/CloudOps,7
-bizitobs_l2c/H/medium,HistRoute-CV,72.94539952,72.94539952,4.836646884,0.487611206,0.496674325,0.759425924,3.778700023,8.540807896,0.517158903,0.292866322,0.236308844,Web/CloudOps,7
-bizitobs_l2c/H/short,HistRoute-CV,57.9498638,57.9498638,4.535458405,0.449517063,0.401369609,0.596823657,2.798582267,7.612480792,0.410332244,0.244472844,0.191209037,Web/CloudOps,7
-bizitobs_service/10S/long,HistRoute-CV,130805.7892,130805.7892,76.18141784,1.292816431,0.082383973,0.077436186,22.99399762,361.6708299,0.26793732,0.056437631,0.053018416,Web/CloudOps,2
-bizitobs_service/10S/medium,HistRoute-CV,32237.123,32237.123,42.88855732,1.026555399,0.068950549,0.060646221,10.64308278,179.5469939,0.13513129,0.032278937,0.024300701,Web/CloudOps,2
-bizitobs_service/10S/short,HistRoute-CV,2292.617504,2292.617504,18.3295616,0.724893403,0.054678504,0.043697117,5.134715647,47.88128553,0.035471988,0.013579126,0.010672756,Web/CloudOps,2
-car_parts/M/short,HistRoute-CV,1.371810405,1.371810405,0.456259843,0.844700751,0.829420595,1.896277469,645.2439049,1.171243103,2.808520813,1.0940643,2.272551047,Sales,1
-covid_deaths/D/short,HistRoute-CV,254606.1053,254606.1053,85.05429283,31.42988201,0.081283006,0.355114725,1088.951303,504.5850823,0.189852584,0.03200209,0.026225631,Healthcare,1
-electricity/15T/long,HistRoute-CV,305882.6788,305882.6788,56.64116856,0.847452218,0.123660223,0.128015692,7.149675101,553.0666133,0.872530395,0.089358388,0.071730377,Energy,1
-electricity/15T/medium,HistRoute-CV,247886.0688,247886.0688,51.44595605,0.799200439,0.119392134,0.126119813,7.090744672,497.8815811,0.857900095,0.088646562,0.071674645,Energy,1
-electricity/15T/short,HistRoute-CV,120331.7783,120331.7783,46.69937534,0.893018042,0.14954246,0.153076811,9.944251903,346.8887117,0.683786036,0.092053675,0.076906725,Energy,1
-electricity/D/short,HistRoute-CV,1248940932,1248940932,4127.030657,1.368855751,0.347726979,0.091998799,10.8051403,35340.3584,0.580759457,0.06782082,0.053322317,Energy,1
-electricity/H/long,HistRoute-CV,8898327.62,8898327.62,266.1287667,1.122087319,0.281473111,0.135963973,10.11755525,2983.006473,1.176496903,0.10496111,0.084682144,Energy,1
-electricity/H/medium,HistRoute-CV,5530962.478,5530962.478,227.4017215,0.997852091,0.212542591,0.123583814,8.808329146,2351.799838,0.917984965,0.088762384,0.071277113,Energy,1
-electricity/H/short,HistRoute-CV,1600935.46,1600935.46,161.8135338,0.887092654,0.165419521,0.11978751,10.01084289,1265.280783,0.597302892,0.076387544,0.062608922,Energy,1
-electricity/W/short,HistRoute-CV,43652704063,43652704063,27995.78283,1.451278808,0.189046988,0.094152655,11.01464,208932.2954,0.476714558,0.063877139,0.049682707,Energy,1
-ett1/15T/long,HistRoute-CV,8.598709477,8.598709477,1.532794452,0.979546169,0.787381172,0.374601819,6.641314472,2.932355619,0.558909851,0.292152123,0.22713328,Energy,7
-ett1/15T/medium,HistRoute-CV,9.11247081,9.11247081,1.549500075,0.972410167,0.759007973,0.373609019,6.30750209,3.018686935,0.575364682,0.295336229,0.2286491,Energy,7
-ett1/15T/short,HistRoute-CV,4.773978711,4.773978711,1.063784916,0.670546453,0.475461897,0.235674697,4.58692206,2.18494364,0.413045279,0.201099621,0.156786263,Energy,7
-ett1/D/short,HistRoute-CV,40986.67952,40986.67952,136.1749417,1.677127514,1.17316565,0.482285646,10.66165088,202.4516721,0.531746052,0.357668015,0.272676897,Energy,7
-ett1/H/long,HistRoute-CV,138.9540061,138.9540061,6.926993121,1.3344334,4.20619E+12,0.465824209,9.409121182,11.78787539,0.56449581,0.331718691,0.257337232,Energy,7
-ett1/H/medium,HistRoute-CV,132.7383471,132.7383471,6.733028424,1.250560845,3.54629E+12,0.431099549,9.175094023,11.52121292,0.551838813,0.322496116,0.250514717,Energy,7
-ett1/H/short,HistRoute-CV,95.93697087,95.93697087,4.822648675,0.799055874,0.462891642,0.25508165,5.429514535,9.794742001,0.457160681,0.225092744,0.172277896,Energy,7
-ett1/W/short,HistRoute-CV,1156229.747,1156229.747,869.5298802,1.529798332,0.640179292,0.556492676,8.026817742,1075.281241,0.427880078,0.346006699,0.251788674,Energy,7
-ett2/15T/long,HistRoute-CV,11.10373554,11.10373554,2.111867137,0.875205561,0.132522586,0.160425167,7.189006578,3.332226814,0.177580387,0.112545215,0.090564553,Energy,7
-ett2/15T/medium,HistRoute-CV,11.5208016,11.5208016,2.106109075,0.865355965,0.129710916,0.157681292,6.703629708,3.394230634,0.180884685,0.112238359,0.089236968,Energy,7
-ett2/15T/short,HistRoute-CV,7.311399304,7.311399304,1.65338936,0.716346118,0.102973631,0.122361767,5.038454496,2.70395993,0.1283666,0.078492277,0.062309397,Energy,7
-ett2/D/short,HistRoute-CV,106566.6958,106566.6958,194.6649292,1.274587448,0.418714377,0.132200955,11.41834586,326.445548,0.186833389,0.111411869,0.090878068,Energy,7
-ett2/H/long,HistRoute-CV,229.2985825,229.2985825,9.26287687,1.022972597,0.177733261,0.172815223,7.662083265,15.14260818,0.207366367,0.126847971,0.103380802,Energy,7
-ett2/H/medium,HistRoute-CV,237.4925942,237.4925942,9.528872176,1.027441935,0.172070589,0.166833327,7.199877323,15.41079473,0.207670352,0.12840767,0.103269954,Energy,7
-ett2/H/short,HistRoute-CV,105.3453773,105.3453773,6.271190283,0.718506016,0.116460531,0.107097507,5.042229932,10.26378962,0.130173404,0.079536138,0.063110965,Energy,7
-ett2/W/short,HistRoute-CV,2913529.943,2913529.943,1174.057082,0.764895543,0.124267326,0.135169803,8.37736407,1706.906542,0.143183275,0.098485379,0.082425566,Energy,7
-hierarchical_sales/D/short,HistRoute-CV,28.4973894,28.4973894,2.295240209,0.740530807,0.630308353,1.059315415,6.926763219,5.338294615,1.63772967,0.704154278,0.570827365,Sales,1
-hierarchical_sales/W/short,HistRoute-CV,463.6878563,463.6878563,8.88825914,0.719670829,0.527546113,0.455090832,6.590480689,21.53341256,0.988609503,0.408064325,0.344308696,Sales,1
-hospital/M/short,HistRoute-CV,2625.405964,2625.405964,17.22070759,0.748692765,0.189772507,0.171216452,5.071215511,51.23871548,0.186008436,0.062515167,0.049810492,Healthcare,1
-jena_weather/10T/long,HistRoute-CV,1401.839525,1401.839525,9.530010058,0.62674034,0.770121283,0.637719404,5.781536116,37.44114749,0.229108793,0.058315764,0.048236315,Nature,21
-jena_weather/10T/medium,HistRoute-CV,1427.601971,1427.601971,9.277801263,0.578038269,0.726444261,0.640872285,5.649967071,37.7836204,0.231877436,0.056937709,0.047020981,Nature,21
-jena_weather/10T/short,HistRoute-CV,727.8677685,727.8677685,4.999071307,0.261352173,0.341439926,0.536107912,2.165202187,26.9790246,0.167573563,0.0310505,0.026266499,Nature,21
-jena_weather/D/short,HistRoute-CV,347.3288218,347.3288218,9.304598021,1.011901757,0.592054014,0.446379359,6.799797461,18.63675996,0.112223754,0.056028887,0.043982314,Nature,21
-jena_weather/H/long,HistRoute-CV,1246.408382,1246.408382,11.0846058,0.976448029,2.033509674,0.652346439,7.834445161,35.30450937,0.212572272,0.066741611,0.054069248,Nature,21
-jena_weather/H/medium,HistRoute-CV,1305.567542,1305.567542,10.13094145,0.787719273,2.053463387,0.682054976,6.023292239,36.13263818,0.221102016,0.061993026,0.049174949,Nature,21
-jena_weather/H/short,HistRoute-CV,1087.748462,1087.748462,8.187054273,0.519226502,1.114906296,0.603564071,4.45955523,32.98103186,0.202171615,0.050186119,0.040235056,Nature,21
-kdd_cup_2018/D/short,HistRoute-CV,2908.891831,2908.891831,21.23222555,1.199543564,0.526676123,0.467447408,9.112760145,53.93414346,1.20818208,0.475624396,0.377103913,Nature,1
-kdd_cup_2018/H/long,HistRoute-CV,3813.261915,3813.261915,22.00666321,0.91720448,0.912201306,0.545139134,7.057615907,61.75161467,1.448942412,0.516365246,0.409804999,Nature,1
-kdd_cup_2018/H/medium,HistRoute-CV,4908.786961,4908.786961,23.55033901,0.956083752,0.892777533,0.511335467,7.955116941,70.0627359,1.466539951,0.492951247,0.395505582,Nature,1
-kdd_cup_2018/H/short,HistRoute-CV,4247.438336,4247.438336,20.862043,0.866373276,0.807328455,0.460268535,7.065291318,65.17237402,1.364175821,0.436680343,0.351789073,Nature,1
-m4_daily/D/short,HistRoute-CV,355207.4911,355207.4911,169.1454609,3.160919651,0.036299024,0.029414612,24.23024229,595.9928616,0.092064426,0.026128299,0.02075222,Econ/Fin,1
-m4_hourly/H/short,HistRoute-CV,913354.6659,913354.6659,184.0491442,0.668806429,0.082586659,0.075311419,5.046584698,955.6959066,0.130473601,0.025126773,0.01945089,Econ/Fin,1
-m4_monthly/M/short,HistRoute-CV,1799961.505,1799961.505,545.8771612,0.902517649,0.156787314,0.129271641,7.358387891,1341.62644,0.278836032,0.113452014,0.090417682,Econ/Fin,1
-m4_quarterly/Q/short,HistRoute-CV,1713475.28,1713475.28,541.1424151,1.132254118,0.110227202,0.098651913,8.542318375,1308.997815,0.219103183,0.090577711,0.072148928,Econ/Fin,1
-m4_weekly/W/short,HistRoute-CV,222875.7817,222875.7817,240.4064777,1.848863766,0.058342111,0.058105739,13.06447386,472.0972163,0.086008792,0.043798332,0.035024289,Econ/Fin,1
-m4_yearly/A/short,HistRoute-CV,3330455.459,3330455.459,827.3642151,3.057421699,0.160834176,0.137189676,27.08384148,1824.95355,0.292639759,0.132671686,0.107126166,Econ/Fin,1
-restaurant/D/short,HistRoute-CV,138.2817125,138.2817125,7.059746188,0.676800459,0.654710147,0.389665089,4.578335577,11.75932449,0.541191359,0.324905877,0.254028177,Sales,1
-saugeen/D/short,HistRoute-CV,1127.695488,1127.695488,12.36401752,2.746784694,0.270311378,0.310646901,28.30601466,33.58117758,1.087702327,0.400473468,0.328315851,Nature,1
-saugeen/M/short,HistRoute-CV,393.6989182,393.6989182,12.38942285,0.725921917,0.353308922,0.354243739,4.407813985,19.84184765,0.595711752,0.371967617,0.286201616,Nature,1
-saugeen/W/short,HistRoute-CV,947.6460932,947.6460932,14.44224451,1.171643914,0.363022743,0.378210134,9.036083377,30.78386092,0.929236437,0.435951158,0.346385134,Nature,1
-solar/10T/long,HistRoute-CV,18.08074715,18.08074715,1.803162112,0.787543872,2.991563357,1.450943668,4.45982119,4.252146182,0.919033381,0.389724647,0.294098397,Energy,1
-solar/10T/medium,HistRoute-CV,17.76947717,17.76947717,1.768115209,0.770969831,3.340910395,1.444746878,4.196746795,4.215385768,0.935410854,0.392351792,0.295827349,Energy,1
-solar/10T/short,HistRoute-CV,15.24189543,15.24189543,1.638529906,0.713539714,4.515565789,1.494001541,3.588456394,3.904087016,1.135698481,0.476648169,0.362511654,Energy,1
-solar/D/short,HistRoute-CV,136004.1392,136004.1392,247.8967761,0.967221754,1.123377064,0.417636127,5.180636037,368.7873902,0.532772188,0.35812642,0.277824364,Energy,1
-solar/H/long,HistRoute-CV,564.1325146,564.1325146,10.58556723,0.804940281,4.51550662,1.388610836,3.694125065,23.75147394,0.823506994,0.367020955,0.278402612,Energy,1
-solar/H/medium,HistRoute-CV,601.8716523,601.8716523,10.27147053,0.784007704,3.872223394,1.386475879,3.640322948,24.53307262,0.883738536,0.370002342,0.282106715,Energy,1
-solar/H/short,HistRoute-CV,601.8440248,601.8440248,10.11286861,0.778526551,3.745796978,1.388774037,3.59262769,24.53250955,0.904276472,0.372763705,0.282235818,Energy,1
-solar/W/short,HistRoute-CV,1520582.343,1520582.343,992.2405342,1.083529359,0.222199269,0.194502011,6.439225542,1233.118949,0.251710396,0.202541091,0.146052192,Energy,1
-temperature_rain/D/short,HistRoute-CV,174.6102443,174.6102443,5.660554565,1.311444683,24.47665282,1.492600226,18.69765838,13.21401696,1.555639164,0.666396933,0.53950731,Nature,1
-us_births/D/short,HistRoute-CV,139754.1119,139754.1119,217.4436982,0.320088969,0.021052188,0.020710588,2.524209708,373.8370125,0.035044186,0.020383582,0.016561064,Healthcare,1
-us_births/M/short,HistRoute-CV,52520951.76,52520951.76,6020.566019,0.679619519,0.018499134,0.018741714,4.059649919,7247.134038,0.022509549,0.018699837,0.013848141,Healthcare,1
-us_births/W/short,HistRoute-CV,1671695.894,1671695.894,993.998992,0.904170569,0.013482373,0.013504741,5.607314979,1292.940793,0.017551544,0.013493439,0.01059475,Healthcare,1

results/HistRoute-CV/config.json DELETED Viewed

@@ -1,8 +0,0 @@
-{
-    "model": "HistRoute-CV",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "org": "Hitsz iLearn-ML",
-    "replication_code_available": "No",
-    "testdata_leakage": "No"
-}

results/LS-Agent/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,LS-Agent,3957995.65451133,3957995.65451133,378.1091916214635,0.8603110564828469,4.78856334982787,0.7836829184466452,14.76672140811546,1989.4711997189927,5.257578423141691,0.9992297087494124,0.6890139974591692,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,LS-Agent,3046908.21216372,3046908.21216372,283.92922759148496,0.9253888651363296,4.3538482239211245,0.7790054676781556,20.24382714306673,1745.539518934968,5.303431006179388,0.8626553869648287,0.6129913607603669,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,LS-Agent,1536760.927994002,1536760.927994002,138.85716332620837,0.6132535387532211,1.64003308762096,0.6949932051659394,13.054603417842044,1239.6616183434903,3.892230869756011,0.4359771485925495,0.3498899165010743,Web/CloudOps,2
-bitbrains_fast_storage/H/short,LS-Agent,2889684.6192195974,2889684.6192195974,304.3594145448027,0.9851514459573376,3.472238754292412,0.543035668515421,21.040732057215344,1699.907238416143,4.845287875222897,0.8675232081357006,0.6424921132338733,Web/CloudOps,2
-bitbrains_rnd/5T/long,LS-Agent,2432862.306336082,2432862.306336082,182.2773081125668,3.270447965093801,1.8987919963236344,0.6615164060652982,114.86044806487024,1559.7635418024367,5.975102669521298,0.6982632951132953,0.6239613234009009,Web/CloudOps,2
-bitbrains_rnd/5T/medium,LS-Agent,2241386.628366248,2241386.628366248,145.4174887738562,4.329574227647126,0.5185664402002764,0.6872756731830288,158.70774049034395,1497.1261230658718,6.299172877473534,0.6118455132682792,0.6315239808997499,Web/CloudOps,2
-bitbrains_rnd/5T/short,LS-Agent,1640456.6432973067,1640456.6432973067,113.86891863500604,1.5729822871835444,0.9611660905756062,0.627635767943061,50.88278031335293,1280.8031243314902,5.240676663186286,0.4659187452124661,0.3703670700253367,Web/CloudOps,2
-bitbrains_rnd/H/short,LS-Agent,1889922.432078769,1889922.432078769,149.67140888402562,5.783915379536049,1.315416683012418,0.5187313294400915,196.70725978198683,1374.744497017089,6.016554538091898,0.6550353147786403,0.6229009232934204,Web/CloudOps,2
-bizitobs_application/10S/long,LS-Agent,5830039.893333334,5830039.893333334,1471.64375,3.1011581381389868,0.0449148686726888,0.0458903792586902,44.967749417334886,2414.547554581051,0.0931194479577907,0.0567554171093186,0.0502910239538342,Web/CloudOps,2
-bizitobs_application/10S/medium,LS-Agent,3600785.493333333,3600785.493333333,1045.4473958333333,2.257646437453527,0.0324235788981119,0.0330677480082767,21.62780460074899,1897.57358047938,0.0745121296126768,0.0410516422988401,0.034995727451858,Web/CloudOps,2
-bizitobs_application/10S/short,LS-Agent,343613.3688888889,343613.3688888889,319.8210763888889,0.9873614702129042,0.0140453550550672,0.0141374512990361,5.555577879521129,586.1854389942563,0.0226068293318461,0.0123342205549424,0.0096062542573531,Web/CloudOps,2
-bizitobs_l2c/5T/long,LS-Agent,50.13316964285714,50.13316964285714,4.222515190972223,0.4208917426995313,0.3317486940509737,0.6244478393170686,2.696605604109132,7.080478065982349,0.397558258071185,0.2370879153015399,0.1858439079002455,Web/CloudOps,7
-bizitobs_l2c/5T/medium,LS-Agent,53.20044642857143,53.20044642857143,4.454500159438775,0.4468260571383269,0.325594082591225,0.5367297300679814,2.9040060763688422,7.293863614612727,0.3837644870382265,0.2343722146482013,0.184156492445978,Web/CloudOps,7
-bizitobs_l2c/5T/short,LS-Agent,13.164534505208334,13.164534505208334,1.955175199962797,0.2022068563885345,0.0894763666717897,0.1760956695140235,1.720287588594516,3.628296364026557,0.1246103784006342,0.0671486276376062,0.0534874565344546,Web/CloudOps,7
-bizitobs_l2c/H/long,LS-Agent,81.89657738095238,81.89657738095238,5.137902638268849,0.5500563761469538,0.5976975114160816,0.7699710752612535,4.526565101764602,9.049672777562312,0.552780132217577,0.3138379220456556,0.2525634921135263,Web/CloudOps,7
-bizitobs_l2c/H/medium,LS-Agent,80.12965029761905,80.12965029761905,4.944983491443453,0.5049966293789051,0.479287718514104,0.7703552116639161,3.5365857411197403,8.951516647899341,0.5420279296033048,0.2994262614055025,0.2401109100782616,Web/CloudOps,7
-bizitobs_l2c/H/short,LS-Agent,48.06599547371032,48.06599547371032,4.140051463293651,0.4078845075808299,0.3493336556340864,0.583716993367737,2.5957510774369346,6.9329644073592585,0.3737045371853771,0.2231593767265716,0.1725656791289994,Web/CloudOps,7
-bizitobs_service/10S/long,LS-Agent,129345.95047619048,129345.95047619048,75.02758597883597,1.2738309981109517,0.0741342760520006,0.0714011147808529,17.388483273345408,359.64698035183125,0.2664379806696012,0.0555828342647564,0.050655009031713,Web/CloudOps,2
-bizitobs_service/10S/medium,LS-Agent,15107.660952380951,15107.660952380951,35.39004464285714,0.973113617115478,0.0603562709263392,0.0534000591378665,8.830525862106175,122.91322529484349,0.0925073898205409,0.0266353815684997,0.0202747941678273,Web/CloudOps,2
-bizitobs_service/10S/short,LS-Agent,2054.920985449736,2054.920985449736,17.469421761326057,0.6847117568951306,0.0501945426981285,0.0399957088702658,4.879507487037063,45.3312363106251,0.0335828305018801,0.0129419066790146,0.0100778428660964,Web/CloudOps,2
-car_parts/M/short,LS-Agent,1.3653892358967676,1.3653892358967676,0.4496594146854202,0.8279382921727588,0.8387945872953542,1.9001135270424767,15.1933926186243,1.1684987102674815,2.801940042110014,1.0782371501551953,0.9270841521886972,Sales,1
-covid_deaths/D/short,LS-Agent,250855.23709273184,250855.23709273184,77.12606320488722,29.61038205044786,0.0784960991201781,0.18086106456124,654.2473140738424,500.8545069106714,0.1884489367781598,0.0290190552511857,0.0252272476736643,Healthcare,1
-electricity/15T/long,LS-Agent,306676.35469359986,306676.35469359986,55.84609484093468,0.8422626511597023,0.1207682124233708,0.1221109332664096,6.983177500364498,553.7836713858579,0.8736616553456794,0.0881040633452104,0.070296510814374,Energy,1
-electricity/15T/medium,LS-Agent,250125.23585870635,250125.23585870635,50.640209806974944,0.7915869312922478,0.1161167977370708,0.1235635843427054,6.876727004469255,500.1252201786132,0.8617661240622522,0.0872581816839202,0.0703209220952097,Energy,1
-electricity/15T/short,LS-Agent,130464.39181227125,130464.39181227125,48.40498797442462,0.9367558608159033,0.15084476052069504,0.15233505494376662,10.219997908966004,361.19854901739467,0.7119935547820836,0.0954157749272544,0.07827247442410573,Energy,1
-electricity/D/short,LS-Agent,1313758661.0992432,1313758661.0992432,4209.099009009009,1.3752613382787593,0.3189439179757143,0.0919931788690879,11.021579627583876,36245.808876327246,0.5956390407296719,0.0691694784524389,0.0541287077823848,Energy,1
-electricity/H/long,LS-Agent,6814130.150594595,6814130.150594595,254.2253903903904,1.1319826282460623,0.2829012810657926,0.1350234263105263,9.201230387923982,2610.388888766307,1.0295365995481638,0.1002664181830106,0.0792235968287892,Energy,1
-electricity/H/medium,LS-Agent,4911892.669842342,4911892.669842342,228.4539922050957,1.0272765159259465,0.2083109521103022,0.1237729618391151,8.455244234014065,2216.2790144389182,0.865086742093055,0.0891731224034947,0.0708781242725574,Energy,1
-electricity/H/short,LS-Agent,1852544.0665695383,1852544.0665695383,172.41281274194117,0.9322898829650196,0.1517289012211305,0.1228204299695353,9.997871891530826,1361.081947044166,0.6425278845635001,0.0813911609681555,0.0654201365420972,Energy,1
-electricity/W/short,LS-Agent,43409032692.6991,43409032692.6991,27561.452364864865,1.4212109229186658,0.1970286438575058,0.0930124696362316,11.131868218035754,208348.34458833383,0.4753821832950293,0.062886141120437,0.0487702913320353,Energy,1
-ett1/15T/long,LS-Agent,7.743469742063492,7.743469742063492,1.485230499751984,0.96312381279418,0.7632947940068391,0.3734597951524004,6.708833362748769,2.782709065292937,0.530387099227911,0.2830864017634373,0.2185089851681539,Energy,7
-ett1/15T/medium,LS-Agent,8.574843352787079,8.574843352787079,1.5295550294906377,0.962522993918306,0.7221446505512271,0.3750753002771135,6.463014789200928,2.928283345714188,0.5581336515414481,0.2915346751169622,0.2232893292941316,Energy,7
-ett1/15T/short,LS-Agent,4.9894224802653,4.9894224802653,1.0518389928908576,0.6661898151504121,0.4714038137739226,0.2279492346945281,4.574414765194319,2.2337015199585863,0.4222625770482421,0.1988413580817887,0.1557636664218557,Energy,7
-ett1/D/short,LS-Agent,42155.91746031746,42155.91746031746,137.62571924603174,1.6575738491995815,1.3017297169518849,0.4709583413144764,10.025611242742992,205.319062583866,0.5392773283794092,0.3614785166914489,0.2736293781951349,Energy,7
-ett1/H/long,LS-Agent,142.06099537037036,142.06099537037036,7.190076264880952,1.3775881873038054,2668319807104.788,0.4832832869799015,8.705749946707241,11.91893432192536,0.570771950057491,0.3443171797011167,0.2617489868464578,Energy,7
-ett1/H/medium,LS-Agent,131.8645554315476,131.8645554315476,6.728583054315476,1.220959826048368,3409354563340.7817,0.4351954776588191,8.042005451037303,11.483229311981349,0.5500195244000224,0.3222832141442357,0.2467974181876452,Energy,7
-ett1/H/short,LS-Agent,93.09271647135417,93.09271647135417,4.77075943719773,0.7884899580746818,0.4382189841497512,0.2545526049287073,5.248736039829404,9.64845668857741,0.4503329226911433,0.2226708488366938,0.1706888826359081,Energy,7
-ett1/W/short,LS-Agent,1424096.5714285714,1424096.5714285714,929.3221261160714,1.562505847861195,0.6971596309116909,0.5390631360259086,8.04116563138094,1193.355174048603,0.4748645064556256,0.3697994548087722,0.2726507182504715,Energy,7
-ett2/15T/long,LS-Agent,10.643125,10.643125,2.066861359126984,0.8609134688330573,0.131057564894496,0.1594956685730411,6.963525974919164,3.2623802660021104,0.1738581382221936,0.1101467758390915,0.0889101769584519,Energy,7
-ett2/15T/medium,LS-Agent,10.954563879588294,10.954563879588294,2.047723311166915,0.844241058969054,0.1265156849563793,0.1539361478158982,6.403688634637232,3.309767949507683,0.1763835251437353,0.1091268819000883,0.0867792045053491,Energy,7
-ett2/15T/short,LS-Agent,7.115114484514509,7.115114484514509,1.6420353480747767,0.704837317401606,0.0991876898973784,0.1192148929962204,4.616117287436609,2.667417193562812,0.126631793880929,0.0779532658949655,0.0611054275196489,Energy,7
-ett2/D/short,LS-Agent,103877.76507936508,103877.76507936508,192.67144097222223,1.2866335577093546,0.4144287109375,0.1323527355786133,12.688414342346553,322.3007370133756,0.1844612154108659,0.1102709491329028,0.091925621485008,Energy,7
-ett2/H/long,LS-Agent,212.09279100529105,212.09279100529105,8.876678240740741,0.9863337130527872,0.1727133635363062,0.1682360528591291,7.590636623628375,14.563405886168628,0.1994346347861026,0.1215592765108061,0.0987508441186879,Energy,7
-ett2/H/medium,LS-Agent,231.0735305059524,231.0735305059524,9.362131463913691,1.0018450174395812,0.1673905000046946,0.1626512305362657,7.0447146573640325,15.201102937154014,0.2048446247049054,0.1261607341317325,0.1011851543574738,Energy,7
-ett2/H/short,LS-Agent,102.98327287946428,102.98327287946428,6.245540655226934,0.718398760569781,0.1177012861032638,0.107465337664825,5.027683561949292,10.148067445551606,0.128705731226422,0.0792108331215014,0.0626304524772551,Energy,7
-ett2/W/short,LS-Agent,3201726.571428572,3201726.571428572,1227.434430803571,0.8334132762734304,0.1341433354786464,0.1482200204032048,8.351307781377661,1789.3369083066978,0.1500979344002041,0.1029629310277032,0.086641179203656,Energy,7
-hierarchical_sales/D/short,LS-Agent,28.566565390528112,28.566565390528112,2.29266982660061,0.7397024873651289,0.6286003595955686,1.052127913963733,7.0039686496220135,5.344769909970691,1.6397162186228236,0.7033657130143534,0.5696389702315354,Sales,1
-hierarchical_sales/W/short,LS-Agent,429.4711583024365,429.4711583024365,8.552440449342889,0.6974483339124989,0.5071761375346325,0.4414099050555957,6.260073671728046,20.723685924623457,0.9514345575082152,0.3926467243391096,0.3261031349656462,Sales,1
-hospital/M/short,LS-Agent,2181.802042590178,2181.802042590178,16.582108598333605,0.7369085355364,0.1877174609539458,0.1687085179433756,4.844414093067998,46.70976388925744,0.1695672895870336,0.0601969048125277,0.0474163573002603,Healthcare,1
-jena_weather/10T/long,LS-Agent,1302.832068452381,1302.832068452381,9.116233284763558,0.6080866482724735,0.7606039367036308,0.6276905187223775,5.592641730600743,36.09476511147262,0.2208700513527134,0.0557837932323614,0.0458163551734095,Nature,21
-jena_weather/10T/medium,LS-Agent,1463.2911075036077,1463.2911075036077,9.273370141143578,0.5757598847040989,0.7093564802793489,0.6407435859279,5.235502521849351,38.2529882166558,0.2347579444832881,0.05691051638731,0.0462770775384647,Nature,21
-jena_weather/10T/short,LS-Agent,856.2255760374524,856.2255760374524,5.558732635255844,0.2576355189781658,0.3325234111368954,0.533926560520534,2.0510349364347427,29.26133243783428,0.1817495638231603,0.0345266994937326,0.028065775515264,Nature,21
-jena_weather/D/short,LS-Agent,363.61041666666665,363.61041666666665,9.531648375496031,1.0410168063281946,0.6280933773860512,0.4482449844569415,6.474132487587046,19.06857143749019,0.1148239661885831,0.0573961019773945,0.0447487045709449,Nature,21
-jena_weather/H/long,LS-Agent,1210.5660052910052,1210.5660052910052,10.757803199404762,0.8963241679357514,1.9414292279411764,0.6415358077890095,6.4174105566105215,34.79318906468628,0.2094935672929787,0.0647739005553397,0.0523687150234767,Nature,21
-jena_weather/H/medium,LS-Agent,1254.7859126984126,1254.7859126984126,9.849200923859128,0.7287829360461032,1.8239589701065628,0.6573648873313057,5.910209303871009,35.42295742450668,0.2167593588516752,0.0602690072393571,0.0486371128391604,Nature,21
-jena_weather/H/short,LS-Agent,1074.5882075794957,1074.5882075794957,8.110872630387819,0.5102414890145719,1.1266963411565958,0.6002900106841365,4.227426979328425,32.78091224446775,0.2009448897676317,0.0497191290613835,0.0400772913809724,Nature,21
-kdd_cup_2018/D/short,LS-Agent,2899.3460539056787,2899.3460539056787,21.076490967235188,1.1872929686990523,0.5167337099647686,0.4626530168652016,9.236703785918412,53.84557599195758,1.2061980716092178,0.4721357751798457,0.3761106711005144,Nature,1
-kdd_cup_2018/H/long,LS-Agent,4139.720109443933,4139.720109443933,24.237604617678592,1.023010673602933,1.0381320172635442,0.6110706958212206,7.298679075961965,64.34065673774191,1.5096917554664042,0.568712128828793,0.4404836912313945,Nature,1
-kdd_cup_2018/H/medium,LS-Agent,5235.180331339708,5235.180331339708,25.15646038519173,1.035989409326116,0.9133945749143104,0.557767774079653,8.292007840832014,72.35454603091438,1.5145116842675643,0.526570274822931,0.4185997139436583,Nature,1
-kdd_cup_2018/H/short,LS-Agent,4323.167225545541,4323.167225545541,22.07189734378497,0.9196630064456326,0.8508538442730803,0.4847072708803584,7.245115611775244,65.75079638715825,1.3762832451665143,0.4620047843134489,0.3679460384725734,Nature,1
-loop_seattle/5T/long,LS-Agent,78.04066343990081,78.04066343990081,4.938661917892157,0.7820837337908076,0.1425589696470579,0.1124310627924694,6.088735035599969,8.834062680324427,0.1561880444526268,0.0873165580867157,0.0691121282150365,Transport,1
-loop_seattle/5T/medium,LS-Agent,63.04911921923375,63.04911921923375,4.500431476352877,0.7168322159200757,0.1346837607699651,0.1032762395816255,5.328936999199321,7.940347550279758,0.1412750987462554,0.0800719234512736,0.0631823807552929,Transport,1
-loop_seattle/5T/short,LS-Agent,40.46229140337776,40.46229140337776,3.395536240458612,0.5379984684599254,0.0878604228774583,0.0725624882807188,3.905435953884244,6.360997673586884,0.1090770666437701,0.0582259500470766,0.0456357922718243,Transport,1
-loop_seattle/D/short,LS-Agent,17.920021042956655,17.920021042956655,2.8502206335864937,0.860034189660436,0.0529091312420257,0.0526156551578664,7.198991623019681,4.233204583168248,0.0756530220924111,0.0509372510410501,0.0413104032103973,Transport,1
-loop_seattle/H/long,LS-Agent,46.659875677244585,46.659875677244585,3.7317247430770553,0.7896994154413045,0.1128390689793426,0.0862632809977298,6.136984410847647,6.830803443025175,0.1220755809787473,0.0666909053764466,0.0527865773967883,Transport,1
-loop_seattle/H/medium,LS-Agent,50.59589924374355,50.59589924374355,3.886785617824432,0.8027488811575485,0.1056151150918966,0.0881391058452869,5.682934605367784,7.113079448715834,0.1257228858566288,0.0686985022594044,0.053188696984626,Transport,1
-loop_seattle/H/short,LS-Agent,48.45315836363112,48.45315836363112,3.678406589676508,0.7518178502116998,0.1019734665504601,0.0844891575870533,5.427544127602726,6.9608302926900265,0.1232137771140145,0.0651115385115892,0.0508974101457817,Transport,1
-m4_daily/D/short,LS-Agent,349316.1702828754,349316.1702828754,176.55646240209623,3.2821112930762166,0.0368216475362634,0.0298491539200093,24.616527859529267,591.0297541434571,0.0912977626534657,0.0272730939285496,0.0215051528574059,Econ/Fin,1
-m4_hourly/H/short,LS-Agent,832390.5324234586,832390.5324234586,193.0135162218373,0.6406277019837496,0.0812043851892345,0.0744001206006528,4.969412282219403,912.354389710193,0.1245565314289898,0.0263506093362927,0.0204449337863573,Econ/Fin,1
-m4_monthly/M/short,LS-Agent,1751752.8640208333,1751752.8640208333,535.308596363209,0.8900936273142781,0.1538545147026026,0.1267622355404242,7.304527533597646,1323.538010040072,0.2750766342661444,0.1112555029506612,0.0886138980274086,Econ/Fin,1
-m4_quarterly/Q/short,LS-Agent,1674609.8210625,1674609.8210625,533.2935399373372,1.112738802410472,0.1103731162647406,0.0967057752798896,8.417846925233073,1294.0671625006562,0.216604055668838,0.08926394777625,0.0710589913602574,Econ/Fin,1
-m4_weekly/W/short,LS-Agent,232161.5496035997,232161.5496035997,241.92494509320764,1.865377377591444,0.0580255309391614,0.0574577321894997,12.898393332422598,481.8314535224944,0.08778221687291,0.0440749723619846,0.0349329339165267,Econ/Fin,1
-m4_yearly/A/short,LS-Agent,3161267.545196018,3161267.545196018,809.0708225874902,2.952769481118072,0.1643164360787165,0.1324911221820134,29.65489197413017,1777.9953726587758,0.2851097988793123,0.1297382563837014,0.1054265547289905,Econ/Fin,1
-m_dense/D/short,LS-Agent,7472.422222222222,7472.422222222222,40.53469328703704,0.61455802219705,0.1144197773632957,0.0889562455405089,6.508824126960593,86.44317336968966,0.1496459197232485,0.0701715499464225,0.0589339050096849,Transport,1
-m_dense/H/long,LS-Agent,32834.12740740741,32834.12740740741,75.90354938271605,0.6590285878807735,0.2530622682784296,0.1829298950091196,6.812451394662907,181.2018968096289,0.3136873034095482,0.1314002786079689,0.1093393009415736,Transport,1
-m_dense/H/medium,LS-Agent,35405.002222222225,35405.002222222225,77.24075737847222,0.6700292492280365,0.2539263157701336,0.1845170565870654,7.132423187219687,188.162170008273,0.3273784238277079,0.134389167624453,0.1117915061463231,Transport,1
-m_dense/H/short,LS-Agent,43759.17958333333,43759.17958333333,84.02797688802083,0.7374398524982186,0.2641566450580394,0.198730639041156,8.799730728642402,209.1869488838473,0.3710455641211372,0.1490447097810366,0.1241083067715754,Transport,1
-restaurant/D/short,LS-Agent,137.55816931424826,137.55816931424826,7.014839278534924,0.6739711849763292,0.6529271396655846,0.3881235526017446,4.533388540047113,11.728519485180056,0.5397736414145957,0.3228391568174815,0.2523387546215485,Sales,1
-saugeen/D/short,LS-Agent,1170.9258333333332,1170.9258333333332,12.595859375,2.7984950465877843,0.2740062459309896,0.3169424501325997,27.01486468461242,34.21879356922645,1.1083548768624114,0.4079828863139539,0.3339179435064253,Nature,1
-saugeen/M/short,LS-Agent,370.3382626488095,370.3382626488095,11.941795712425597,0.6997066520064621,0.3402718816484724,0.3366643374448302,3.779140882233132,19.24417477183185,0.5777678586339906,0.3585285323386167,0.2759196491205748,Nature,1
-saugeen/W/short,LS-Agent,763.991845703125,763.991845703125,12.895628356933594,1.0460699982538983,0.3284619331359863,0.340623104768961,6.219094001819357,27.640402415723347,0.8343485306132885,0.3892652649956372,0.3029667751443918,Nature,1
-solar/10T/long,LS-Agent,18.76172073005373,18.76172073005373,1.795680681090962,0.7858367102177497,3.3093787689892906,1.4441903231150852,4.058325344052501,4.331480200815159,0.936180143319972,0.3881076489889697,0.2901079452291178,Energy,1
-solar/10T/medium,LS-Agent,20.75354539060772,20.75354539060772,1.8128776889489675,0.7926660219113224,3.764102085554557,1.4410976973090144,3.723100298745269,4.555605930126937,1.010907062884297,0.4022847647519873,0.2952445886863991,Energy,1
-solar/10T/short,LS-Agent,20.76556515287599,20.76556515287599,1.9137062982341089,0.8412567424218061,5.084492262151331,1.5028833883926465,3.784072717490558,4.556924966781436,1.3256089535826725,0.5566969440926415,0.4186354107507996,Energy,1
-solar/D/short,LS-Agent,126486.72311435523,126486.72311435523,248.4744221411192,0.9693505896896136,1.077163674013458,0.4222444817922932,5.336927155437771,355.64971968828434,0.5137927203862245,0.3589609164044176,0.2745995197496007,Energy,1
-solar/H/long,LS-Agent,254.9411242903488,254.9411242903488,6.264248783454988,0.474749905091956,2.367746141870541,1.345685737918359,3.3093573029281904,15.966875846274649,0.5536007573658959,0.217192950220014,0.1711779779037054,Energy,1
-solar/H/medium,LS-Agent,237.2138458029197,237.2138458029197,5.970442233120438,0.4536738977096268,1.5723881764635497,1.3500556606531189,3.014090671178783,15.40174814113384,0.5548069158997295,0.2150692643173679,0.1667239838737975,Energy,1
-solar/H/short,LS-Agent,200.0318042170392,200.0318042170392,5.481803407496871,0.4196344732107973,1.457248861891557,1.344714742123334,2.812586860655765,14.143260027908672,0.5213252772947209,0.2020611001883014,0.1574312691179848,Energy,1
-solar/W/short,LS-Agent,1377179.9416058394,1377179.9416058394,934.5828296076644,1.0146145061695768,0.2065331117950216,0.1833387671925925,7.123037284719279,1173.5331020494648,0.239547440327014,0.1907717168055285,0.1390003162778504,Energy,1
-sz_taxi/15T/long,LS-Agent,15.32388599537037,15.32388599537037,2.67193342681624,0.5038501266126394,6058400222384.793,0.3957056379429893,3.6659290329863214,3.914573539399965,0.3623259443791346,0.2473093920564756,0.1953075911534318,Transport,1
-sz_taxi/15T/medium,LS-Agent,16.13761476696047,16.13761476696047,2.729698142027244,0.5321054295510506,9778582794050.951,0.4018527937970993,3.7114216922754353,4.01716501614764,0.3738642717973621,0.2540439847488009,0.1999617193947907,Transport,1
-sz_taxi/15T/short,LS-Agent,16.484387370984052,16.484387370984052,2.6992087637839592,0.5383764686495038,1114329904081.2888,0.3867810369919218,3.7993530632634585,4.060096965712033,0.3796364411912855,0.2523875704864017,0.1983965683009494,Transport,1
-sz_taxi/H/short,LS-Agent,7.081466576991937,7.081466576991937,1.8290042225112264,0.5571254730383484,1.1058692952506564,0.2924757584585595,3.8487041463196814,2.6611025115526714,0.2478981173043581,0.1703830278367237,0.1340390307722211,Transport,1
-temperature_rain/D/short,LS-Agent,182.03222949133533,182.03222949133533,5.69190902160688,1.32072382785697,19.64549845550676,1.5019093614426453,19.49241552394088,13.491932014775918,1.5883571110011003,0.6700881800871391,0.5420213192333502,Nature,1
-us_births/D/short,LS-Agent,122768.76,122768.76,210.7478125,0.3101773446912547,0.0203568967183431,0.0200840857117664,2.4487379952445294,350.3837324990988,0.0328456317217945,0.0197558973020147,0.0155637409204826,Healthcare,1
-us_births/M/short,LS-Agent,46536234.66666666,46536234.66666666,5578.91796875,0.6301450497561956,0.0171471945941448,0.0173586744940618,2.8316915885392704,6821.747185777751,0.0211883002489409,0.0173280811743553,0.0130801234044164,Healthcare,1
-us_births/W/short,LS-Agent,1548881.2857142857,1548881.2857142857,940.1476702008928,0.8552553975813026,0.0127151097570146,0.0127474134994473,5.255326947224583,1244.5405922324453,0.0168945165068424,0.0127624124373372,0.0101146565147476,Healthcare,1

results/LS-Agent/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "LS-Agent",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "",
-    "code_link": "",
-    "org": "LongShine AI Research",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/LongSeer-v1.0/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,LongSeer-v1.0,46.0242304907889,46.02331518960391,3.589270943508967,0.5687626614343698,0.09884109298061186,0.07643756997305023,4.497018896993891,6.78411604343476,0.11633261285092873,0.06154807264719392,0.048856053338145494,Transport,1
-loop_seattle/5T/medium,LongSeer-v1.0,76.76476550602929,76.76478494045722,5.019541802913666,0.7969993449931385,0.16136170103256034,0.11388027800100095,6.010984602961737,8.761550405380847,0.1558859874059524,0.08930796423793884,0.07079612386501875,Transport,1
-loop_seattle/5T/long,LongSeer-v1.0,96.47652557221839,96.47503596459175,5.647234629052602,0.8916623353048918,0.17664159158721868,0.12617891124127512,8.996797183285276,9.822246462608154,0.1736593271001622,0.09984426367138824,0.08144384797622839,Transport,1
-loop_seattle/D/short,LongSeer-v1.0,18.12208853757326,18.12384730747723,2.8602431629956446,0.864970901763362,0.05304606637176444,0.0527865281145386,8.173707913641033,4.257004643828012,0.07607836426538289,0.051116369242735785,0.04201349592297479,Transport,1
-loop_seattle/H/short,LongSeer-v1.0,52.8556305403572,52.854997138571356,3.8521136690703486,0.78843415312391,0.1071639130549121,0.08879508830578732,7.173488451758402,7.270187792647257,0.12868971804811358,0.06818632972085041,0.055437729637307386,Transport,1
-loop_seattle/H/medium,LongSeer-v1.0,58.71657652813255,58.71541905387657,4.128539975997834,0.8543206210287033,0.11178719868562535,0.09415711073365285,7.394763948661772,7.662674241290214,0.13543690575803125,0.07297147993509565,0.05915929237524131,Transport,1
-loop_seattle/H/long,LongSeer-v1.0,56.68521123218334,56.68494527713816,4.046970633265896,0.8510943492871715,0.12022873356767966,0.0939135038044772,10.139530173698274,7.528958177077579,0.1345525650511663,0.0723247847292509,0.06031364274351593,Transport,1
-m_dense/D/short,LongSeer-v1.0,7532.877058272768,7532.080180712247,41.26080985740379,0.6283250243481306,0.11413978652035932,0.0915861894426376,7.175165060626899,86.79214859808903,0.15025004746380605,0.07142856513643785,0.059421949509734374,Transport,1
-m_dense/H/short,LongSeer-v1.0,44625.319467573754,44623.16956457004,87.6365440881749,0.7879919208198808,0.2925730907443508,0.20884869766570574,9.413387131352389,211.24705789092957,0.3746996413056291,0.1554453915853284,0.12966772302270893,Transport,1
-m_dense/H/medium,LongSeer-v1.0,37372.48219818137,37372.223928933236,80.43756175801158,0.6907086542694718,0.26285078774290366,0.19041971160772073,8.172997042123356,193.31963738374168,0.3363517457065754,0.13995119525277486,0.11615981456939724,Transport,1
-m_dense/H/long,LongSeer-v1.0,35518.25006984655,35518.87839758105,80.62103838248753,0.6891598376130174,0.2629022584965644,0.19026444536571543,9.334471140977001,188.46286124816888,0.32625707269745163,0.1395669353966939,0.11733937538692515,Transport,1
-sz_taxi/15T/short,LongSeer-v1.0,16.795344794515753,16.79543114838596,2.740441331707967,0.5467604402347875,991745256287.852,0.39519995149543047,3.9391596828269804,4.098212390117886,0.3832003858044493,0.2562429848968234,0.20170643314588096,Transport,1
-sz_taxi/15T/medium,LongSeer-v1.0,16.389281421003933,16.389360761759487,2.7532134643961426,0.5361790841993602,9775272913335.678,0.40567249616802936,3.780174055060321,4.048367747747718,0.3767681922723905,0.25623246813426176,0.20183847240878053,Transport,1
-sz_taxi/15T/long,LongSeer-v1.0,15.682106405261367,15.68212897428238,2.699100493022098,0.5085591288177516,6100660675101.114,0.39836143570406646,7.356102270297045,3.9600639395420583,0.3665364641140068,0.24982393367999434,0.21055028181655566,Transport,1
-sz_taxi/H/short,LongSeer-v1.0,7.117017849618273,7.117036295365579,1.8381334192224916,0.5597655569841422,1.0724209624494827,0.2951989014991285,4.054685375738937,2.6677739502473354,0.24851960599921666,0.17123347091563526,0.1353149693253083,Transport,1
-bitbrains_fast_storage/5T/short,LongSeer-v1.0,1687411.6621886154,1687412.4785833326,153.2286464912964,0.6733190171575073,2.0886408773694622,0.6214190151461394,14.054942930012436,1299.0041039922144,4.078551587485608,0.4811000500111534,0.3894354226155039,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,LongSeer-v1.0,3779159.714364199,3780013.2875551553,307.5101835428412,0.9636380446946546,5.144975642700141,0.6916805934785569,21.378652848440748,1944.0060993639395,5.906427722489297,0.9343009127489266,0.6661207395165849,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,LongSeer-v1.0,5730425.300971117,5730943.960914614,436.1294247746676,0.8879072696257402,6.5135449589618215,0.7006954889089089,20.16689085846449,2393.830675083582,6.326179009876596,1.152559719998877,0.8761475254071986,Web/CloudOps,2
-bitbrains_fast_storage/H/short,LongSeer-v1.0,2972559.498755461,2972707.28411875,315.8323694781101,1.0225891613791231,3.520140230734581,0.554810631308017,21.22801767755407,1724.1112199494153,4.914277259160498,0.9002248886696476,0.6686107367124238,Web/CloudOps,2
-bitbrains_rnd/5T/short,LongSeer-v1.0,1921346.747955039,1921356.4769140088,130.42642839417718,1.632282502197274,0.8407460220212226,0.6058548065863313,53.2011491404533,1386.1265266760604,5.67162957211258,0.5336672908492105,0.43750091113871936,Web/CloudOps,2
-bitbrains_rnd/5T/medium,LongSeer-v1.0,2261146.6964819273,2261014.3603241513,146.93415619603482,4.354417707735,0.4273876738779071,0.6553167402108951,161.28734912470875,1503.710975048705,6.326878685676465,0.618226904278888,0.5925082920391348,Web/CloudOps,2
-bitbrains_rnd/5T/long,LongSeer-v1.0,2515843.408901862,2515793.790357852,177.8868631120994,3.284983631166077,2.01272384399748,0.6381245369493597,119.40820993778838,1586.1410431931524,6.0761489834867355,0.6814444951870552,0.645007141806014,Web/CloudOps,2
-bitbrains_rnd/H/short,LongSeer-v1.0,1920377.2713749395,1920225.5264966632,153.27557900605962,5.839488109354878,1.4276834619984835,0.5432500488758396,207.49640353538877,1385.776775449401,6.064837451418844,0.6708089559679596,0.6195705481378445,Web/CloudOps,2
-bizitobs_application/10S/short,LongSeer-v1.0,294645.3603897539,294700.01270279195,297.1104173130459,1.0949135427021237,0.01463347217337955,0.014839935933547418,12.02613191699986,542.812454158666,0.020934106673512535,0.011458361211485904,0.009082270608996738,Web/CloudOps,2
-bizitobs_application/10S/medium,LongSeer-v1.0,2017959.6389235337,2018209.6985455612,796.3624589904149,1.8526373007223234,0.025688313190954794,0.026205765434006503,19.91774190099144,1420.5490624837755,0.05578078075803387,0.03127080992979109,0.025451630635652263,Web/CloudOps,2
-bizitobs_application/10S/long,LongSeer-v1.0,5765426.426879411,5765844.4118995145,1456.2653928438822,3.2338613622599306,0.046365004001185116,0.047363460514149434,83.00918786780666,2401.130239466283,0.09260199574435533,0.05616233534285751,0.05280172878775413,Web/CloudOps,2
-bizitobs_l2c/5T/short,LongSeer-v1.0,20.373347919607074,20.3718268460857,2.6357839961846667,0.27568265123316266,0.14558654370899374,0.20853834101907465,3.0265283488620573,4.513684517066636,0.1550181963321965,0.0905234912774441,0.07329864848066826,Web/CloudOps,7
-bizitobs_l2c/5T/medium,LongSeer-v1.0,73.8943518198645,73.89864605467528,5.324644300630506,0.5179756021851551,0.3841201751622641,0.6392097887452,2.8957063895534088,8.59618239801044,0.4522856064720462,0.28015459249863955,0.21595839758730156,Web/CloudOps,7
-bizitobs_l2c/5T/long,LongSeer-v1.0,67.63723875295415,67.63970367099189,4.932597449533642,0.48942273388896274,0.4012803019771939,0.7168111241472357,2.8031510601628336,8.224186206121196,0.46177576029324036,0.27695797254488,0.21433801172576367,Web/CloudOps,7
-bizitobs_l2c/H/short,LongSeer-v1.0,54.116549400230234,54.12009355836604,4.411082185764191,0.4309511446411313,0.3957468755913899,0.6004868110906503,2.5785752355101663,7.356395136221969,0.39652857931050906,0.23776865162265695,0.1837548805493375,Web/CloudOps,7
-bizitobs_l2c/H/medium,LongSeer-v1.0,67.61802284697572,67.62023351064259,4.6311540039455785,0.47665571905829845,0.4865380507573607,0.7658251641551905,3.4897544214599314,8.223017867363279,0.4979162219157413,0.2804234092578883,0.22538355768412913,Web/CloudOps,7
-bizitobs_l2c/H/long,LongSeer-v1.0,78.61762810578328,78.61928286137275,5.242010739232812,0.5602501865621412,0.6854595668360703,0.7954020169295813,7.660521771603889,8.866658226512584,0.5416010752269373,0.3201971453270174,0.27195844174335904,Web/CloudOps,7
-bizitobs_service/10S/short,LongSeer-v1.0,2721.8304579236465,2722.560884663934,19.679846909374156,0.796852433888931,0.05781059918879464,0.04762787932178004,7.9354254871069205,52.171165004470105,0.03865006690553408,0.014579459739356168,0.011397359598317072,Web/CloudOps,2
-bizitobs_service/10S/medium,LongSeer-v1.0,31284.3025058498,31293.50695432949,38.19413134131167,0.9754570600352084,0.06498881326014079,0.05878980570923786,12.251047407811283,176.8736908244123,0.13311929185941515,0.02874579986227749,0.024212881114902468,Web/CloudOps,2
-bizitobs_service/10S/long,LongSeer-v1.0,130717.16565940694,130717.62367605438,74.75126437710549,1.3325479154291813,0.08133747710412294,0.07894631544510854,27.026752542396128,361.5482895263189,0.2678465312893882,0.0553781263884149,0.05252153683715446,Web/CloudOps,2
-car_parts/M/short,LongSeer-v1.0,1.3360928045544718,1.3360617402631685,0.4629782559240631,0.837717297915629,0.7844164724537002,1.8713051865202925,15.917245444361356,1.155894806872352,2.7717171746824447,1.1101743651928713,0.9556762484689177,Sales,1
-covid_deaths/D/short,LongSeer-v1.0,167543.70304721053,167790.32367988015,73.81103625976881,31.813697271566046,0.08340436391978567,0.12132637437225427,596.258123304896,409.3210268813594,0.15400902834930708,0.027771761598549216,0.025537640777597688,Healthcare,1
-electricity/15T/short,LongSeer-v1.0,146092.66529746004,146088.59960042423,53.97579573374678,1.0281227612745885,0.16312359495507064,0.16509750170479157,11.62478038079838,382.22070234023175,0.7534323485640142,0.1063969332280927,0.08922847337054249,Energy,1
-electricity/15T/medium,LongSeer-v1.0,259864.43488162008,259845.99877208995,54.80682300000849,0.8523834184113196,0.13499725781493685,0.12823074303276452,7.3292980481471295,509.76900149147957,0.8783833403302456,0.0944376769061754,0.07620556163631009,Energy,1
-electricity/15T/long,LongSeer-v1.0,317346.2777652863,317329.09088241146,59.188755804855255,0.8938057477151716,0.13939286648536126,0.13007962108438745,10.82805968504122,563.334960538831,0.8887299852492259,0.0933775209389709,0.07785065206531233,Energy,1
-electricity/D/short,LongSeer-v1.0,1515913011.8933616,1515819981.8502014,4455.1814633462345,1.447586849128998,0.366291117070099,0.09669354568000493,12.070734473970706,38934.72758211314,0.6398269070835231,0.07321343061093417,0.05744157590956039,Energy,1
-electricity/H/short,LongSeer-v1.0,1809026.8404245544,1809020.1297028281,180.4163591489731,0.9935590802729833,0.1949090877493826,0.12485621828384617,10.738023207384423,1345.0006841725228,0.6349363775990226,0.08516940614653218,0.07015019051435102,Energy,1
-electricity/H/medium,LongSeer-v1.0,5094296.129368869,5094129.680012066,237.26984356956402,1.065497114165642,0.21812847860486623,0.12388168483888007,9.090494220845848,2257.0547466485764,0.881002808491169,0.09261423492958501,0.07419198194565325,Energy,1
-electricity/H/long,LongSeer-v1.0,7813660.541909567,7813155.011885832,272.3567366243106,1.1865440641606388,0.2928410567528819,0.13617812325829226,14.079921496250309,2795.2925682134896,1.102462577798176,0.10741741789534347,0.08923018786543918,Energy,1
-electricity/W/short,LongSeer-v1.0,50098112232.73079,50112811162.63338,30473.181979114084,1.5474103384595685,0.246106076546934,0.10013370424310732,12.011484696254136,223826.07585518446,0.5106972422545295,0.06952974509334192,0.0546889329664956,Energy,1
-ett1/15T/short,LongSeer-v1.0,4.264355671905866,4.264088266042388,1.0393059390020511,0.6700005681558207,0.45738942040129543,0.23138104163088113,4.5564341949651554,2.0650316394442645,0.39037689422295846,0.19647206215410956,0.15268108353975282,Energy,7
-ett1/15T/medium,LongSeer-v1.0,9.826846598449844,9.826967429471328,1.5898634893033239,0.99374781426123,0.7458533654059897,0.38798395540140845,6.6058533023544905,3.1347801515337315,0.597492125761373,0.30302951721493804,0.2333211077477075,Energy,7
-ett1/15T/long,LongSeer-v1.0,8.676029601524846,8.675947987655391,1.5544066984147307,0.9908475020704225,0.7642841893704028,0.3873122654164479,11.3944512326036,2.945510074931818,0.5614171326333801,0.29627145362601337,0.23880299682831396,Energy,7
-ett1/D/short,LongSeer-v1.0,44302.10618651053,44303.50827442242,140.62216850495528,1.7248584379593006,1.2516700210221028,0.4782691223593642,11.186983822811957,210.4806551360731,0.5528344224295554,0.36934879006324894,0.2827358715202506,Energy,7
-ett1/H/short,LongSeer-v1.0,100.36092634315284,100.35926064986297,4.942744165122331,0.8122495852668848,0.48889561318370894,0.26312915585152125,5.858050338976464,10.018030062999054,0.46758244849871233,0.23069809179018846,0.1790781575886868,Energy,7
-ett1/H/medium,LongSeer-v1.0,134.8168429282513,134.80399215017468,6.6371856402173375,1.2557348704290185,3422206414018.1025,0.4250784331472231,9.099727570964859,11.611065538022396,0.5561425153374954,0.3179054587733441,0.25176388383810944,Energy,7
-ett1/H/long,LongSeer-v1.0,154.55276714439705,154.54186349862198,7.001250236481921,1.3543671229136296,2586083230127.341,0.4559502376879168,16.072796847312603,12.43192531928973,0.5953379778599078,0.3352747101698712,0.27909442923019123,Energy,7
-ett1/W/short,LongSeer-v1.0,1497652.9829065837,1497708.0673844032,949.7188813345773,1.7541511726637922,0.7185417217567522,0.5750790397234518,7.861969442690004,1223.7863305767817,0.4869737899613918,0.3779158105348484,0.2864675413984665,Energy,7
-ett2/15T/short,LongSeer-v1.0,7.432546866884754,7.432418971560176,1.7051740257158166,0.7453295194429448,0.10787797708460739,0.12764033130844532,5.467665589135652,2.7262697714798425,0.1294257246365941,0.08095067708210464,0.06373573302190828,Energy,7
-ett2/15T/medium,LongSeer-v1.0,11.53506378414462,11.534974161913519,2.0979106955585025,0.8666235137576583,0.12840205393333884,0.1562999060101684,6.847914111063962,3.3963309297158633,0.18099661108803128,0.11180145107155103,0.08931590805441335,Energy,7
-ett2/15T/long,LongSeer-v1.0,11.186850137011591,11.186820536916807,2.1120868632268337,0.8744475392942791,0.12997406150008908,0.1583590484901792,10.535021911694026,3.3446748925735057,0.1782437675464314,0.11255692465739453,0.09389595487281455,Energy,7
-ett2/D/short,LongSeer-v1.0,108912.97057710792,108917.7849711631,201.47734995569502,1.3419951589554755,0.4157480111179851,0.1379441886261173,11.55813056372572,330.0196518044159,0.1888789325539842,0.11531079008588901,0.09357710422003707,Energy,7
-ett2/H/short,LongSeer-v1.0,104.2986068555644,104.29558987348933,6.178408167617661,0.7124075351871471,0.11779465277124355,0.10658488363415913,5.24187544325247,10.212668938899586,0.1295250579094858,0.07835940638895765,0.06271841637814912,Energy,7
-ett2/H/medium,LongSeer-v1.0,277.72906290110336,277.728000010331,10.053290588524016,1.0740978584460832,0.17848638538651185,0.17445594985662627,7.133979724556896,16.665205156286056,0.22457434240023685,0.13547454722000046,0.10871949062884831,Energy,7
-ett2/H/long,LongSeer-v1.0,272.37054944783523,272.3744493350912,9.986804386705318,1.0796246171036399,0.18219027615651567,0.18130303717657661,12.84882380394219,16.503652609281232,0.22600482033496497,0.13676159966360776,0.11460433918953555,Energy,7
-ett2/W/short,LongSeer-v1.0,3960077.0367907914,3960151.774846331,1408.37880052839,1.0080789436889268,0.153539140470145,0.17002220985029534,8.048487513955948,1989.994230341081,0.1669299761982547,0.11814136748026394,0.09199058152959873,Energy,7
-hierarchical_sales/D/short,LongSeer-v1.0,28.475422093122276,28.475703540542284,2.315160761364559,0.7477283688215581,0.6490829004134098,1.0594495509493382,7.063391924062131,5.3362366976289834,1.6370983235760137,0.7102656827278555,0.5776925465032,Sales,1
-hierarchical_sales/W/short,LongSeer-v1.0,438.4661574839851,438.46582374260197,8.806842288602207,0.7170310657158414,0.5412469747004662,0.45392489263905444,6.515194154166639,20.93958350789206,0.9613465211594395,0.4043264372167001,0.3402834663308039,Sales,1
-hospital/M/short,LongSeer-v1.0,3082.6420341230573,3082.891402726941,18.554865246853172,0.7823656642929027,0.19534118073437384,0.17792285820718184,5.054490820983131,55.52154567483741,0.20155610368927815,0.06735846954870052,0.052659996476029446,Healthcare,1
-jena_weather/10T/short,LongSeer-v1.0,832.6235681837969,832.5797398153427,5.568672614187346,0.2779789063839592,0.3484922423018878,0.5400938191573753,2.3442929055315473,28.855217347713687,0.17922707839532995,0.03458843893476902,0.028523332062706644,Nature,21
-jena_weather/10T/medium,LongSeer-v1.0,1535.5893465833005,1535.585174598874,9.677195595258334,0.6053491184632395,0.7534642882341088,0.653218749030893,5.785078799039996,39.18659651696356,0.24048744629592161,0.059388777359176186,0.048954900309381544,Nature,21
-jena_weather/10T/long,LongSeer-v1.0,1513.0164274286128,1512.996857814586,9.856002733897709,0.6409036277181911,0.7796226872532774,0.6418380756063655,9.76330116981491,38.89751184110126,0.2380205447691358,0.06031057075197246,0.05161299694685843,Nature,21
-jena_weather/D/short,LongSeer-v1.0,344.69248417838327,344.67632253359596,9.144597904449089,0.9842805307529764,0.5789712496597971,0.4439966307532038,6.780510175366108,18.565895727876512,0.11179703683135697,0.05506542553702984,0.04314200948182787,Nature,21
-jena_weather/H/short,LongSeer-v1.0,1095.5934506050394,1095.547245546405,8.127180896850346,0.5183177669695901,1.3231627936347228,0.6051687409750266,4.397413868769132,33.09975000819552,0.20289935292941078,0.04981909968210969,0.04155216734690047,Nature,21
-jena_weather/H/medium,LongSeer-v1.0,1329.3714935213043,1329.3334073462338,10.143434797787746,0.7764688016648068,2.2379479634143533,0.6703452150256449,5.79169895911606,36.460547082035184,0.2231085370557606,0.06206947178721806,0.05061500783995835,Nature,21
-jena_weather/H/long,LongSeer-v1.0,1454.936753038004,1454.9834353801903,11.302535065843154,0.961749346128708,2.18121395268605,0.6544290739210725,16.172621183507818,38.1436331913729,0.2296669549870601,0.0680537902402484,0.0579900316436015,Nature,21
-kdd_cup_2018/D/short,LongSeer-v1.0,2917.5581628657737,2917.7326257446616,21.3730163976993,1.2016498110544827,0.5408212956201985,0.4668077507170135,9.269784444117338,54.014425507134426,1.2099805046624161,0.4787782694019486,0.3811402453194768,Nature,1
-kdd_cup_2018/H/short,LongSeer-v1.0,4414.960208452247,4415.0009060647835,22.821608855703882,0.959035373950117,0.9113040127762346,0.4985543619364024,7.808720865914642,66.44516693072752,1.3908176736794997,0.4776976024667804,0.385155770629251,Nature,1
-kdd_cup_2018/H/medium,LongSeer-v1.0,5163.256785290904,5163.525249489807,25.31805515825232,1.0501003140227394,0.9494614798458324,0.5619841650119635,8.88413254406726,71.85580550860803,1.5040721332702434,0.5299527430329121,0.42362553284978977,Nature,1
-kdd_cup_2018/H/long,LongSeer-v1.0,4147.197274322217,4147.323696221264,23.965820655903926,1.0095553125865635,0.9615589542844494,0.6046745131889034,16.230684805779465,64.39873658948765,1.5110545564250055,0.5623349838586679,0.4786726776044376,Nature,1
-m4_daily/D/short,LongSeer-v1.0,340611.90244862717,340622.1979159026,182.61557874215765,3.4370123142584297,0.03896116249331992,0.0316815507193683,27.167070925391545,583.6196556393788,0.09015310772845471,0.028209060103021318,0.022404976875449054,Econ/Fin,1
-m4_hourly/H/short,LongSeer-v1.0,909184.4889284399,908763.0929014629,187.24580865613697,0.7267489549998469,0.08634141184482277,0.07740963186193313,7.054726465419983,953.5116616635792,0.13017538841037143,0.02556318590535152,0.020256735166463407,Econ/Fin,1
-m4_monthly/M/short,LongSeer-v1.0,1994998.9407690072,1995080.4803512085,593.0146213166206,1.0009809659819167,0.17189401065502397,0.1402343272902172,8.6248128619582,1412.4443142187968,0.29355441683621925,0.12324879613553777,0.0992055425242112,Econ/Fin,1
-m4_quarterly/Q/short,LongSeer-v1.0,1931956.86218122,1932035.2662267284,595.0380201481978,1.2941127601245013,0.11825892608211885,0.10842983873326871,10.623112781252184,1389.948510622325,0.2326529040746084,0.09959888612010574,0.08024354165131799,Econ/Fin,1
-m4_weekly/W/short,LongSeer-v1.0,521886.83175761,521892.26379675424,287.3361659486263,2.515034717558766,0.06415130893228099,0.06325144166444929,19.517713261074327,722.4173528907027,0.1316132461499972,0.052348196489840564,0.041663156161577015,Econ/Fin,1
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results/LongSeer-v1.0/config.json DELETED Viewed

@@ -1,9 +0,0 @@
-{
-    "model": "LongSeer-v1.0",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "",
-    "org": "LongShine AI Research",
-    "replication_code_available": "No",
-    "testdata_leakage": "No"
-}

results/Metamorph1.0-4.5M/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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
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-bitbrains_rnd/5T/medium,Metamorph1.0-4.5M,3750012.914192856,3750012.914192856,228.37606304528694,4.512050718184483,3.341990565310458,0.7570311299259124,162.91749347023818,1936.495007531095,8.147821781805602,0.9608945304205847,0.8784081405955452,Web/CloudOps,2
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-bitbrains_rnd/H/short,Metamorph1.0-4.5M,4815998.156748833,4815998.156748833,315.33491906281967,6.292146651632272,6.533035391373419,0.6508212988943424,214.00782472956502,2194.5382559319473,9.604373135094674,1.3800598905112527,1.121250862329672,Web/CloudOps,2
-bizitobs_application/10S/long,Metamorph1.0-4.5M,7052741.973333334,7052741.973333334,1604.851111111111,3.439779678977736,0.04982071770562066,0.05096668297072264,79.30619371713901,2655.699902724955,0.10241973011221761,0.061892692582334985,0.05754856602100042,Web/CloudOps,2
-bizitobs_application/10S/medium,Metamorph1.0-4.5M,5077281.706666667,5077281.706666667,1237.6715625,2.6758511829719622,0.03879650115966797,0.03964887823103956,56.34516079310571,2253.2824294053034,0.08847976919630166,0.04859971957431369,0.044615500934684776,Web/CloudOps,2
-bizitobs_application/10S/short,Metamorph1.0-4.5M,2616001.422222222,2616001.422222222,923.7280555555556,2.086547958766714,0.03231285942925347,0.03278312099670831,31.995734191829673,1617.405769194058,0.062376875562191715,0.03562449885621806,0.03147697036578624,Web/CloudOps,2
-bizitobs_l2c/5T/long,Metamorph1.0-4.5M,85.27499007936508,85.27499007936508,6.21875,0.6142514846685164,0.5011592656336487,0.8344774575206585,4.105271682533056,9.23444584581907,0.5185003287214015,0.34917351545204905,0.26555764184557124,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Metamorph1.0-4.5M,97.85875850340136,97.85875850340136,6.311385257227891,0.6121588855245884,0.45433458597383347,0.7272823804497832,3.953999592819761,9.89235859152919,0.5204835353475363,0.3320716774698411,0.2515310328060958,Web/CloudOps,7
-bizitobs_l2c/5T/short,Metamorph1.0-4.5M,21.208719308035715,21.208719308035715,2.689337448846726,0.277588088828839,0.14452211645061996,0.2090209683762452,3.0142516839797877,4.605292532297565,0.1581643863764887,0.0923627336098766,0.07498652033967192,Web/CloudOps,7
-bizitobs_l2c/H/long,Metamorph1.0-4.5M,87.06206597222223,87.06206597222223,5.725289093501984,0.6083955646041826,0.6880202747172387,0.8142337976731235,5.862664363306143,9.330705545253382,0.5699464247786642,0.3497171820330038,0.28483820497099394,Web/CloudOps,7
-bizitobs_l2c/H/medium,Metamorph1.0-4.5M,85.47227492559524,85.47227492559524,5.718102446056547,0.5789470500032423,0.6335086451194378,0.8071397120611993,4.529389396592455,9.245121682573748,0.5598061604132784,0.3462397884075829,0.2773755878122476,Web/CloudOps,7
-bizitobs_l2c/H/short,Metamorph1.0-4.5M,75.65818762400794,75.65818762400794,5.561013842385913,0.5512241961335225,0.562913304610218,0.6706654934248935,4.004872823762529,8.698171510381245,0.4688537208117844,0.2997528881071918,0.2399582474518981,Web/CloudOps,7
-bizitobs_service/10S/long,Metamorph1.0-4.5M,132254.31365079366,132254.31365079366,78.21181216931217,1.383451862994483,0.09246454793940145,0.08994871115313635,23.432331115505423,363.667861723845,0.26941677813433546,0.05794181082381377,0.05438522287056568,Web/CloudOps,2
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-car_parts/M/short,Metamorph1.0-4.5M,1.3151970951779202,1.3151970951779202,0.47414159964830954,0.8554563200856323,0.7852122685954203,1.8668121088705234,17.761833148254738,1.1468204284795072,2.7499577461501277,1.1369429183029072,0.9791305294883925,Sales,1
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-ett1/15T/long,Metamorph1.0-4.5M,9.437510540674603,9.437510540674603,1.6700474330357142,1.0723815970344301,0.8332642671822501,0.3999751071171087,8.689658679441406,3.072053147436516,0.5855363673713057,0.3183126919836968,0.25466352993440683,Energy,7
-ett1/15T/medium,Metamorph1.0-4.5M,9.478542906746032,9.478542906746032,1.6541319444444444,1.0420507665873697,0.7890053418060001,0.39440508854182865,8.397508042249417,3.078724233630877,0.5868078829959382,0.3152791841218787,0.25355248235908867,Energy,7
-ett1/15T/short,Metamorph1.0-4.5M,4.904652622767857,4.904652622767857,1.150328645252046,0.7616538502223215,0.5439050707382557,0.24894627208051634,5.354939122685712,2.214645033130108,0.41866009620806743,0.2174599965627197,0.1714157370820425,Energy,7
-ett1/D/short,Metamorph1.0-4.5M,50489.485714285714,50489.485714285714,152.17090773809525,1.8048057014521148,1.3470483204675099,0.49580428641347335,11.32854020463704,224.69865534596713,0.5901784715967272,0.3996819367346851,0.303066354139233,Energy,7
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-ett1/H/short,Metamorph1.0-4.5M,99.3893787202381,99.3893787202381,5.168502952938988,0.8662664743755718,0.5158580235072545,0.2724774483616364,6.306848329019813,9.969422185876075,0.46531372001032095,0.24123517803504768,0.1925574024482978,Energy,7
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-ett2/15T/long,Metamorph1.0-4.5M,12.326710069444445,12.326710069444445,2.2633116319444446,0.9325844776726352,0.13923219935911646,0.1682383844000389,7.248880156045982,3.510941479068605,0.1871044143195377,0.12061596578644868,0.09629734053844984,Energy,7
-ett2/15T/medium,Metamorph1.0-4.5M,12.731361607142857,12.731361607142857,2.2450217013888887,0.9246433032066477,0.13939529763674197,0.16639452497778814,7.06831132072873,3.5681033627324834,0.19015067436918365,0.11964126234438217,0.09500196760510915,Energy,7
-ett2/15T/short,Metamorph1.0-4.5M,8.097929454985119,8.097929454985119,1.8315435500372024,0.8007905076132066,0.11806251516675777,0.13863110873679277,5.447195997680352,2.845686113222103,0.13509485810965435,0.08694989755344694,0.06898123216924111,Energy,7
-ett2/D/short,Metamorph1.0-4.5M,120928.8,120928.8,209.64243551587302,1.3905779991787255,0.39764535086495534,0.14690225191707762,11.367945985962248,347.7481847544283,0.19902546116133182,0.11998389707482168,0.09773883572440391,Energy,7
-ett2/H/long,Metamorph1.0-4.5M,268.3625496031746,268.3625496031746,10.190703538359788,1.1508848450137616,0.1988271590757201,0.19298443116889338,8.247752051551707,16.381774922247423,0.22433579921503263,0.13955384161313866,0.1126190229004395,Energy,7
-ett2/H/medium,Metamorph1.0-4.5M,280.0170014880952,280.0170014880952,10.405980282738096,1.1262779314470477,0.18628331300937054,0.18224737873056715,7.975174031375376,16.73370853959442,0.22549746948534594,0.1402272673579576,0.1119097371813776,Energy,7
-ett2/H/short,Metamorph1.0-4.5M,118.61832217261905,118.61832217261905,6.84561767578125,0.7856779325308803,0.126806182110784,0.11655751041223647,5.400431973831464,10.89120388995721,0.13813076904681543,0.08682147939844072,0.06847996028638975,Energy,7
-ett2/W/short,Metamorph1.0-4.5M,3732710.8571428573,3732710.8571428573,1446.5594308035713,1.0320533220943922,0.16299477645329066,0.1799392023697036,9.259973522455251,1932.0224784258742,0.16206703588424287,0.12134413641591958,0.09611850315768533,Energy,7
-hierarchical_sales/D/short,Metamorph1.0-4.5M,29.597122430821102,29.597122430821102,2.3264588739616707,0.7526957533790037,0.62278108622104,1.0394757735788835,7.226300227366411,5.440323743199581,1.6690310764625786,0.7137318185536001,0.5861481214817739,Sales,1
-hierarchical_sales/W/short,Metamorph1.0-4.5M,478.11173235359837,478.11173235359837,9.097766940876589,0.7418006614508962,0.5456908856003642,0.4662550919216907,6.911346815519202,21.86576621922036,1.0038680224661822,0.4176829303044488,0.35866703592992677,Sales,1
-hospital/M/short,Metamorph1.0-4.5M,3129.422202218465,3129.422202218465,18.779908871142982,0.7715268341457432,0.20259304204125966,0.1765449402272413,5.283653067289233,55.941238833426496,0.20307968731365478,0.06817543016319084,0.05418269098163761,Healthcare,1
-jena_weather/10T/long,Metamorph1.0-4.5M,1562.7125661375662,1562.7125661375662,10.467426215277778,0.6695462175015606,0.7999577426981422,0.6555500246607444,7.113092146536391,39.531159433256775,0.24189791856356613,0.06405196939564689,0.051849105602377356,Nature,21
-jena_weather/10T/medium,Metamorph1.0-4.5M,1552.1670995670995,1552.1670995670995,10.344025072150073,0.6523485803018673,0.7967295274802283,0.6650424165833689,6.4743094547858835,39.397551948910476,0.24178212956071163,0.0634811120603904,0.05118272520473636,Nature,21
-jena_weather/10T/short,Metamorph1.0-4.5M,868.8051587301587,868.8051587301587,6.239363219246032,0.3150120131577672,0.37964375875776774,0.5555312818285332,2.936742461840614,29.47550099201299,0.183079817537944,0.038754268503936644,0.03146364242867961,Nature,21
-jena_weather/D/short,Metamorph1.0-4.5M,328.8561507936508,328.8561507936508,9.332559833829364,1.0058810884644465,0.5977102624986781,0.4358191673063688,7.591156372243363,18.134391381947474,0.10919867540771253,0.056197263561427874,0.046685558911805015,Nature,21
-jena_weather/H/long,Metamorph1.0-4.5M,1219.4878306878306,1219.4878306878306,12.78932705026455,1.1052720614690343,4.734011130136986,0.6852413831917741,9.243307404724456,34.921165941128464,0.2102641090218208,0.07700591846635373,0.06464166316873021,Nature,21
-jena_weather/H/medium,Metamorph1.0-4.5M,1463.4150793650795,1463.4150793650795,11.551164124503968,0.8463901239244123,4.1738522987985265,0.6834659515011491,6.595135597536281,38.254608602952395,0.2340867346146839,0.07068362191254342,0.05746874343026515,Nature,21
-jena_weather/H/short,Metamorph1.0-4.5M,1112.016917293233,1112.016917293233,8.952136199874687,0.5615864677230262,2.414367489509156,0.618211368159781,4.9889536904224085,33.34691765805699,0.20441447483243294,0.054876022986300226,0.04508530925505912,Nature,21
-kdd_cup_2018/D/short,Metamorph1.0-4.5M,2743.307415303544,2743.307415303544,20.835150061662596,1.2094306713805851,0.5952002647527237,0.4626876844351407,9.222562671985942,52.37659224599806,1.1732912896911796,0.46672948808778575,0.3713012112119036,Nature,1
-kdd_cup_2018/H/long,Metamorph1.0-4.5M,4152.89779618118,4152.89779618118,24.35518489169855,1.0327052585115768,0.979771320016976,0.6251976706584932,8.752716489566888,64.44298096907978,1.512092721326804,0.5714710469240386,0.45815360377203324,Nature,1
-kdd_cup_2018/H/medium,Metamorph1.0-4.5M,5554.637300180348,5554.637300180348,27.57065555436104,1.1323526094725653,0.9507479437487109,0.6325898129105555,10.563614837806389,74.52943915111899,1.5600361562076268,0.5771037593337917,0.4697245521403116,Nature,1
-kdd_cup_2018/H/short,Metamorph1.0-4.5M,4949.204048052387,4949.204048052387,24.39723214617175,1.0134297935900989,0.8497493618207138,0.5517729335137765,8.700856048971753,70.35057958576026,1.4725650363876734,0.5106782524696903,0.41119604210373895,Nature,1
-loop_seattle/5T/long,Metamorph1.0-4.5M,94.71247176803836,94.71247176803836,5.462826037053162,0.8609949919212456,0.1736170729392303,0.12402550080947759,8.21704564115382,9.732033280257438,0.1720643477541627,0.09658388662385929,0.07866704966528333,Transport,1
-loop_seattle/5T/medium,Metamorph1.0-4.5M,79.8814609385078,79.8814609385078,5.078945487606021,0.8040078863679214,0.16587736066772965,0.1164921475923927,7.240999878677937,8.937642918494104,0.15901903327371616,0.09036487683098135,0.0731033097990153,Transport,1
-loop_seattle/5T/short,Metamorph1.0-4.5M,40.42444955138845,40.42444955138845,3.502110477128634,0.5551084446577481,0.10033623874495028,0.07516502251937507,4.312563745736923,6.358022456030526,0.10902604780726605,0.06005346268376259,0.04774378235739498,Transport,1
-loop_seattle/D/short,Metamorph1.0-4.5M,18.89298301043279,18.89298301043279,2.9920205036553065,0.901998926546085,0.05516572997542973,0.05519416833558823,8.272112094231476,4.34660591846475,0.07767965386628224,0.053471403077382185,0.043835220618487845,Transport,1
-loop_seattle/H/long,Metamorph1.0-4.5M,65.28956391630118,65.28956391630118,4.598750616440381,0.9563468577792426,0.14255941854869947,0.10722601079603244,9.020846326173727,8.080195784527822,0.1444038918923597,0.08218581635459538,0.06725036681308696,Transport,1
-loop_seattle/H/medium,Metamorph1.0-4.5M,71.23662527613841,71.23662527613841,4.847571978652686,0.9900566305755099,0.13398177606525558,0.11206849532583632,9.308584615929814,8.440179220617203,0.14917922523613478,0.08568029340956608,0.07049476431235956,Transport,1
-loop_seattle/H/short,Metamorph1.0-4.5M,64.42109856790194,64.42109856790194,4.554135487551123,0.9194327880510078,0.1288293988511341,0.10525842858583537,8.90974619243781,8.02627551034114,0.14207323936079388,0.08061282974534176,0.06640796069987803,Transport,1
-m4_daily/D/short,Metamorph1.0-4.5M,484080.57607091503,484080.57607091503,178.8711054613488,3.30711108607102,0.0394875830982193,0.03082444772062743,27.802695311671528,695.7589928063561,0.10747553585975578,0.0276306423748027,0.021935147402370903,Econ/Fin,1
-m4_hourly/H/short,Metamorph1.0-4.5M,1260899.3857925097,1260899.3857925097,275.46973506417635,1.398542479359188,0.14955436069992237,0.1233502779118618,15.986139238666881,1122.897762840638,0.15330034917911983,0.037607703898873204,0.02968745636749137,Econ/Fin,1
-m4_monthly/M/short,Metamorph1.0-4.5M,1834024.9720086805,1834024.9720086805,559.5165221941912,0.9376484879167691,0.16202727440551476,0.13158893337445338,7.582800669312986,1354.2617811961911,0.2814620894168106,0.11628674129820249,0.09275838411047524,Econ/Fin,1
-m4_quarterly/Q/short,Metamorph1.0-4.5M,1735119.1991875,1735119.1991875,550.2674601847331,1.1399111817138896,0.11732331669330597,0.09996493436703614,8.65998324460074,1317.2392338476334,0.2204826516646498,0.09210508283443355,0.0734626109267109,Econ/Fin,1
-m4_weekly/W/short,Metamorph1.0-4.5M,342924.3444932505,342924.3444932505,295.5767167579548,2.3116287980365584,0.07156986926642582,0.07167651516882695,18.336788626738343,585.5974252788775,0.1066867699574676,0.053849494250289905,0.04226059636489216,Econ/Fin,1
-m4_yearly/A/short,Metamorph1.0-4.5M,3170181.852761092,3170181.852761092,843.0453500651098,3.1473622089786044,0.17052918278725784,0.13803100490456466,25.95610188534,1780.500450087304,0.2855114985037202,0.13518622878858616,0.10889609319061495,Econ/Fin,1
-m_dense/D/short,Metamorph1.0-4.5M,10440.22375,10440.22375,55.58750289351852,0.7942032442840452,0.14261375240611535,0.1141808718368638,7.469964544449295,102.17741311072618,0.17688421434185192,0.09623018901340008,0.07816590384104959,Transport,1
-m_dense/H/long,Metamorph1.0-4.5M,45214.903950617285,45214.903950617285,100.38206983024692,0.8556687503722749,0.3323578340999334,0.24432665950523866,7.406797808665236,212.6379645092035,0.3681077845917166,0.1737762182930595,0.14030855800112968,Transport,1
-m_dense/H/medium,Metamorph1.0-4.5M,45250.84972222222,45250.84972222222,99.8437326388889,0.8443609110083025,0.3328353353397629,0.2456234820366657,7.723147496557912,212.72247112663538,0.3701102251316232,0.17371548087631153,0.14064627970121338,Transport,1
-m_dense/H/short,Metamorph1.0-4.5M,53625.24732638889,53625.24732638889,108.06735812717014,0.922378693149953,0.3516008762641312,0.2603972220943419,9.44363758173864,231.5712575566944,0.4107497481551692,0.1916845838420261,0.15636151545085292,Transport,1
-restaurant/D/short,Metamorph1.0-4.5M,152.3411396311992,152.3411396311992,7.482858760623891,0.7118905257070146,0.7015716767927908,0.40814819987680345,4.809739562305044,12.342655290949319,0.5680375941344622,0.34437849777346036,0.26950616967394814,Sales,1
-saugeen/D/short,Metamorph1.0-4.5M,1149.0154166666666,1149.0154166666666,13.428728841145833,2.9820070342766627,0.33348241170247395,0.366597109257923,30.827674061754053,33.89712991783621,1.097936114552557,0.4349597267664093,0.36136128171335113,Nature,1
-saugeen/M/short,Metamorph1.0-4.5M,466.0907738095238,466.0907738095238,13.080537341889881,0.766064203332347,0.38953990028018043,0.3857909911526432,5.0496626327597145,21.589135550306867,0.648170616020258,0.39271697224802693,0.31791782574968686,Nature,1
-saugeen/W/short,Metamorph1.0-4.5M,1100.4216796875,1100.4216796875,15.061819458007813,1.222138617158181,0.3745567321777344,0.38821281998895085,11.16759623050136,33.1726043549116,1.001342646313717,0.4546535446243279,0.3770336909972283,Nature,1
-solar/10T/long,Metamorph1.0-4.5M,22.04010804757198,22.04010804757198,1.9472051615842647,0.8478586674869864,3.851599073897851,1.4520086197259556,4.475380310074475,4.6946893451614,1.0146820016852212,0.4208572465150386,0.3218228190280766,Energy,1
-solar/10T/medium,Metamorph1.0-4.5M,23.440254720052085,23.440254720052085,2.0087554945140993,0.8737115750708484,4.1333764004622084,1.4545914954901609,4.416891145035433,4.841513680663526,1.0743511339425338,0.4457508303578211,0.33576811275231744,Energy,1
-solar/10T/short,Metamorph1.0-4.5M,30.10923369099044,30.10923369099044,2.474339255451286,1.085366313414672,7.029631932408462,1.5344135672721193,4.424326731815096,5.487188140659152,1.5962224169291404,0.7197850129054721,0.5264833172325067,Energy,1
-solar/D/short,Metamorph1.0-4.5M,122249.75620437956,122249.75620437956,261.0797901459854,1.0162954979106538,1.031591782024597,0.44296617011359257,6.895518094217648,349.6423261053781,0.5051140909353187,0.37717138634247493,0.28285882339320945,Energy,1
-solar/H/long,Metamorph1.0-4.5M,781.2900648824007,781.2900648824007,13.410205513736821,1.0213490403332115,7.562117832257387,1.4190338854628188,5.47545023916438,27.9515664119634,0.9691318702055671,0.46495632329951697,0.3548012190819699,Energy,1
-solar/H/medium,Metamorph1.0-4.5M,794.6766233272506,794.6766233272506,13.245451202763839,1.0111605850702465,6.045766611277169,1.4236610384388142,5.392684679141699,28.190009282141972,1.0154699344921942,0.4771320693998773,0.36155669897682874,Energy,1
-solar/H/short,Metamorph1.0-4.5M,713.523153372711,713.523153372711,12.422169843027175,0.9544339036403346,6.526034185605943,1.422195218498341,5.187287407156012,26.711854173245086,0.9846078458899848,0.45788531979458025,0.3526964586636674,Energy,1
-solar/W/short,Metamorph1.0-4.5M,2658049.2554744524,2658049.2554744524,1333.5616660013686,1.468490289101836,0.30841740204470003,0.25415190764640705,7.080369569972756,1630.352494239958,0.33279567971832785,0.2722132561217227,0.20477650049381038,Energy,1
-sz_taxi/15T/long,Metamorph1.0-4.5M,16.097983579282406,16.097983579282406,2.732133323039085,0.515739689560395,6166088344259.55,0.4008966113222945,3.7066540230428635,4.0122292530814345,0.37136477348560426,0.25288138056010717,0.19983802312695279,Transport,1
-sz_taxi/15T/medium,Metamorph1.0-4.5M,16.73427984775641,16.73427984775641,2.792359337439904,0.5444051968114342,9457836093281.068,0.4089005446635723,3.9568800050146353,4.090755412849369,0.38071306463052507,0.2598756399776849,0.20583489371519656,Transport,1
-sz_taxi/15T/short,Metamorph1.0-4.5M,16.868299295614055,16.868299295614055,2.7479397694560928,0.54888775560354,1069808621828.0054,0.39685679557187464,4.064997418065322,4.107103516544726,0.3840317568623852,0.2569441294004816,0.2029820725949471,Transport,1
-sz_taxi/H/short,Metamorph1.0-4.5M,7.42308116162944,7.42308116162944,1.8768882914486094,0.5723400483554445,0.7346096242594923,0.29995027544520547,4.4935282974895845,2.7245332006840073,0.25380707889058773,0.1748437253533645,0.13948016986016296,Transport,1
-temperature_rain/D/short,Metamorph1.0-4.5M,183.66189219673404,183.66189219673404,6.043909075629744,1.410659334830369,35.79214117365882,1.4708339182388361,19.794066597274927,13.552191416768508,1.595451238548875,0.7115278941868399,0.5784131801531015,Nature,1
-us_births/D/short,Metamorph1.0-4.5M,268376.69333333336,268376.69333333336,375.27,0.5524530654905754,0.035370254516601564,0.03527766646483384,5.14340990192892,518.0508597940296,0.04856306436543115,0.03517851735959106,0.02922542850717818,Healthcare,1
-us_births/M/short,Metamorph1.0-4.5M,114806592.0,114806592.0,9158.625,1.0364861905651395,0.028123562534650166,0.028606153176663044,6.136055879111751,10714.783805565094,0.03328004544761209,0.028446626807283607,0.020683921580401804,Healthcare,1
-us_births/W/short,Metamorph1.0-4.5M,3601937.4285714286,3601937.4285714286,1476.767857142857,1.342099303800276,0.019823674644742693,0.019899036109872363,8.160911044642987,1897.8770846847349,0.02576349532934776,0.020046978857090218,0.015471030243480951,Healthcare,1

results/Metamorph1.0-4.5M/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-  "model": "Metamorph1.0-4.5M",
-  "model_type": "pretrained",
-  "model_dtype": "bfloat16",
-  "model_link": "",
-  "code_link": "",
-  "org": "SRI International",
-  "testdata_leakage": "No",
-  "replication_code_available": "No"
-}

results/Metamorph1.0/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,Metamorph1.0,3207176.5661606207,3207176.5661606207,296.9445743132994,0.9336047467788449,3.936642116018931,0.8261410942396373,17.360118661265403,1790.8591698290015,4.7327060881550125,0.7847358510224672,0.5824543618910742,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Metamorph1.0,3305066.302004097,3305066.302004097,297.9891811068718,1.0455333030252318,4.583100507717254,0.8169233764647246,21.933886195676635,1817.9841313950178,5.523537905919625,0.9053734347696107,0.6449085630597231,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,Metamorph1.0,1913008.4446957838,1913008.4446957838,178.58532532626714,0.7515252070336655,2.530857601823778,0.762412358342208,14.284347006435008,1383.1154849454126,4.342640545630688,0.560713753159305,0.4345517867399288,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Metamorph1.0,4211571.669687813,4211571.669687813,398.08320983054415,1.1708948297375406,5.086151524607238,0.6033451683500736,22.24822491582939,2052.2114095988777,5.849469193493817,1.1346664683079815,0.7968552062923265,Web/CloudOps,2
-bitbrains_rnd/5T/long,Metamorph1.0,2484565.9500015047,2484565.9500015047,183.56084085182636,3.4015012060451526,1.905437818752039,0.7191834526517943,116.51888153098629,1576.2505987315294,6.03826086098904,0.7031802188165921,0.5953276520072316,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Metamorph1.0,2129923.502619162,2129923.502619162,158.89620853869948,4.4667239175325255,1.067944285318085,0.7337482305302888,161.6543584571079,1459.425744126491,6.140548107477829,0.6685573531606464,0.5890369717352876,Web/CloudOps,2
-bitbrains_rnd/5T/short,Metamorph1.0,1714501.2578766602,1714501.2578766602,132.19192514091478,1.7344513636254602,1.3312589187570523,0.6909293606538864,54.25950785543633,1309.3896508971882,5.3576444354650885,0.5408911943510156,0.44563605027880776,Web/CloudOps,2
-bitbrains_rnd/H/short,Metamorph1.0,2044324.1146867573,2044324.1146867573,186.9760446884632,5.80552895985124,2.6996983262546914,0.5933411047322895,197.4659733221198,1429.7986273202102,6.257498395428627,0.8182986591716892,0.6973773170512173,Web/CloudOps,2
-bizitobs_application/10S/long,Metamorph1.0,6696742.684444444,6696742.684444444,1552.7219444444445,4.94722542050855,0.0666963619656033,0.06873028292774873,70.16651466828237,2587.806539222831,0.09980135445947037,0.05988227899023577,0.054946700310885305,Web/CloudOps,2
-bizitobs_application/10S/medium,Metamorph1.0,5106973.44,5106973.44,1270.5426041666667,4.504450762601503,0.057816937764485675,0.060382784708927904,54.77618827781459,2259.8613762795276,0.08873810507705483,0.049890468635307474,0.04489062472880037,Web/CloudOps,2
-bizitobs_application/10S/short,Metamorph1.0,1641338.88,1641338.88,719.9543055555556,2.304333302752101,0.034039234585232205,0.03360586252430185,19.394331542591964,1281.1474856549498,0.04940873762885994,0.02776575982567481,0.02282551026973457,Web/CloudOps,2
-bizitobs_l2c/5T/long,Metamorph1.0,404.6711111111111,404.6711111111111,14.166059027777777,1.3093962721031225,1.0173998444812056,1.1722136158094127,11.017735447847736,20.116438827762508,1.129507966048793,0.7954030361134317,0.6507752944356484,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Metamorph1.0,203.32599914965985,203.32599914965985,9.978610623937074,0.9750062181181299,0.6554971280568048,0.9063775711091977,8.913624383310045,14.259242586815747,0.7502458513098382,0.5250216606432578,0.42320102041367735,Web/CloudOps,7
-bizitobs_l2c/5T/short,Metamorph1.0,21.873958042689733,21.873958042689733,2.854237801688058,0.29536543269042725,0.16598456668174882,0.2149556364357787,3.0449931537687673,4.67696034221905,0.1606257426452086,0.09802607527876689,0.0806527056475843,Web/CloudOps,7
-bizitobs_l2c/H/long,Metamorph1.0,93.90062624007936,93.90062624007936,6.123638625372024,0.6606716027090894,0.7363163813661922,0.7814977915722038,5.22820054487,9.690233549305164,0.5919074329278672,0.3740495211471751,0.2986402719744503,Web/CloudOps,7
-bizitobs_l2c/H/medium,Metamorph1.0,108.14847470238095,108.14847470238095,6.593892996651785,0.6871374409095853,0.6378809641314065,0.8408134145982302,4.368068169816092,10.399445884391195,0.6297022441511024,0.39927023649558085,0.31399305036866976,Web/CloudOps,7
-bizitobs_l2c/H/short,Metamorph1.0,96.98446800595238,96.98446800595238,6.144403366815476,0.6158389692300309,0.4931386677767161,0.6694938651138972,5.13283946051346,9.848069252698844,0.5308361540617177,0.3311990775603393,0.2688738605472327,Web/CloudOps,7
-bizitobs_service/10S/long,Metamorph1.0,129280.39597883598,129280.39597883598,80.91174520502645,2.1148124468612557,0.3116410900297619,0.13092657876385885,25.52473501363967,359.5558315183276,0.266370465140832,0.05994200988093497,0.05527273149436526,Web/CloudOps,2
-bizitobs_service/10S/medium,Metamorph1.0,40908.90761904762,40908.90761904762,53.025607638888886,1.929578117808762,0.2198749505905878,0.11226516708322223,16.737636203521546,202.25950563335118,0.152225265660743,0.039908320671387984,0.03343514214606724,Web/CloudOps,2
-bizitobs_service/10S/short,Metamorph1.0,5415.8623024140215,5415.8623024140215,27.323085808325065,1.224862375818582,0.25008881912029607,0.08646809394790733,10.74021151812229,73.59254243749173,0.05451970886674517,0.0202418157366456,0.016761321878780287,Web/CloudOps,2
-car_parts/M/short,Metamorph1.0,1.3045262505438118,1.3045262505438118,0.4890650613573707,0.8997664423237078,0.7832172208655355,1.860618351136091,17.270296982357454,1.1421585925535087,2.738779141812762,1.1727278486259731,0.9997989640916588,Sales,1
-covid_deaths/D/short,Metamorph1.0,2234375.141306391,2234375.141306391,246.7631914258302,44.12922032221302,0.12242106656809484,0.4050854846943565,1044.6053415941376,1494.7826401542102,0.5624192162889964,0.09284584728410362,0.07858990020236144,Healthcare,1
-electricity/15T/long,Metamorph1.0,350938.47497484804,350938.47497484804,64.63987985504426,0.9987727202534407,0.1631622770663405,0.15644513154052536,8.080171986431276,592.4006034558439,0.9345845820759856,0.10197733551814549,0.0814434269300101,Energy,1
-electricity/15T/medium,Metamorph1.0,266271.2223992987,266271.2223992987,60.14159659665769,0.9644867847286244,0.16698593477336332,0.15728854140338297,8.008343027308939,516.014750176096,0.8891453673552598,0.10363002604289552,0.08315461734066942,Energy,1
-electricity/15T/short,Metamorph1.0,166019.25569941913,166019.25569941913,64.9119417559134,1.2266813050745704,0.19441099629117922,0.19721037201365907,11.72557196558002,407.4546056917496,0.8031733591356467,0.12795423485176252,0.1048550524122993,Energy,1
-electricity/D/short,Metamorph1.0,1528754108.6995316,1528754108.6995316,4601.944007460585,1.4907987738765218,0.4490888597410795,0.1018998612004723,12.257646334512357,39099.285270955166,0.6425311239803931,0.07562522524689234,0.059321561275778256,Energy,1
-electricity/H/long,Metamorph1.0,7612304.3014099095,7612304.3014099095,276.1742374953078,1.226830110007651,0.3261464172186706,0.14993000617095995,11.14838628688085,2759.0404675194436,1.088164772731973,0.10892304042524512,0.08807713752326293,Energy,1
-electricity/H/medium,Metamorph1.0,5963917.447269826,5963917.447269826,254.04310069316142,1.1319893170817223,0.25659479855199346,0.13852089481053675,9.930043843252433,2442.113315812726,0.9532373002566745,0.09916139348881634,0.0797328414961655,Energy,1
-electricity/H/short,Metamorph1.0,1593283.1230756182,1593283.1230756182,180.64440082635966,0.9858289306743304,0.21315283720880807,0.1317589263358906,11.161235694236607,1262.2531929354025,0.5958736496602851,0.08527705773575892,0.07032365048753851,Energy,1
-electricity/W/short,Metamorph1.0,53881389940.98739,53881389940.98739,33901.91564259572,1.7420830369339229,0.25701181533970413,0.1092165944676154,14.040511233256447,232123.6522653118,0.5296295784484208,0.077352984562983,0.062008746788103405,Energy,1
-ett1/15T/long,Metamorph1.0,9.5161185515873,9.5161185515873,1.6947609747023809,1.1082733228071502,0.7932847509393824,0.42028539595250247,8.026883928448528,3.0848206676543293,0.5879698693486125,0.3230231174606956,0.2590636145886275,Energy,7
-ett1/15T/medium,Metamorph1.0,11.201622023809524,11.201622023809524,1.773056175595238,1.1342604501516458,0.7561822489015686,0.4273765496820863,8.363714367822505,3.346882433520712,0.6379191010343844,0.337946260164677,0.27161113467691034,Energy,7
-ett1/15T/short,Metamorph1.0,5.4972219557989215,5.4972219557989215,1.1979466392880393,0.8003210932137323,0.5565548613356862,0.2548334364288776,5.77354941584823,2.344615524088954,0.443229916864984,0.22646177332065634,0.18119013481343046,Energy,7
-ett1/D/short,Metamorph1.0,46650.55873015873,46650.55873015873,146.1394097222222,1.8338089989783815,1.3581682477678572,0.5111300502280435,11.36392491192755,215.9874041006992,0.5672980812458751,0.38384000712916144,0.3011757629842966,Energy,7
-ett1/H/long,Metamorph1.0,155.74811507936508,155.74811507936508,7.217913979828042,1.358866912933866,3444200720383.052,0.4801296776465783,9.570252553817246,12.479908456369586,0.5976357863704023,0.3456502675776282,0.2759980018230064,Energy,7
-ett1/H/medium,Metamorph1.0,146.12415364583333,146.12415364583333,7.189823986235119,1.3489398141801092,4314595542626.8643,0.4673025527875466,10.712098480154786,12.088182396284122,0.5789952818467088,0.3443755255230172,0.27397944370850125,Energy,7
-ett1/H/short,Metamorph1.0,103.89451497395834,103.89451497395834,5.141800290062314,0.8628364439028875,0.5073918251764207,0.27969307480025357,6.069220430529997,10.192865886195028,0.4757427516502471,0.23998885551347468,0.19043765383597278,Energy,7
-ett1/W/short,Metamorph1.0,1402366.857142857,1402366.857142857,913.8786272321429,1.6165348541211455,0.7456699098859515,0.561584891558925,7.814105955385084,1184.215713940183,0.471227697140146,0.36365411800130304,0.2805433275686393,Energy,7
-ett2/15T/long,Metamorph1.0,13.680574156746031,13.680574156746031,2.3746338665674602,0.9897034495592261,0.15357766414453133,0.17857378990605607,7.7075509559106195,3.6987260180697397,0.19711179165622647,0.12654852878530765,0.10076297291801281,Energy,7
-ett2/15T/medium,Metamorph1.0,14.392810019841269,14.392810019841269,2.3883727058531745,0.9857947194804053,0.1514942888245934,0.17586053439246124,7.373963658071404,3.793785710848897,0.2021776944201648,0.12728069635155992,0.1006647693038134,Energy,7
-ett2/15T/short,Metamorph1.0,8.57051478794643,8.57051478794643,1.8784010387602306,0.8297430476169638,0.1225110181709538,0.14082638721398122,5.913245169365695,2.9275441564469067,0.1389809433862989,0.08917438456045204,0.07064713824395408,Energy,7
-ett2/D/short,Metamorph1.0,121945.30793650793,121945.30793650793,216.74647817460317,1.432338722001099,0.4000918191576761,0.1505032978552131,11.502096849046849,349.2066836939235,0.19986019858560145,0.12404972812225619,0.09962725503532337,Energy,7
-ett2/H/long,Metamorph1.0,313.105291005291,313.105291005291,11.048600777116402,1.1810567449553673,0.19958159162392233,0.19661058022110206,7.8965247423967355,17.69478146249032,0.24231641321919237,0.15130208401143133,0.11870234636331932,Energy,7
-ett2/H/medium,Metamorph1.0,254.12872023809524,254.12872023809524,9.965583147321428,1.0724222277755762,0.17776015894942912,0.17638124167609145,6.960684403808708,15.941415252043818,0.21482080859991518,0.1342926331213163,0.10630576112117678,Energy,7
-ett2/H/short,Metamorph1.0,112.98051990327382,112.98051990327382,6.658181326729911,0.7594553857754088,0.12230894458615525,0.11241071519912023,5.167910871520383,10.629229506566965,0.13480820494702592,0.08444426496894476,0.06654751392023345,Energy,7
-ett2/W/short,Metamorph1.0,4073917.4285714286,4073917.4285714286,1347.412109375,0.8779973092262977,0.16718949590410506,0.16961523320703756,8.055947639852949,2018.39476529529,0.16931234522809416,0.1130271977264263,0.09085180136433633,Energy,7
-hierarchical_sales/D/short,Metamorph1.0,29.702912070821167,29.702912070821167,2.313371093295832,0.7495616419615077,0.5914312840773168,1.0540797127354982,7.602930211417095,5.450037804531375,1.6720112429024332,0.7097166323837484,0.5811227697653235,Sales,1
-hierarchical_sales/W/short,Metamorph1.0,495.28189772266455,495.28189772266455,9.663165593551376,0.7784543357830727,0.6223310896453567,0.49238904543800643,7.694090266605373,22.254929739782703,1.0217347100492358,0.44364065900579963,0.3803624215026196,Sales,1
-hospital/M/short,Metamorph1.0,2845.544130036024,2845.544130036024,18.182750027162104,0.7680864446294482,0.1941569811983867,0.17398315411982263,5.044200696581095,53.343641889507545,0.19364980720841196,0.06600760489079524,0.052084457290451226,Healthcare,1
-jena_weather/10T/long,Metamorph1.0,1633.8613756613756,1633.8613756613756,10.762053571428572,0.6932428322334332,0.857543398615631,0.660367242008084,7.333745981122625,40.42105114493407,0.24734331798740922,0.06585484452570962,0.054255559512921034,Nature,21
-jena_weather/10T/medium,Metamorph1.0,1657.5587301587302,1657.5587301587302,10.404784451659452,0.6483162243474382,0.8968000216905262,0.666260725227433,6.558599433683816,40.71312724611965,0.24985579356321563,0.0638539913750142,0.05226462607333219,Nature,21
-jena_weather/10T/short,Metamorph1.0,1115.883820064484,1115.883820064484,7.037740943545387,0.344088182685979,0.43395607140579306,0.5631273028588281,3.0725885243607,33.40484725402115,0.20748598443861138,0.04371319517767467,0.03500170747754384,Nature,21
-jena_weather/D/short,Metamorph1.0,372.96512896825396,372.96512896825396,9.974978298611111,1.1481386083971872,0.7138718348469226,0.45353246166884975,8.353263331340953,19.31230511793592,0.1162916413090956,0.06006567270370863,0.048346651037593134,Nature,21
-jena_weather/H/long,Metamorph1.0,1267.7502645502645,1267.7502645502645,11.835113880621693,1.0676188624956753,3.009757126309428,0.6720953377519983,8.702274240381232,35.605480821781704,0.214384442773377,0.07126049798783693,0.05785879604748488,Nature,21
-jena_weather/H/medium,Metamorph1.0,1319.7700396825396,1319.7700396825396,10.772117590525793,0.8643599044901474,3.0296196246905756,0.6940189510496296,6.90724444797786,36.32863938661259,0.22230138740330005,0.06591649800481733,0.05444025207097583,Nature,21
-jena_weather/H/short,Metamorph1.0,1080.5534800543023,1080.5534800543023,8.512863375887635,0.556231146801557,1.6231988109382947,0.6151875479340624,5.208719603066058,32.87177330255096,0.20150186424206534,0.05218330707294829,0.043654473064833166,Nature,21
-kdd_cup_2018/D/short,Metamorph1.0,2842.8394697224717,2842.8394697224717,20.962343999351685,1.197517333460893,0.5259730046524219,0.4625139808380056,9.349460055923641,53.31828457220348,1.1943861952592925,0.4695787663460346,0.3752823456873521,Nature,1
-kdd_cup_2018/H/long,Metamorph1.0,4282.746997322491,4282.746997322491,25.189170536886063,1.0752971767699957,1.110009628278462,0.6324036714920572,7.917097679883314,65.44270010721203,1.535550183308876,0.5910397243993197,0.46757640042870324,Nature,1
-kdd_cup_2018/H/medium,Metamorph1.0,5091.127733190577,5091.127733190577,26.109251055456948,1.1001626815617338,1.0180232476708253,0.5837121818044962,9.192102464888405,71.35213895315667,1.4935294898182427,0.5465139094707947,0.43582439564663283,Nature,1
-kdd_cup_2018/H/short,Metamorph1.0,4551.735234810699,4551.735234810699,23.071652774826106,0.9572936898955058,0.8983595474950263,0.5030960383278812,7.791675599495357,67.46654900623493,1.4121970574090836,0.4829314769777613,0.388235175874998,Nature,1
-loop_seattle/5T/long,Metamorph1.0,107.721651957201,107.721651957201,6.125541669130189,0.9656380665045514,0.21302939359973075,0.13629635872301413,8.093038576857833,10.378904179016251,0.1835011590680964,0.10830083569688108,0.08628506389187256,Transport,1
-loop_seattle/5T/medium,Metamorph1.0,109.93466201514528,109.93466201514528,6.087993275235927,0.9622314378095497,0.20790525607649388,0.1399432900465954,7.252040695269596,10.484973152809943,0.18654921781530745,0.10831791049991833,0.08529151790546012,Transport,1
-loop_seattle/5T/short,Metamorph1.0,51.25298290193634,51.25298290193634,3.8479375652238432,0.6094540459070578,0.11071137776684835,0.08244613371715863,5.143900141089492,7.159118863515003,0.12276308284417675,0.06598363389469718,0.052715074363125995,Transport,1
-loop_seattle/D/short,Metamorph1.0,17.922683366238147,17.922683366238147,2.9258399042182663,0.882005233481737,0.05453562633171908,0.05394576570076764,7.7543462672139505,4.233519028685019,0.07565864035940197,0.05228866755116381,0.042481627190693955,Transport,1
-loop_seattle/H/long,Metamorph1.0,59.35611660028595,59.35611660028595,4.384044469538775,0.9177340931143789,0.1320233375541443,0.10137261685398662,8.612127073486988,7.7042920894969935,0.1376859900827945,0.07834873033673567,0.06443068475008072,Transport,1
-loop_seattle/H/medium,Metamorph1.0,67.55131898925278,67.55131898925278,4.741486020870622,0.9706476213387539,0.12386245343707294,0.10696138978679574,9.362678279310112,8.218960943407188,0.1452692171479628,0.08380523610133427,0.06906223918349869,Transport,1
-loop_seattle/H/short,Metamorph1.0,60.404517444935685,60.404517444935685,4.382156655100918,0.8887518808693786,0.12087553528789902,0.10002020869809011,8.94125609509375,7.772034318306609,0.1375729118888981,0.07756862961548283,0.06413016301559464,Transport,1
-m4_daily/D/short,Metamorph1.0,384055.25700884673,384055.25700884673,189.7829908912254,3.5238440815212755,0.04394847443082115,0.033588739128135744,28.273278173074708,619.7219190966596,0.09572990948807018,0.02931622713438116,0.023245692941497677,Econ/Fin,1
-m4_hourly/H/short,Metamorph1.0,1049491.0531709583,1049491.0531709583,238.76948558420375,1.8761294308950902,0.11252791994819702,0.10345845611739174,12.661764363087965,1024.4467058714954,0.13985960188393007,0.03259730838553394,0.02556888720450917,Econ/Fin,1
-m4_monthly/M/short,Metamorph1.0,1806529.3376942999,1806529.3376942999,557.8570404086643,0.9525209238585025,0.15989227147124432,0.1313924625891344,7.834582447771927,1344.0719243010396,0.27934428743673817,0.11594184405389223,0.09287648486949523,Econ/Fin,1
-m4_quarterly/Q/short,Metamorph1.0,1842595.5100895183,1842595.5100895183,567.0310343755086,1.1917114562820192,0.11944053037464619,0.10299468188734634,8.9190805228126,1357.422377187557,0.22720860233655482,0.0949110099900092,0.07566317741905847,Econ/Fin,1
-m4_weekly/W/short,Metamorph1.0,429331.1807370902,429331.1807370902,348.51896627919433,3.308200216268332,0.08386282086091403,0.08523004436475627,21.147052826728878,655.2336840678219,0.11937341528614737,0.06349475051169488,0.049339202409644685,Econ/Fin,1
-m4_yearly/A/short,Metamorph1.0,3140039.9773838543,3140039.9773838543,823.5797442018921,3.0228026436960014,0.16783693157883856,0.13591272489364148,28.145279158080243,1772.015794902476,0.2841509451377838,0.13206482887144996,0.10701126293630286,Econ/Fin,1
-m_dense/D/short,Metamorph1.0,8685.313796296296,8685.313796296296,47.70552300347222,0.7177502291413899,0.12867437494163428,0.10331837090665157,7.325784974893927,93.19503096354599,0.16133438233249708,0.08258531606287557,0.068849329039342,Transport,1
-m_dense/H/long,Metamorph1.0,41950.88975308642,41950.88975308642,96.62417631172839,0.831540803581712,0.3508782085757783,0.2263804851157036,7.628890686895495,204.81916353966105,0.35457227117826,0.16727074290069557,0.13642601071902552,Transport,1
-m_dense/H/medium,Metamorph1.0,36251.454305555555,36251.454305555555,86.64019585503472,0.7456812087864696,0.30662096964674174,0.21125798083497177,7.39860311318395,190.3981468017889,0.331268723686683,0.15074299610037975,0.12308552092618956,Transport,1
-m_dense/H/short,Metamorph1.0,48925.51103407118,48925.51103407118,99.6137523735894,0.8627040835464422,0.3222800810029006,0.23033361958189805,9.3188171674229,221.19111879564963,0.39233796765907875,0.1766899926631117,0.1450245213066348,Transport,1
-restaurant/D/short,Metamorph1.0,150.19734415496288,150.19734415496288,7.341696911191277,0.7021401549369614,0.6363968411402241,0.40502163453419954,4.743635508594022,12.255502607194977,0.564026625697348,0.3378819023938525,0.2644650880899343,Sales,1
-saugeen/D/short,Metamorph1.0,1289.5376953125,1289.5376953125,14.649665934244792,3.25469186024088,0.4113270823160807,0.40709718068376494,36.05522633710114,35.910133601986225,1.1631377988410572,0.4745061763727838,0.4033875461732218,Nature,1
-saugeen/M/short,Metamorph1.0,407.06752232142856,407.06752232142856,12.646786644345237,0.7409286229159243,0.35179810296921504,0.3643979947566026,4.953402135372622,20.175914411035464,0.6057414777956209,0.3796944750678315,0.30099415330242085,Nature,1
-saugeen/W/short,Metamorph1.0,1356.8902954101563,1356.8902954101563,17.382021522521974,1.4099484188017484,0.43211252689361573,0.4564027465981663,14.273801384381803,36.835991847786,1.1119250439856165,0.52469077324847,0.43145484455920574,Nature,1
-solar/10T/long,Metamorph1.0,24.754456249524786,24.754456249524786,2.041972016940152,0.8905703921302702,3.585839746852226,1.4658318251429099,5.909319726820729,4.975385035303779,1.0753498940649109,0.44133959010592133,0.3556382561348921,Energy,1
-solar/10T/medium,Metamorph1.0,26.13662187947132,26.13662187947132,2.140942291010009,0.9342370010194524,4.13625445996763,1.4619354230512167,5.788520000166429,5.112398838067246,1.1344616232388776,0.47508360432187957,0.3789862661997565,Energy,1
-solar/10T/short,Metamorph1.0,32.65416224681548,32.65416224681548,2.6847428078198954,1.1853833867611878,5.103002440532671,1.562991092982688,5.879667339526495,5.714382052927113,1.6623131001703415,0.7809913825662159,0.610472104982137,Energy,1
-solar/D/short,Metamorph1.0,138351.32037712896,138351.32037712896,266.4795300857284,1.0414446326486912,1.0852379364978948,0.44830420214624367,5.838881209056771,371.9560731822092,0.5373498550651523,0.38497217062309014,0.2986353753843004,Energy,1
-solar/H/long,Metamorph1.0,834.0159389573196,834.0159389573196,14.109522474401865,1.075164887393366,5.07016558287765,1.437170786247203,7.094190218104223,28.879334115545664,1.0012992713607372,0.4892029198575444,0.3819125848435853,Energy,1
-solar/H/medium,Metamorph1.0,750.4544308850365,750.4544308850365,12.679421202573753,0.9690937396871733,4.934816542695273,1.4179496026632554,8.173551539549011,27.394423353760093,0.9868110723225868,0.45674234758528526,0.3667630017802875,Energy,1
-solar/H/short,Metamorph1.0,712.0893779475705,712.0893779475705,11.650420704882038,0.899370390374468,4.640486860678528,1.408859152825062,9.77020861858731,26.68500286579656,0.983618092507354,0.42943838710740867,0.35964740514725224,Energy,1
-solar/W/short,Metamorph1.0,2408488.715328467,2408488.715328467,1229.9538734603102,1.3569170105946333,0.2857263453685454,0.23698542851747906,5.574740554738684,1551.9306412750755,0.31678782378381604,0.2510643198640893,0.19596494409816867,Energy,1
-sz_taxi/15T/long,Metamorph1.0,15.794564428084936,15.794564428084936,2.7077196604845533,0.5119162276407953,7197076277285.462,0.40009906322317407,3.6527308473442024,3.974237590794609,0.36784832597607425,0.25062169071844564,0.19768089299368238,Transport,1
-sz_taxi/15T/medium,Metamorph1.0,16.763342598157053,16.763342598157053,2.790953650841346,0.5446849061999085,11418788474189.676,0.4098855964914122,3.9054534436140207,4.094306119253549,0.3810435171216451,0.2597448173792069,0.2049451504672262,Transport,1
-sz_taxi/15T/short,Metamorph1.0,17.320386791112803,17.320386791112803,2.7928959377228266,0.5578639499997645,941431577376.2421,0.40326575692270494,4.034820661170592,4.161776879064134,0.38914394881486913,0.2611477225753791,0.20567608884553312,Transport,1
-sz_taxi/H/short,Metamorph1.0,7.311640780196231,7.311640780196231,1.8725693857567942,0.5708675515134642,1.086148288514879,0.30014898853468014,4.220896018530248,2.7040045821329945,0.25189471236072203,0.17444139330141928,0.13806519813175355,Transport,1
-temperature_rain/D/short,Metamorph1.0,182.16444870646154,182.16444870646154,6.047675293300905,1.4198101597797352,40.53633056017451,1.4696223413302405,21.186186526453103,13.496831061640416,1.5889338609464931,0.7119712775279706,0.5819413087616733,Nature,1
-us_births/D/short,Metamorph1.0,271226.19333333336,271226.19333333336,366.94666666666666,0.5399199355619336,0.0345671542485555,0.03445963251629872,4.555410791495315,520.7938107671148,0.04882019376139454,0.03439827239954541,0.02811980199075129,Healthcare,1
-us_births/M/short,Metamorph1.0,79859349.33333333,79859349.33333333,7223.375,0.8193385976794368,0.022104779879252117,0.022446962323354774,5.148197928441997,8936.405839784433,0.02775641561072515,0.022435753501651418,0.017136204401269988,Healthcare,1
-us_births/W/short,Metamorph1.0,4081964.8571428573,4081964.8571428573,1493.5535714285713,1.357148600722038,0.019947624632290432,0.02015008052558952,10.625055922522069,2020.3873037471942,0.02742655954045148,0.020274843282605218,0.01648573800331508,Healthcare,1

results/Metamorph1.0/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-  "model": "Metamorph1.0",
-  "model_type": "pretrained",
-  "model_dtype": "bfloat16",
-  "model_link": "",
-  "code_link": "",
-  "org": "SRI International",
-  "testdata_leakage": "No",
-  "replication_code_available": "No"
-}

results/PatchFM/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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
-solar/H/short,PatchFM,724.6174188536464,724.6174188536464,11.126859317349172,0.8575973179441035,4.452235006822844,1.395785802851546,4.206524407988548,26.918718744651397,0.9922329354920881,0.4101397391157236,0.30626755419438084,Energy,1
-solar/H/medium,PatchFM,758.7799384124088,758.7799384124088,13.02318872604927,0.9901205648217527,3.3536092157527495,1.4388180902087444,5.326359450885997,27.545960473586845,0.9922697888449885,0.4691256541835393,0.357677936974861,Energy,1
-solar/H/long,PatchFM,772.0381690997567,772.0381690997567,13.883103805504867,1.0524861811265873,3.122135284873602,1.4546635589866765,5.642082377947269,27.785574838389735,0.9633766761488971,0.4813525894846121,0.3740006157810007,Energy,1
-saugeen/W/short,PatchFM,984.7240234375,984.7240234375,14.830891418457032,1.2030633351118634,0.37440025806427,0.3917779302071381,11.096818137157173,31.38031267271727,0.9472408315507526,0.44768278972797376,0.36388463667632565,Nature,1
-electricity/D/short,PatchFM,1109374853.3494775,1109374853.3494775,4076.5759031531534,1.4067102320349143,0.35881701062597676,0.09542886253717077,11.581170836643368,33307.27928470708,0.5473492265361743,0.06699168216154427,0.0527401233068385,Energy,1
-electricity/H/short,PatchFM,1495850.1215075904,1495850.1215075904,162.46733770834433,0.8854861377018515,0.1783319818782984,0.11659914653375618,10.519978118831235,1223.0495171936377,0.5773667146128166,0.07669618579286554,0.06301168699230891,Energy,1
-electricity/H/medium,PatchFM,7233242.662282517,7233242.662282517,260.99170330975505,1.100180925559821,0.21750813204734679,0.12855838462314892,15.287684014027118,2689.4688438951134,1.049788309206591,0.10187366161776633,0.08693102528384754,Energy,1
-electricity/H/long,PatchFM,12446796.983608108,12446796.983608108,317.4000149680931,1.2810119396819606,0.3115791461420228,0.14480450286029917,19.960796056625576,3528.0018400800345,1.391442882031331,0.1251824720062992,0.10849083102397204,Energy,1
-us_births/D/short,PatchFM,203116.2,203116.2,285.4854427083333,0.42031360728502365,0.02735003153483073,0.027035649237093888,4.160295052287719,450.684146603805,0.04224798165319486,0.026761943673157044,0.021940083677581965,Healthcare,1
-solar/10T/short,PatchFM,36.662137887773724,36.662137887773724,2.7636757064039688,1.2245092860022335,4.7734784341438665,1.6276808635835156,6.196291898634582,6.054926745037774,1.7613775115962962,0.8039529532862401,0.6187295053407027,Energy,1
-solar/10T/medium,PatchFM,33.068662301620215,33.068662301620215,2.5705089627312128,1.133416721629555,2.34618184177185,1.5643444104409538,8.278204547754754,5.750535827348632,1.2760667477265377,0.5704061518014559,0.4462497813355134,Energy,1
-solar/10T/long,PatchFM,44.36836769122567,44.36836769122567,3.0947600254080494,1.36414628924018,1.6610693444578215,1.6433498816055174,11.941335538309284,6.660958466408995,1.4396596289000287,0.6688828780695818,0.5326893376008767,Energy,1
-saugeen/M/short,PatchFM,455.59551711309524,455.59551711309524,12.968221028645834,0.7597028012707938,0.3467032341730027,0.36009670811844935,5.054449395459163,21.34468357959647,0.6408314345104883,0.3893448995786567,0.30205349671723547,Nature,1
-m4_daily/D/short,PatchFM,355712.3825262872,355712.3825262872,170.6448504917764,3.1850054322129937,0.037243234073407884,0.029430653432250514,24.80729666310745,596.4162829151189,0.09212983259326016,0.02635991330060103,0.020785947508380392,Econ/Fin,1
-electricity/15T/short,PatchFM,137529.23523531045,137529.23523531045,52.58589469428535,0.9782798989499464,0.16906653877655548,0.15948636098771152,10.757959304325157,370.849343042846,0.7310171655332278,0.10365716538967681,0.08566091613676849,Energy,1
-electricity/15T/medium,PatchFM,284458.8824293191,284458.8824293191,58.36421987997519,0.9088658520125658,0.15342656813466138,0.13721045037700122,10.811726167887464,533.3468687723957,0.9190103731339878,0.10056742924736226,0.08415205174450434,Energy,1
-electricity/15T/long,PatchFM,382873.1689803456,382873.1689803456,65.28469857870566,0.954960789903363,0.1550558109487234,0.1399952605217045,11.798902444106979,618.7674595357659,0.9761815391449963,0.10299461705531777,0.08647289950459122,Energy,1
-kdd_cup_2018/H/short,PatchFM,4384.375982471763,4384.375982471763,23.183637606673553,0.9874269085198719,0.909129667531764,0.5446730441074953,10.737989759803058,66.21462060958865,1.3859919280071813,0.4852755220655925,0.39486095275269306,Nature,1
-kdd_cup_2018/H/medium,PatchFM,5458.766502262027,5458.766502262027,28.281562372473047,1.2556179879597984,1.0011907053409594,0.8266774237512202,30.735791399526605,73.88346568930038,1.5465147593840118,0.5919843258490117,0.5337216575563225,Nature,1
-kdd_cup_2018/H/long,PatchFM,4461.595192200655,4461.595192200655,28.010972497671094,1.3051042318884496,1.0271087271821617,0.9799047286367231,37.292137737545595,66.79517341994595,1.5672846840399568,0.6572506055887395,0.6053628218020807,Nature,1
-m4_hourly/H/short,PatchFM,1233770.0839760131,1233770.0839760131,214.08154015226256,0.8053454396121129,0.09000430878809684,0.08487387529229658,6.126059002202303,1110.752035323822,0.15164218615893413,0.029226858680026127,0.0224208066557747,Econ/Fin,1
-ett2/W/short,PatchFM,2505642.5714285714,2505642.5714285714,1046.197474888393,0.6543109161911567,0.10966650077274867,0.11175977376967297,8.343279553377617,1582.922162150929,0.13278290172866383,0.08775992895829846,0.07844372063380746,Energy,7
-solar/D/short,PatchFM,120216.73868613139,120216.73868613139,252.2483120437956,0.9831342754670843,1.0190072832316377,0.43176281364020386,5.811213606761407,346.7228557308148,0.5008964532173172,0.3644129100358094,0.2760805928587312,Energy,1
-jena_weather/10T/short,PatchFM,1192.141134091029,1192.141134091029,7.3541743036300415,0.3187182024011216,0.348086258257381,0.5879716963020907,2.3510571875084776,34.52739686236176,0.21445841147304728,0.04567864021546513,0.03543980767836233,Nature,21
-jena_weather/10T/medium,PatchFM,3630.2454339009514,3630.2454339009514,12.108669352565837,0.8568989238636525,0.7562995820094215,0.6820006908129096,19.96941138118649,60.251518104533694,0.3697625325909022,0.07431069601171894,0.06390216065662789,Nature,21
-jena_weather/10T/long,PatchFM,2202.7407510747353,2202.7407510747353,11.737958893952547,0.6771380367090555,0.8602234733849832,0.6774180708224999,16.778964823453453,46.93336500907148,0.2871933073154404,0.07182658297003308,0.06387974136073396,Nature,21
-ett2/D/short,PatchFM,102093.23174603174,102093.23174603174,191.67589285714286,1.2764860990685762,0.4463401673332093,0.13401344614806104,10.712372588794432,319.52031507563294,0.18286990657693747,0.10970117067999188,0.08989749858270785,Energy,7
-us_births/M/short,PatchFM,54415978.666666664,54415978.666666664,6248.962239583333,0.7062914942802826,0.01923838381965955,0.019482692758875157,3.454518480473793,7376.718692390721,0.02291203796473291,0.019409234111259523,0.01463743702041614,Healthcare,1
-ett1/D/short,PatchFM,45185.5873015873,45185.5873015873,142.97073412698413,1.7577171908679716,1.2912023150731646,0.480913098709415,10.9267180999206,212.56901773679837,0.5583195760720555,0.3755173755722253,0.28599849746967904,Energy,7
-covid_deaths/D/short,PatchFM,260595.76127819548,260595.76127819548,104.64043923284774,47.47053249441246,0.12887500887840114,0.20125166875519498,837.4172293867467,510.4858090860073,0.19207276092207418,0.03937147264394447,0.04036643990192747,Healthcare,1
-electricity/W/short,PatchFM,48265230558.78919,48265230558.78919,29460.40489161036,1.563871254290718,0.2564152731386706,0.10095939406086246,12.454244161519021,219693.49229958814,0.5012680531712606,0.06721892237716635,0.052392061614012504,Energy,1
-kdd_cup_2018/D/short,PatchFM,2951.445387305506,2951.445387305506,21.374943408855724,1.2046293765961569,0.5090705957316966,0.469259931627529,9.220514078884337,54.32720669522321,1.2169871355070334,0.4788214364986945,0.38129947812120657,Nature,1
-m4_monthly/M/short,PatchFM,1935039.6698990162,1935039.6698990162,570.4386817107024,0.9667884292990908,0.1610003915379445,0.13391625736665896,8.330892044440919,1391.0570333020196,0.2891094061276809,0.11855674106342115,0.09552133926417197,Econ/Fin,1
-car_parts/M/short,PatchFM,1.4105296802660123,1.4105296802660123,0.470842035323227,0.8476602602313043,0.8474678817780974,1.9068497311761712,20.0320853623839,1.1876572233881342,2.8478801912846405,1.1290309015221185,0.9915542970990529,Sales,1
-bitbrains_fast_storage/H/short,PatchFM,2778078.0263517955,2778078.0263517955,292.0330087377886,1.067815452744784,3.1451811693679734,0.55491288774219,20.519307830190712,1666.756738804975,4.7507980668959835,0.832388926998447,0.6336750138481891,Web/CloudOps,2
-solar/W/short,PatchFM,1838925.3576642335,1838925.3576642335,1098.0280494411497,1.205831683715427,0.25149113070355716,0.21456383927432846,6.844486683776416,1356.069820350056,0.2768077408636324,0.22413496651097636,0.1618473425306975,Energy,1
-jena_weather/H/short,PatchFM,1125.7198853711834,1125.7198853711834,8.386477388335749,0.5151833612555099,1.253401538726636,0.6027770694906411,4.717324588510026,33.551749363798955,0.20567008244911023,0.05140857119592268,0.041004694524468234,Nature,21
-jena_weather/H/medium,PatchFM,1128.639384920635,1128.639384920635,9.631915380084326,0.8055201295907237,2.350473146093703,0.6632224695875392,13.421745008769104,33.595228603488245,0.20557516594239836,0.058939399578855044,0.050457953504444986,Nature,21
-jena_weather/H/long,PatchFM,1198.2752645502646,1198.2752645502646,11.35986328125,1.0205507142848613,2.350018925324839,0.6543012777417035,23.82303742083946,34.61611278798162,0.208427364032445,0.06839896709320706,0.059296893441810355,Nature,21
-temperature_rain/D/short,PatchFM,188.40851641130124,188.40851641130124,5.854490403946662,1.3633006968266974,24.379335158004817,1.5191862682936395,19.785919465317164,13.726198177620097,1.6159364349138563,0.6892283084631412,0.5562330141578229,Nature,1
-ett1/H/short,PatchFM,99.17892456054688,99.17892456054688,4.893570745558966,0.8109574851513892,0.4831116585504441,0.25966117816750095,5.557238399393917,9.958861609669395,0.46482081471364844,0.2284029671223743,0.1767466816562488,Energy,7
-ett1/H/medium,PatchFM,160.3054501488095,160.3054501488095,7.3802106584821425,1.302116198764352,3299171186615.9185,0.4660744549445453,18.49797086472057,12.661178860943775,0.6064404542205775,0.3534945958136349,0.29196817053457214,Energy,7
-ett1/H/long,PatchFM,180.9067294973545,180.9067294973545,7.646640418320106,1.389437004112004,5983411293643.679,0.4955820366224848,24.72462999938511,13.450157229465924,0.6440988987010379,0.36618104816001407,0.3125412307893431,Energy,7
-bitbrains_fast_storage/5T/short,PatchFM,1831870.7206179798,1831870.7206179798,160.53043913645192,0.8168510033268652,1.8690613398037534,0.6184129614502536,19.010853529626402,1353.4661874675628,4.249549080304697,0.5040258754225936,0.4019370464078372,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,PatchFM,3626028.15117026,3626028.15117026,299.350379999921,1.7899414093495913,3.9338174105128854,0.877793881917789,61.96098009274063,1904.2132630486167,5.785525744787092,0.909509120542831,0.7844482302035299,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,PatchFM,3724709.2625681125,3724709.2625681125,321.0675129512769,1.6739463197921456,3.154795752547604,0.9034637752787392,57.808996366442216,1929.950585524954,5.100283152342167,0.8484855722999675,0.7575193015183794,Web/CloudOps,2
-ett1/W/short,PatchFM,1888111.4285714286,1888111.4285714286,1011.5135323660714,1.6594780745434687,0.763716561453683,0.5485579566559803,8.637148419759905,1374.0856700262282,0.5467814844352259,0.4025053770794964,0.29970329175476934,Energy,7
-ett1/15T/short,PatchFM,5.5130437396821526,5.5130437396821526,1.1536560785202754,0.7454669715832624,0.4995732412514337,0.2524278050695448,5.314470564239357,2.347987167699635,0.4438673039320182,0.21808901695968963,0.16932436651623795,Energy,7
-ett1/15T/medium,PatchFM,10.214468664744544,10.214468664744544,1.6502325536334326,1.068583773150774,0.7738644051152235,0.40798695018038716,14.957549745515381,3.1960082391546716,0.6091622944170156,0.31453593779184963,0.26734933516907955,Energy,7
-ett1/15T/long,PatchFM,10.508479352678572,10.508479352678572,1.7481146724640377,1.1220838191291156,0.8148500507007159,0.4221007450327803,16.84192862333826,3.2416784776838328,0.6178670865224185,0.33319236531877655,0.28354964564451124,Energy,7
-hierarchical_sales/D/short,PatchFM,28.97002540515838,28.97002540515838,2.3092250488079396,0.7438832405793568,0.6367184138102767,1.0512170569486408,7.055251870175846,5.382381016349398,1.6512548895419337,0.708444671849536,0.57480882651325,Sales,1
-bitbrains_rnd/H/short,PatchFM,1842155.923767899,1842155.923767899,150.27143435614184,5.825723985423073,1.2609883044886108,0.5414624558160069,208.0228135972328,1357.260448023112,5.9400359042808155,0.6576613329913082,0.6066146655953165,Web/CloudOps,2
-ett2/H/short,PatchFM,107.91862095424108,107.91862095424108,6.383482288178944,0.7284532858938666,0.11565654241198274,0.1084767992462054,5.303438041917561,10.38838875640689,0.13175366829089047,0.08096031325539287,0.0647155837196278,Energy,7
-ett2/H/medium,PatchFM,281.7812686011905,281.7812686011905,10.228348214285715,1.090625463772886,0.17995573743122323,0.17582406424258348,17.214278153349138,16.786341727761606,0.22620674967400373,0.1378335697921001,0.11786030292399825,Energy,7
-ett2/H/long,PatchFM,272.21527777777777,272.21527777777777,10.213181010251322,1.113625276637397,0.18548738581208649,0.18485498909715894,22.557305899678106,16.498947777897165,0.22594039129026583,0.1398616532907532,0.12349777319889739,Energy,7
-loop_seattle/5T/short,PatchFM,49.79326516103203,49.79326516103203,3.8068819713297275,0.5997587745657893,0.10882857005785616,0.08062946457375218,5.085748491691651,7.056434309269238,0.12100226949469181,0.0652796211287946,0.052137889707756374,Transport,1
-loop_seattle/5T/medium,PatchFM,138.73254488760966,138.73254488760966,6.923193927524752,1.0851142430400256,0.2676438042253902,0.14991985749534534,21.170340821871434,11.778478037828558,0.2095633272366526,0.1231778460593156,0.10745576730998357,Transport,1
-loop_seattle/5T/long,PatchFM,146.46188565585226,146.46188565585226,7.156315313566033,1.1196971539618175,0.2798370251974345,0.15321590212178915,25.22365088841327,12.102143845445411,0.2139683921758396,0.12652512654799863,0.11281673568941018,Transport,1
-m4_quarterly/Q/short,PatchFM,1859707.134516032,1859707.134516032,570.9883439992269,1.2134943421373552,0.11231728802373012,0.10389145407317604,10.243499071501178,1363.7107957760077,0.22826117284713124,0.09557339392414142,0.07698518504202731,Econ/Fin,1
-m_dense/D/short,PatchFM,8359.477777777778,8359.477777777778,45.47828414351852,0.6709141834623258,0.12273242970234027,0.0973624115446512,7.612179047266749,91.4301797973611,0.15827915918172966,0.07872963381694738,0.06543001128830798,Transport,1
-m_dense/H/short,PatchFM,47724.30241319445,47724.30241319445,94.17802205403646,0.8311085304629549,0.31171898535626114,0.22409122523918049,9.812744584508941,218.4589261467575,0.3874917380355924,0.16704836050488198,0.13832777278612288,Transport,1
-m_dense/H/medium,PatchFM,41019.587222222224,41019.587222222224,89.27598307291667,0.7681861989471686,0.29450332208856306,0.2108221565717684,9.500261262656696,202.53292873560642,0.352381727310294,0.1553289399356236,0.12739077172504615,Transport,1
-m_dense/H/long,PatchFM,40158.99185185185,40158.99185185185,91.97998263888888,0.7998761582534742,0.306451035998599,0.2179319105315738,9.521059334574003,200.39708543751792,0.3469169975042928,0.15923095556960778,0.12976060202147505,Transport,1
-jena_weather/D/short,PatchFM,434.8608630952381,434.8608630952381,10.325008525545634,1.0329533356065095,0.6016720999315911,0.46559552769676665,6.642005195344368,20.85331779586256,0.1255710562986495,0.06217342676773315,0.04897007792082716,Nature,21
-bizitobs_application/10S/short,PatchFM,2664085.3333333335,2664085.3333333335,665.5488194444445,1.981565099110466,0.02879110124376085,0.029709289590843863,12.765849228350861,1632.2026018032607,0.06294753025129841,0.025667557691312227,0.020316055282267848,Web/CloudOps,2
-bizitobs_application/10S/medium,PatchFM,6225561.6,6225561.6,1284.0625,3.5291210953319863,0.04936761856079101,0.049610965967478764,49.02424477348873,2495.107532752847,0.09797552927095396,0.05042135515325147,0.041409437459142696,Web/CloudOps,2
-bizitobs_application/10S/long,PatchFM,12107435.804444445,12107435.804444445,1980.2525,6.021065393936747,0.07957729763454861,0.0826953789759591,114.95052594074396,3479.574083770088,0.13419326415591185,0.07637042362954423,0.06901853585930634,Web/CloudOps,2
-us_births/W/short,PatchFM,2298735.714285714,2298735.714285714,1182.1683872767858,1.0747708088737042,0.016015934092657908,0.015993639051018273,6.603998716619805,1516.1582088574114,0.02058169901921698,0.016047819940440116,0.012539944073222052,Healthcare,1
-saugeen/D/short,PatchFM,1409.0478125,1409.0478125,14.905055338541667,3.3117808285062535,0.36127721150716147,0.39391678303738636,32.43170235912053,37.53728563042352,1.2158416254064839,0.48277829377461096,0.4025873283991565,Nature,1
-sz_taxi/H/short,PatchFM,7.1224045060638685,7.1224045060638685,1.8443701980460403,0.561439820884223,1.0664689683506632,0.29638929671016273,4.087618892328586,2.6687833381643906,0.2486136367125099,0.1718144653495111,0.13584818198973225,Transport,1
-bizitobs_l2c/5T/short,PatchFM,20.962145632789248,20.962145632789248,2.6847396668933685,0.27699286130708445,0.15050441213009785,0.2084845985715187,2.885636948714636,4.578443581916157,0.15724227846574879,0.09220482348567235,0.0758127817036459,Web/CloudOps,7
-bizitobs_l2c/5T/medium,PatchFM,225.059375,225.059375,9.647504450999149,0.9394629659807108,0.7097938683034574,0.9255017535892048,27.82982721299793,15.001979036113868,0.7893247385450334,0.5076006245619679,0.47710720873964024,Web/CloudOps,7
-bizitobs_l2c/5T/long,PatchFM,442.2137003968254,442.2137003968254,14.608928881448414,1.3657527492044983,1.075001712534752,1.2474853642953525,45.50943369856537,21.02887777312012,1.1807400487319493,0.8202695163054172,0.7902281706482971,Web/CloudOps,7
-hierarchical_sales/W/short,PatchFM,464.22235883292507,464.22235883292507,8.904087454585706,0.72295591850851,0.5178564308712201,0.45648951911172414,6.627603981164778,21.545819985160115,0.989179134363133,0.4087910103531512,0.34339251080743316,Sales,1
-bizitobs_l2c/H/short,PatchFM,119.88375806051587,119.88375806051587,6.525828770228794,0.6612214128707694,0.5519634219382307,0.7589239903711978,4.090396369836896,10.949144170231566,0.5901869428387476,0.3517589020210172,0.2757363128164011,Web/CloudOps,7
-bizitobs_l2c/H/medium,PatchFM,135.6767113095238,135.6767113095238,7.214069475446428,0.734001368131494,0.6949419242122318,0.8969852928076446,10.231269610171513,11.648034654375124,0.7053061906710638,0.4368228642805734,0.365467394814679,Web/CloudOps,7
-bizitobs_l2c/H/long,PatchFM,133.7390376984127,133.7390376984127,7.541747271825397,0.8013176415565331,0.9210829077694358,0.8376326014514955,12.321843339625953,11.564559554882006,0.7063966749864843,0.46067169018614695,0.3903223199162753,Web/CloudOps,7
-m4_yearly/A/short,PatchFM,3732759.2666855287,3732759.2666855287,923.316897308393,3.4605621883680904,0.16708858475101612,0.155537950899635,35.166005031970975,1932.0350065890443,0.30981076738743496,0.1480581436264545,0.12153742038586704,Econ/Fin,1
-ett2/15T/short,PatchFM,9.278584798177084,9.278584798177084,1.8631170363653273,0.800036571035981,0.11525390519164008,0.133235406368809,6.472595931265057,3.0460769521102193,0.14460811518691402,0.08844879733414902,0.07067296288910307,Energy,7
-ett2/15T/medium,PatchFM,13.37560531374008,13.37560531374008,2.3105079675099205,0.9388299970845415,0.13951646507323304,0.1688939566326708,14.671605993793335,3.657267465436467,0.1949023937070707,0.123131145808391,0.10584162171590462,Energy,7
-ett2/15T/long,PatchFM,16.937297867063492,16.937297867063492,2.458252379402282,0.99678863146761,0.14683009286623447,0.172393832800664,17.48990833286027,4.115494850812413,0.21932215569158542,0.1310047104002688,0.11471468660822626,Energy,7
-loop_seattle/H/short,PatchFM,58.97501310013163,58.97501310013163,4.182245431151734,0.8497699095089974,0.11402413487777556,0.09717491254686672,7.173881760000729,7.67951906698145,0.13593529746601876,0.0740299974257336,0.059619081234528824,Transport,1
-loop_seattle/H/medium,PatchFM,65.91360064842138,65.91360064842138,4.607042543708478,0.9454440392415142,0.12670552565709478,0.10559230424865665,11.318318588711506,8.118719150729467,0.1434974533748659,0.08142896192590075,0.06738618693293912,Transport,1
-loop_seattle/H/long,PatchFM,62.60229690389039,62.60229690389039,4.40739189071839,0.9162487074543841,0.14193039071654223,0.1035440947644075,12.37855710643541,7.912161329490848,0.14140089274541637,0.0787659808835815,0.06582737579878688,Transport,1
-bitbrains_rnd/5T/short,PatchFM,1772587.4664256617,1772587.4664256617,129.19301076293064,1.8583485386660916,1.204870239256357,0.599513040418069,61.57116919376502,1331.385543869867,5.447645327383609,0.5286205071504745,0.4471836878994482,Web/CloudOps,2
-bitbrains_rnd/5T/medium,PatchFM,2276275.7421606444,2276275.7421606444,166.33299550233005,5.904301071420733,0.6160931507554037,0.9492523063362703,227.38285424846939,1508.7331580371144,6.348009399916179,0.6998476923107646,0.6740056052569467,Web/CloudOps,2
-bitbrains_rnd/5T/long,PatchFM,4413833.851348854,4413833.851348854,280.4053439666738,4.875639758143639,4.65540205451279,0.9453022534351256,183.65361520813406,2100.9126234445957,8.048122954988202,1.0741697014412097,1.017269098358241,Web/CloudOps,2
-m4_weekly/W/short,PatchFM,247018.7872294836,247018.7872294836,253.41524935718877,1.9846575324932576,0.06308338977755687,0.06221646701268025,15.340644236101953,497.00984620979455,0.09054748634728314,0.046168328467435515,0.03709488658533224,Econ/Fin,1
-sz_taxi/15T/short,PatchFM,16.82902992397583,16.82902992397583,2.7411528635083244,0.5464182520872087,1108398431008.145,0.3945853748994146,4.029925639644116,4.102320066008481,0.3835844891103448,0.2563095282190557,0.2020939344365266,Transport,1
-sz_taxi/15T/medium,PatchFM,17.045519080528845,17.045519080528845,2.824648708767361,0.5515231778205446,12570288937399.799,0.4107086005164278,9.097384502606248,4.1286219348020765,0.38423717274803415,0.2628807023269342,0.22230112897545234,Transport,1
-sz_taxi/15T/long,PatchFM,16.194691506410255,16.194691506410255,2.7568095758769586,0.521131495060859,8023517234088.199,0.402401945658001,9.855463370905994,4.024262852549552,0.37247858675535067,0.2551653737343995,0.2189514116307878,Transport,1
-loop_seattle/D/short,PatchFM,19.98723756772446,19.98723756772446,3.1493560830382985,0.9421583577812631,0.059906566339872694,0.05812935593569304,6.781278893228167,4.470708843989335,0.07989753913529586,0.056283200198517506,0.04470164420736897,Transport,1
-restaurant/D/short,PatchFM,147.89299822837864,147.89299822837864,7.367962293623987,0.7038325364365111,0.7052602008175781,0.40234880259769723,4.789470027788012,12.161126519709375,0.559683219484063,0.3390906961496855,0.2648303791610344,Sales,1
-hospital/M/short,PatchFM,2691.975030812011,2691.975030812011,18.045545436257335,0.7655972112735246,0.1911210516440977,0.1736985580066876,5.151731410962588,51.8842464608672,0.18835186291015008,0.0655095203649608,0.05163561670931751,Healthcare,1
-bizitobs_service/10S/short,PatchFM,7705.5105677496695,7705.5105677496695,29.122743701430224,1.1965499564562234,0.08329335901472304,0.06938026541296503,8.498655769891343,87.78103763199469,0.06503100009467348,0.021575059938851452,0.017003393816177905,Web/CloudOps,2
-bizitobs_service/10S/medium,PatchFM,29471.60253968254,29471.60253968254,54.15280257936508,2.010684276491538,0.17095889621310764,0.11331555885996562,27.19477264659531,171.67295226587834,0.12920510550841688,0.040756674120725894,0.03424827081551361,Web/CloudOps,2
-bizitobs_service/10S/long,PatchFM,163267.4217989418,163267.4217989418,105.78554563492064,2.9198120896137794,0.22852764795696925,0.15510432260012577,50.424892076519406,404.06363582849394,0.2993432766117407,0.07836931869305552,0.07104739803974064,Web/CloudOps,2

results/PatchFM/config.json DELETED Viewed

@@ -1,12 +0,0 @@
-{
-    "model": "PatchFM",
-    "model_type": "zero-shot",
-    "model_dtype": "float32",
-    "model_link": "https://huggingface.co/vilhess/PatchFM",
-    "code_link":"https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/patchfm.ipynb",
-    "org": "LITIS",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/Prism/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,Prism,3281613.575843364,3281613.575843364,327.98420386739116,0.8390429477174025,4.026429791907657,0.8122528441087676,15.01857199059671,1811.5224469609434,4.78731297757318,0.8667643275674088,0.6609274914257548,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Prism,2609094.5474075074,2609094.5474075074,268.46921664105366,0.9291167530193343,3.482363109836607,0.7989642178771484,20.400766926864975,1615.2691872896937,4.907633905475255,0.8156836275536025,0.6131443399848435,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,Prism,1551262.8657609464,1551262.8657609464,150.31377139349414,0.6420901493781022,1.9063717179090167,0.7183761224185564,12.898965575487082,1245.4970356291285,3.9105526735286875,0.47194806874356987,0.369257123937424,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Prism,2930043.825862075,2930043.825862075,318.2285295215437,0.9494885937276898,3.774907854099417,0.5696815067852489,18.134076407485125,1711.7370784855002,4.879006734067446,0.9070546861564319,0.6665940656554554,Web/CloudOps,2
-bitbrains_rnd/5T/long,Prism,2333499.1406878578,2333499.1406878578,170.8973869600088,3.2592778684577053,1.4738939783564597,0.6818216550311001,114.75121913330085,1527.5795038844485,5.8518129653361814,0.6546693918134044,0.7163854028389554,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Prism,2245484.2355654687,2245484.2355654687,164.21835487457915,4.341916014670598,1.2533003805534917,0.7126149939763271,158.89308032007523,1498.4939891656118,6.304928119740367,0.6909503347442572,0.7850039333001886,Web/CloudOps,2
-bitbrains_rnd/5T/short,Prism,1538172.574876284,1538172.574876284,115.68856021589136,1.5915829998309066,0.9354866151518638,0.6404331919446776,51.704587787905524,1240.2308554766262,5.074666649442173,0.4733641931718822,0.39032967733894636,Web/CloudOps,2
-bitbrains_rnd/H/short,Prism,1848193.5439998263,1848193.5439998263,149.6148844970929,5.7794672959191535,1.3523302245812605,0.5331263903990637,194.86147780908865,1359.482822252575,5.949762062214651,0.6547879452043912,0.6883490737179009,Web/CloudOps,2
-bizitobs_application/10S/long,Prism,6176734.084693508,6176734.084693508,1507.897010230226,3.177622767142275,0.04612801121358404,0.04714651825312057,39.09406947847323,2485.3036202229914,0.09584823204083849,0.05815356375542782,0.05136296159472434,Web/CloudOps,2
-bizitobs_application/10S/medium,Prism,3278141.4140713518,3278141.4140713518,1002.1718309742977,2.247328301540805,0.032055072032281376,0.032660477560594356,15.576425849628958,1810.5638387174731,0.07109551368074593,0.03935233853447653,0.03220744491694415,Web/CloudOps,2
-bizitobs_application/10S/short,Prism,372945.68907227117,372945.68907227117,328.5168995781193,1.059727015728156,0.014738622232139077,0.014894140181134708,5.988275838198538,610.6927943510315,0.023551981408763988,0.012669584417728088,0.00979933210628716,Web/CloudOps,2
-bizitobs_l2c/5T/long,Prism,82.37120150931976,82.37120150931976,5.669981012759552,0.5571983913657516,0.42348027139967853,0.7261693136951185,3.651761938876635,9.075858169303869,0.5095958706243259,0.31836095901025097,0.24991089769650085,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Prism,65.92068063299658,65.92068063299658,5.170726279867485,0.507943817581403,0.3611396095566109,0.617187109113883,3.411289651011512,8.11915516744178,0.4271869711096198,0.272056248757404,0.21264521297228364,Web/CloudOps,7
-bizitobs_l2c/5T/short,Prism,14.713548728473693,14.713548728473693,2.1512426185771187,0.22315638955961942,0.11421773788811977,0.1868348039644078,2.1907060418136357,3.835824387074269,0.13173773154772372,0.07388237676759092,0.05969743357520534,Web/CloudOps,7
-bizitobs_l2c/H/long,Prism,81.22875972069458,81.22875972069458,5.2172830057579045,0.557918379843916,0.6116839042864521,0.7786507437336426,4.453729546978456,9.012699912939217,0.5505217565645246,0.3186867234645778,0.2557895720596079,Web/CloudOps,7
-bizitobs_l2c/H/medium,Prism,72.4812068966838,72.4812068966838,4.7776629389276275,0.48475854923830264,0.4674018144165609,0.753035078869297,3.431510780611157,8.513589542412989,0.5155107853692561,0.28929475183250425,0.22968001570248495,Web/CloudOps,7
-bizitobs_l2c/H/short,Prism,53.40052621094677,53.40052621094677,4.368979338657666,0.4345038139377939,0.397379226153205,0.5941503569649146,2.8060415294734584,7.307566367194127,0.39389657156951036,0.23549919306666003,0.18309069539461548,Web/CloudOps,7
-bizitobs_service/10S/long,Prism,130229.32086930709,130229.32086930709,76.09429620454878,1.3128528155866257,0.07561247750331954,0.07323394102010006,17.76830574332229,360.87299825465897,0.2673462600229729,0.056373088587277756,0.051370302119944686,Web/CloudOps,2
-bizitobs_service/10S/medium,Prism,9133.098597432378,9133.098597432378,31.841233619325397,0.9778819030986753,0.05992429862721985,0.053036219227244184,9.304792540336226,95.56724646777461,0.07192615736264657,0.02396446130418391,0.0185027084594734,Web/CloudOps,2
-bizitobs_service/10S/short,Prism,1977.2958755296252,1977.2958755296252,17.522894904562374,0.7046566121621686,0.05185215809574191,0.04191789167615605,5.492172765385021,44.46679520192146,0.032942424204462355,0.012981521034179728,0.010084322992390482,Web/CloudOps,2
-car_parts/M/short,Prism,1.3904656823404238,1.3904656823404238,0.4591446269792094,0.8471963615882633,0.8159320677862283,1.8903632311118708,15.944797448632764,1.1791800890196644,2.8275528926572204,1.1009817162384545,0.9593765020982422,Sales,1
-covid_deaths/D/short,Prism,274860.1627258414,274860.1627258414,89.00857861088116,31.694780637908135,0.08200252593811581,0.357087402540195,613.1039571248988,524.2710775217735,0.1972595350133074,0.03348990928886144,0.027892252977682965,Healthcare,1
-electricity/15T/long,Prism,303051.23360514856,303051.23360514856,55.77552124854502,0.8434911072753281,0.1251840466782283,0.12830660259932436,7.0808182716003225,550.5008933736153,0.8684826582241283,0.08799272361016369,0.07059168877391714,Energy,1
-electricity/15T/medium,Prism,238026.6829645422,238026.6829645422,50.41569736624769,0.7956528022961551,0.12302763342919948,0.12632758365985255,6.945497290026749,487.8797833119776,0.8406659884484198,0.08687132262787595,0.07032109605994309,Energy,1
-electricity/15T/short,Prism,122557.71652960434,122557.71652960434,46.88191270590948,0.9023447352605115,0.14977016131663257,0.15445226707007706,10.361026534520182,350.0824424754894,0.6900815079693515,0.09241349205579376,0.07784171249181929,Energy,1
-electricity/D/short,Prism,1196041212.8946335,1196041212.8946335,4089.000640010086,1.3499974260444518,0.32259892282339825,0.09053413178447095,10.700457034280156,34583.82877725706,0.5683271720846642,0.06719586155011113,0.052697522502385685,Energy,1
-electricity/H/long,Prism,8157542.056495638,8157542.056495638,268.43292803548997,1.1655767038434068,0.28898839264593496,0.138104729685593,9.283649435441484,2856.141112847129,1.1264612342825853,0.10586986969124969,0.08394441885230858,Energy,1
-electricity/H/medium,Prism,5542277.461302236,5542277.461302236,233.13622354419314,1.0377512064134613,0.23367755069298515,0.1255515736635767,8.468271863556994,2354.2042097707317,0.9189234731140039,0.09100074979000075,0.0724585690699956,Energy,1
-electricity/H/short,Prism,1598649.8296788835,1598649.8296788835,158.73622924259575,0.8621000665220291,0.16548517296003884,0.1178429299096656,9.825646050959636,1264.3772497474333,0.5968763603277827,0.07493483672013486,0.06155993232709078,Energy,1
-electricity/W/short,Prism,36638497256.71959,36638497256.71959,26826.550185045522,1.4556514981286817,0.17326319246487593,0.09465951087166868,10.578592110278334,191411.85244576572,0.43673868342153715,0.061209335048247444,0.04777968160469995,Energy,1
-ett1/15T/long,Prism,8.130868706647078,8.130868706647078,1.5086109532568004,0.9681496083570343,0.7465475651770777,0.37444799130211714,7.01012161594079,2.8514678161689075,0.5434925542572577,0.287542722985251,0.22394696918300605,Energy,7
-ett1/15T/medium,Prism,8.874884548361825,8.874884548361825,1.541267443972128,0.9703409727788137,0.7359525623137161,0.3755015278752622,6.638338568182956,2.9790744449177207,0.5678145024853215,0.2937670820508911,0.22565111069484806,Energy,7
-ett1/15T/short,Prism,4.743781687731196,4.743781687731196,1.0637969772932727,0.6751303370391194,0.47185296720039704,0.23640778570226528,4.464507779714482,2.178022425901808,0.41173688215417786,0.20110190118653878,0.15458810348865648,Energy,7
-ett1/D/short,Prism,40808.737007564516,40808.737007564516,136.89848822296315,1.6689259795751779,1.2582292263488346,0.47505377061749626,10.56772430052276,202.0117249259669,0.5305905015245116,0.35956842381693155,0.2732387590185615,Energy,7
-ett1/H/long,Prism,142.41098768280824,142.41098768280824,6.9932697547262626,1.3390513324859195,3807324800962.4863,0.4637363176116899,9.402563069762609,11.933607488216136,0.571474617267682,0.3348925428021807,0.2596835797772694,Energy,7
-ett1/H/medium,Prism,136.74721696756464,136.74721696756464,6.759956454730848,1.2510304455358936,3198666592832.172,0.42932123315814363,8.819938970994356,11.693896569046805,0.560109956354472,0.3237859076708131,0.25215832560903606,Energy,7
-ett1/H/short,Prism,94.86288240128488,94.86288240128488,4.798640402505884,0.7916444942472194,0.4585796935264426,0.2536230726565995,5.424706889520639,9.739757820463755,0.4545943466932203,0.2239721807260487,0.17155145144447626,Energy,7
-ett1/W/short,Prism,1302156.9308971234,1302156.9308971234,917.4103802721418,1.5997326838841468,0.6847962912742425,0.565790789665946,8.332582692185499,1141.1209098501015,0.4540792556173366,0.3650594945493669,0.2647854124493815,Energy,7
-ett2/15T/long,Prism,11.233664219846306,11.233664219846306,2.0980306680762117,0.8682366630441365,0.1310790308758479,0.15781148986180973,6.950439413729884,3.3516658872635716,0.17861633095072244,0.11180784504144595,0.09052289652113725,Energy,7
-ett2/15T/medium,Prism,11.057703960664528,11.057703960664528,2.0636803596276523,0.8496860691079865,0.12738916571734865,0.15420401800839562,6.4457039720444405,3.325312610968257,0.17721191724162125,0.10997725503979261,0.08740893184591841,Energy,7
-ett2/15T/short,Prism,7.64221431364167,7.64221431364167,1.6749201707124877,0.7190359673103814,0.10200269262385625,0.12160699389642074,5.102529635485957,2.764455518477675,0.1312385415155256,0.07951442115454578,0.06305414903496931,Energy,7
-ett2/D/short,Prism,153622.88559118233,153622.88559118233,216.0556319761876,1.3872419814903154,0.4316177850537256,0.13610524173442973,12.514686662295336,391.9475546437078,0.2243219175593336,0.12365433357136046,0.097939463216265,Energy,7
-ett2/H/long,Prism,216.34612178225944,216.34612178225944,9.043018885495098,1.0073185241654545,0.17597151368900682,0.1714929818723246,8.059517132617241,14.70870904540094,0.20142445101062537,0.12383718441008267,0.1008751401096906,Energy,7
-ett2/H/medium,Prism,237.4891436122607,237.4891436122607,9.577535189706595,1.03176967421094,0.1726815425379781,0.16705468573940357,7.49126429981828,15.410682775667686,0.2076688463209567,0.1290634368637544,0.10328906017911225,Energy,7
-ett2/H/short,Prism,106.94464011873085,106.94464011873085,6.309902277832302,0.7225870610103443,0.11784966464437832,0.10779229768439436,5.060838551333018,10.34140416571806,0.1311577728307516,0.08002711394683286,0.06331954698457148,Energy,7
-ett2/W/short,Prism,2789514.6848046407,2789514.6848046407,1119.5025357992356,0.7115356691089744,0.11215636308421338,0.11841345840233138,8.58026942632374,1670.1840272271318,0.14010281827586574,0.09390908892408024,0.08209491950264929,Energy,7
-hierarchical_sales/D/short,Prism,28.31451861134673,28.31451861134673,2.2924716034501613,0.7402255952623895,0.6319865118685927,1.0537082709966987,6.894980660308117,5.321138845336281,1.6324664696912408,0.7033049003469848,0.5681010382644816,Sales,1
-hierarchical_sales/W/short,Prism,462.7601894296012,462.7601894296012,8.857845416406022,0.7161050065106841,0.5181144336604785,0.45325001973086704,6.5547326179522045,21.511861598420563,0.9876200882176377,0.4066680157616586,0.3423681149842546,Sales,1
-hospital/M/short,Prism,2586.3437387366903,2586.3437387366903,17.272188622228022,0.7475621711287562,0.18946278867553787,0.17073287577022336,5.11076527067214,50.85610817528894,0.18461948218522287,0.06270205554562411,0.04964958842070888,Healthcare,1
-jena_weather/10T/long,Prism,1396.4963495766153,1396.4963495766153,9.57617251814288,0.6243021703729421,0.7726714701193158,0.6301388132197722,5.477363408542559,37.369725040152694,0.2286717464102767,0.05859823938487512,0.04763574590841675,Nature,21
-jena_weather/10T/medium,Prism,1439.3135384378973,1439.3135384378973,9.395213463632095,0.580372738324695,0.7248706074303929,0.6401002374494579,5.213244037535567,37.93828591855327,0.23282661591968615,0.0576582653543339,0.04666726056294686,Nature,21
-jena_weather/10T/short,Prism,784.4526667465115,784.4526667465115,5.33104742109873,0.26270313088771513,0.32990450034948215,0.5400062786290839,2.145502877183138,28.008082168304767,0.1739653008037051,0.03311248741121464,0.027264728174555244,Nature,21
-jena_weather/D/short,Prism,361.2808458035103,361.2808458035103,9.504797803318683,1.0678763303240881,0.6491785301328631,0.45412835900487025,6.497157576297399,19.007389242173957,0.11445554982895915,0.05723441787460853,0.04468352538171734,Nature,21
-jena_weather/H/long,Prism,1221.751072606935,1221.751072606935,10.963900998095134,0.9324103416453652,1.8919269042274125,0.649978555802342,6.673272674732175,34.953555936512885,0.21045914539394828,0.066014835183981,0.05300564870233375,Nature,21
-jena_weather/H/medium,Prism,1199.1946696954103,1199.1946696954103,9.802575117398774,0.7700394148773068,2.0064397431796754,0.677983769563828,6.056701494488981,34.62939025878755,0.21190337914552226,0.05998369524215071,0.04800304305476644,Nature,21
-jena_weather/H/short,Prism,1093.122185135924,1093.122185135924,8.239394764429177,0.5171236623044337,1.1574026825941948,0.6046583548781841,4.398089659529971,33.062398357286845,0.20267038798716497,0.05050696309568361,0.04047613152704408,Nature,21
-kdd_cup_2018/D/short,Prism,2883.11794917178,2883.11794917178,21.02378514653278,1.186355442807186,0.5239347152535244,0.46120282197523627,9.050606100888261,53.69467337801562,1.2028177025631404,0.47095511264413964,0.3734036025929623,Nature,1
-kdd_cup_2018/H/long,Prism,4156.792402167811,4156.792402167811,24.09465045216073,1.0079538657167142,0.9726532905519746,0.60538277572906,7.360651319316722,64.4731913446807,1.5128015983155387,0.5653578635500611,0.44045889381719533,Nature,1
-kdd_cup_2018/H/medium,Prism,5165.183016865431,5165.183016865431,25.120641669539946,1.0276048575912724,0.9321560567543834,0.5507431724217628,8.42897390194015,71.86920771001606,1.5043526785874606,0.5258205257512746,0.4164714092497082,Nature,1
-kdd_cup_2018/H/short,Prism,4317.666772106848,4317.666772106848,22.028570242779075,0.9200633953366306,0.8505956815014575,0.4847758181671999,7.377849691181732,65.70895503739843,1.3754074334106952,0.4610978707861607,0.36930610108008477,Nature,1
-loop_seattle/5T/long,Prism,79.1729263291864,79.1729263291864,5.208509344895993,0.8227125781170083,0.16298598764413688,0.11822495192502358,5.872497144860318,8.897916965739027,0.15731700126691342,0.0920875160292843,0.07271779856696572,Transport,1
-loop_seattle/5T/medium,Prism,64.40441528434872,64.40441528434872,4.746846445584993,0.7542543005522603,0.15121781268228357,0.10925107153787189,5.567614438809598,8.025236151313475,0.14278544178575917,0.08445615232283013,0.0667997055653464,Transport,1
-loop_seattle/5T/short,Prism,37.708067504406905,37.708067504406905,3.37672463422094,0.5363449872980407,0.0900438628093971,0.07193153746429706,4.040647575774666,6.140689497475581,0.10529926753807511,0.057903372383086946,0.04564656603459039,Transport,1
-loop_seattle/D/short,Prism,18.043618032695584,18.043618032695584,2.866283216392456,0.8630917975904501,0.05324731008451063,0.05290626445768709,6.517773780084406,4.247778011230764,0.07591346725207883,0.0512243098644759,0.04133053507947395,Transport,1
-loop_seattle/H/long,Prism,56.9201143076134,56.9201143076134,4.0062565536389,0.8392772888886442,0.11673487732056027,0.09284689805670444,6.46926562305106,7.544542021064857,0.1348310439068196,0.07159715616633673,0.05685150632944486,Transport,1
-loop_seattle/H/medium,Prism,60.02807710625729,60.02807710625729,4.121629841357531,0.8443122969084883,0.10977775810275148,0.09396608494657603,6.462875872208397,7.747778849854795,0.13694112563003183,0.07284934699916065,0.058079091263714716,Transport,1
-loop_seattle/H/short,Prism,53.052947328383304,53.052947328383304,3.83854076329542,0.7814466341360049,0.10381294015360114,0.08806107369021303,6.01306649543995,7.283745418971156,0.12892970176836369,0.06794607545568107,0.05419917398765742,Transport,1
-m4_daily/D/short,Prism,340671.291056976,340671.291056976,171.47452857732486,3.196397929056459,0.03679822853315217,0.029399831571476777,24.200957701901576,583.670532969565,0.09016096690797307,0.02648807576075908,0.020909085973306936,Econ/Fin,1
-m4_hourly/H/short,Prism,870316.2305493485,870316.2305493485,177.00351548939722,0.6606093431035451,0.08348376521943819,0.07546676989296638,5.43306001018257,932.9074072754212,0.12736246724437658,0.024164889535497426,0.019208175089227886,Econ/Fin,1
-m4_monthly/M/short,Prism,1809194.176492532,1809194.176492532,546.3938512825393,0.903381371422668,0.15670125822479217,0.12913909596970213,7.386425016888669,1345.0628894191275,0.2795502439863104,0.11355939981707266,0.09046218135687038,Econ/Fin,1
-m4_quarterly/Q/short,Prism,1700186.4676100893,1700186.4676100893,539.4830167578256,1.1318861333806054,0.10953818046078927,0.09842772029231658,8.744636898203687,1303.9119861440377,0.21825190515822634,0.09029995694425359,0.0720186702611518,Econ/Fin,1
-m4_weekly/W/short,Prism,232961.6077824675,232961.6077824675,241.68307198958615,1.8794233113431131,0.057936258171186916,0.057824812081790855,14.086543820426739,482.66096567100544,0.08793334300622298,0.04403090777915505,0.035062008199869286,Econ/Fin,1
-m4_yearly/A/short,Prism,3597246.843728812,3597246.843728812,875.9872324498513,3.279927867517019,0.16126598562865777,0.14591839688073102,29.16052044885524,1896.6409369537535,0.3041351640625379,0.140468612412071,0.1135929413147846,Econ/Fin,1
-m_dense/D/short,Prism,8110.315402006005,8110.315402006005,42.006449678771745,0.6259123876175695,0.11657022469597227,0.09042815864197838,6.6250266912235825,90.05728955507158,0.1559024898831426,0.07271937816945599,0.059826249418719835,Transport,1
-m_dense/H/long,Prism,33020.56650146674,33020.56650146674,76.38577773730206,0.6644463617212772,0.25720559948666566,0.18382157965534554,6.774742522783152,181.71561986099803,0.3145766180545128,0.13223508054203106,0.10973228026439336,Transport,1
-m_dense/H/medium,Prism,35714.04418910732,35714.04418910732,77.00102846691628,0.6697898673606796,0.25606681446416335,0.18416264443185376,7.339516667093321,188.98159748797585,0.32880411515876695,0.1339720658938251,0.11110407383102625,Transport,1
-m_dense/H/short,Prism,42115.16377130306,42115.16377130306,84.0539464833017,0.7490759988431013,0.2751116263212414,0.199024982185475,7.734489279299192,205.21979380971771,0.36400881150085274,0.14909077040449745,0.12252133535649265,Transport,1
-restaurant/D/short,Prism,137.96888135943507,137.96888135943507,7.060677108958129,0.6779802649375704,0.6774048705727557,0.3903627712775568,4.598923577577947,11.746015552494177,0.5405788509703722,0.32494871997874336,0.25391942117657185,Sales,1
-saugeen/D/short,Prism,1251.632031307942,1251.632031307942,13.170111396750187,2.926300556086079,0.2777217594932795,0.3252285315898141,26.98327397881802,35.37841193875076,1.1459151667214005,0.4265830366573348,0.3443620674322731,Nature,1
-saugeen/M/short,Prism,392.698284236704,392.698284236704,12.311636291297432,0.7214225728198167,0.3554457490292233,0.35247308024757007,4.525014341641773,19.81661636699626,0.5949542558988931,0.3696322456333119,0.2871553275586734,Nature,1
-saugeen/W/short,Prism,959.533222677891,959.533222677891,14.520773459183607,1.1780127988440068,0.3661568217224901,0.37967851096666116,9.61868597490763,30.976333267155603,0.9350463776112359,0.43832162141409475,0.34772729503197675,Nature,1
-solar/10T/long,Prism,18.03362438066264,18.03362438066264,1.8096914894391238,0.7918034271581409,3.400712023715232,1.4462854142148014,4.3545852656552,4.2466015095206,0.9178349880101564,0.39113586777275716,0.29343275176383116,Energy,1
-solar/10T/medium,Prism,18.470316765907413,18.470316765907413,1.8244138808596952,0.7972663774700698,3.5921507344825394,1.4482987360836015,4.140619979294184,4.297710642412704,0.9536790702841678,0.40484469022675623,0.2969278970602769,Energy,1
-solar/10T/short,Prism,19.93315782714636,19.93315782714636,1.9433104716983836,0.8544110388026221,5.594673988896694,1.5070080731008542,3.929662859009517,4.464656518383733,1.2987680892916202,0.5653088021073112,0.4298360768184523,Energy,1
-solar/D/short,Prism,122234.62301786378,122234.62301786378,246.35145258108423,0.9605357823406403,1.0577925887521977,0.4211131095680402,5.437776844220969,349.6206844822883,0.5050828289039295,0.35589395621285036,0.27207669877870155,Energy,1
-solar/H/long,Prism,673.5309613404512,673.5309613404512,11.4504584463105,0.8711341418363443,4.790447369651799,1.3954034080844684,4.658636889024975,25.9524750523038,0.8998197256084419,0.39700831448580287,0.2981487600001556,Energy,1
-solar/H/medium,Prism,684.4692684519861,684.4692684519861,11.040838340155002,0.8429224690515111,4.155299923511092,1.394899131681931,4.431484540399976,26.162363586877735,0.9424293993708424,0.39771676633535474,0.2985132769400087,Energy,1
-solar/H/short,Prism,636.5940461760285,636.5940461760285,10.70419505865361,0.8253369142890177,4.143454902565396,1.3962678989261266,3.97375837223032,25.230815408464874,0.9300162572853473,0.39456019413314075,0.29811648895299425,Energy,1
-solar/W/short,Prism,1628020.105346276,1628020.105346276,1028.8950645214343,1.1254829149327141,0.23217499146542794,0.20129854873988307,7.222341217872902,1275.9389112909269,0.26045101977683155,0.21002319658613744,0.15130305929656068,Energy,1
-sz_taxi/15T/long,Prism,15.353504513806385,15.353504513806385,2.672187952429182,0.5038889145305745,6397493973820.408,0.39545527279441994,3.840022896118336,3.91835482234654,0.36267592487519096,0.2473329448268852,0.19659710906891004,Transport,1
-sz_taxi/15T/medium,Prism,16.182563663951342,16.182563663951342,2.7343088885473037,0.53295464488162,9549110756275.229,0.40266973075182844,3.794617390992108,4.022755730087441,0.3743845558981148,0.25447307458183616,0.20066780000891035,Transport,1
-sz_taxi/15T/short,Prism,16.477009768884823,16.477009768884823,2.702936513228128,0.5391502148275733,1073412614831.165,0.38915590879530504,3.8022422500793485,4.059188314045657,0.3795514794371049,0.25273613172132486,0.1985054240396696,Transport,1
-sz_taxi/H/short,Prism,7.108464745885362,7.108464745885362,1.8325735230191724,0.5581558154902266,1.103858879783938,0.29320483709532436,3.876816517297956,2.6661704270142526,0.24837022865092553,0.17071553278070728,0.13413966694512333,Transport,1
-temperature_rain/D/short,Prism,178.36323263075664,178.36323263075664,5.684568837266025,1.3209219922776665,22.648077802383458,1.5052433264025564,18.715321425319228,13.355269844924761,1.5722683625751455,0.669224047248317,0.5407707895588441,Nature,1
-us_births/D/short,Prism,136506.37483640024,136506.37483640024,213.16259208900388,0.31378333575671075,0.020654701295448576,0.020293480579659448,2.7580816765473695,369.4676911942372,0.034634597992071046,0.019982263293677756,0.01630139672087029,Healthcare,1
-us_births/M/short,Prism,42011311.02346175,42011311.02346175,5414.7844250217795,0.6111887902715386,0.016655030470459613,0.016842167965214812,3.9714840134163527,6481.613304067264,0.020131846731351693,0.016818283506583827,0.01236410259368042,Healthcare,1
-us_births/W/short,Prism,1679647.9109377803,1679647.9109377803,1007.1605065894075,0.915958367583644,0.013656030506804282,0.013672731812108988,6.230230878483724,1296.0123112601132,0.017593240045613207,0.013672105120406185,0.010738408204430732,Healthcare,1

results/Prism/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "Prism",
-    "model_type": "agentic",
-    "model_dtype": "bfloat16",
-    "model_link": "https://huggingface.co/birlaailabs/Prism",
-    "code_link": "",
-    "org": "Birla AI Labs",
-    "testdata_leakage": "No",
-    "replication_code_available": "No"
-}

results/RAES-Conductance-Ensemble-V/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,RAES-Conductance-Ensemble-V,5638371.732033539,5638371.732033539,367.75581366911103,0.9175259515459168,3.341670503305292,0.8233354112341082,21.85988145943682,2374.525580412546,6.275162134622835,0.9718688127684332,0.806582678819368,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,RAES-Conductance-Ensemble-V,3972996.782526061,3972996.782526061,296.7625756751314,0.922678293654104,4.452882114932632,0.7888244228718336,20.095119957266,1993.2377636714743,6.056006870709125,0.9016466725713445,0.5958079628067434,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,RAES-Conductance-Ensemble-V,1603086.8303740164,1603086.8303740164,135.86995648848335,0.6200028711994859,1.5824095346520524,0.709262084895994,13.414571671559708,1266.1306529635938,3.975337115867689,0.4265980605522285,0.3449510223541225,Web/CloudOps,2
-bitbrains_fast_storage/H/short,RAES-Conductance-Ensemble-V,2942650.532211141,2942650.532211141,292.0852416366856,1.067530549075558,3.883021970496216,0.5814351530194842,22.434349139149173,1715.4155567124665,4.889491578703148,0.8325378207383431,0.6148646641207637,Web/CloudOps,2
-bitbrains_rnd/5T/long,RAES-Conductance-Ensemble-V,2348073.4356846944,2348073.4356846944,158.8178155646857,3.242298077038253,1.3577732101478788,0.6674103183056098,114.656393371636,1532.3424668411087,5.870058758145598,0.6083952702341338,0.6077673418895261,Web/CloudOps,2
-bitbrains_rnd/5T/medium,RAES-Conductance-Ensemble-V,2298316.046078388,2298316.046078388,147.26242405065238,4.399678168790492,0.5052017442550143,0.7080381384911868,163.87174850524963,1516.0198039862105,6.378668122000223,0.6196080865108009,0.5960801450218078,Web/CloudOps,2
-bitbrains_rnd/5T/short,RAES-Conductance-Ensemble-V,1673092.12230237,1673092.12230237,113.14032567278504,1.5801923163973,1.0757374022347637,0.6338549634886189,51.032328352977295,1293.4806230873232,5.292549297242092,0.4629375503902039,0.3726048701457872,Web/CloudOps,2
-bitbrains_rnd/H/short,RAES-Conductance-Ensemble-V,2235573.0294696013,2235573.0294696013,196.98314415000291,5.809325524504389,3.010030253358116,0.5586869920028766,197.04698161166527,1495.1832762138563,6.543653627215469,0.8620946249355383,0.6697196831892436,Web/CloudOps,2
-bizitobs_application/10S/long,RAES-Conductance-Ensemble-V,6402541.795555555,6402541.795555555,1535.9975,3.2731282365695806,0.0476013098822699,0.0486348594373355,72.60439565545394,2530.3244447215766,0.0975844998370551,0.0592372840175285,0.0546884051520137,Web/CloudOps,2
-bizitobs_application/10S/medium,RAES-Conductance-Ensemble-V,4608678.826666667,4608678.826666667,1173.628333333333,2.468208258396144,0.0353520202636718,0.036206760989364,35.92321256328055,2146.783367428271,0.0842978644779315,0.0460849304554245,0.0409816328832849,Web/CloudOps,2
-bizitobs_application/10S/short,RAES-Conductance-Ensemble-V,350700.44444444444,350700.44444444444,331.1220833333333,0.9533217933281294,0.0139558071560329,0.0140337753295898,5.947966460577738,592.1996660286499,0.0228387740290102,0.0127700552213739,0.0096823635360575,Web/CloudOps,2
-bizitobs_l2c/5T/long,RAES-Conductance-Ensemble-V,118.33850847274536,118.33850847274536,6.077939966595362,0.6064908389649042,0.4503906544457082,0.7893094657716297,3.4539642405204383,10.878350448149083,0.6108031164940005,0.3412672437015986,0.2691925154345478,Web/CloudOps,7
-bizitobs_l2c/5T/medium,RAES-Conductance-Ensemble-V,111.44142581786022,111.44142581786022,6.146854371765033,0.6215585080121612,0.4235852684138554,0.7185434333321189,3.41221843990027,10.556582108706408,0.5554314759549612,0.3234149425479176,0.2518559736324187,Web/CloudOps,7
-bizitobs_l2c/5T/short,RAES-Conductance-Ensemble-V,16.059041341145832,16.059041341145832,2.233942376999628,0.2312076882805537,0.1101576894549384,0.1913435975260351,2.331712158188952,4.007373371816736,0.137629422211462,0.0767226235425061,0.0612583061660722,Web/CloudOps,7
-bizitobs_l2c/H/long,RAES-Conductance-Ensemble-V,99.56886092897446,99.56886092897446,5.755020722888765,0.6107828837342615,0.7120026713910353,0.8073437221466548,15.002674188255908,9.978419761113202,0.6095107037503958,0.3515332903288,0.3212908221211429,Web/CloudOps,7
-bizitobs_l2c/H/medium,RAES-Conductance-Ensemble-V,73.60548531668526,73.60548531668526,5.040342167445592,0.5085751385579764,0.5616613788930584,0.79505371820359,10.486613907787998,8.579363922616015,0.5194935293908364,0.3052003814643358,0.2738149897555715,Web/CloudOps,7
-bizitobs_l2c/H/short,RAES-Conductance-Ensemble-V,51.82110305059524,51.82110305059524,4.317893376426091,0.4206393707854118,0.3594347178507194,0.5943920303203886,2.7291461656729594,7.198687592234799,0.3880276973790066,0.2327455113054213,0.1818618572725514,Web/CloudOps,7
-bizitobs_service/10S/long,RAES-Conductance-Ensemble-V,131141.26899470898,131141.26899470898,76.45482142857144,1.2999944719663274,0.0735180986999834,0.0715070080633039,20.80533455267016,362.1343245188296,0.2682806847469078,0.0566401759134908,0.0525573483541307,Web/CloudOps,2
-bizitobs_service/10S/medium,RAES-Conductance-Ensemble-V,42301.805714285714,42301.805714285714,45.64089285714286,1.0598884646645204,0.061601339673239,0.0568402079040107,10.009644352005582,205.67402780683253,0.1547951200584567,0.0343504114969342,0.0254394413358957,Web/CloudOps,2
-bizitobs_service/10S/short,RAES-Conductance-Ensemble-V,1807.7659523809525,1807.7659523809525,17.62182705026455,0.6779335158674583,0.0535541328551277,0.044654541015625,5.257031475960209,42.51783099337209,0.0314985693867792,0.0130548132182732,0.0100787305028287,Web/CloudOps,2
-car_parts/M/short,RAES-Conductance-Ensemble-V,1.379375353654826,1.379375353654826,0.4522476767354239,0.8265859812656304,0.846109142372646,1.907674105816412,15.108853375826529,1.1744681152142131,2.8162540628280923,1.0844435370460452,0.9362376936552526,Sales,1
-covid_deaths/D/short,RAES-Conductance-Ensemble-V,522286.2514853578,522286.2514853578,110.01644685009306,32.4033037623041,0.0860261887663347,0.3600544216209336,543.468551097237,722.6937466765281,0.2719170263984595,0.0413942215772227,0.0351764039262792,Healthcare,1
-electricity/15T/long,RAES-Conductance-Ensemble-V,319000.44490447093,319000.44490447093,57.84972011720437,0.8734206282026211,0.1251715373315331,0.1310267784102364,7.404760755454681,564.8012437171778,0.8910432135478713,0.0912650265725875,0.073492925637171,Energy,1
-electricity/15T/medium,RAES-Conductance-Ensemble-V,263995.7639956001,263995.7639956001,51.57456668597035,0.8065806527146451,0.119521915921141,0.1272580668693995,7.048386417558438,513.8051809738786,0.8853380604931558,0.0888681713056787,0.0718746948833012,Energy,1
-electricity/15T/short,RAES-Conductance-Ensemble-V,126713.40295921155,126713.40295921155,46.91074343907586,0.8698200926782048,0.1508240010772392,0.1516157934788681,9.704551367705593,355.96826116834006,0.7016836181459487,0.0924703232760423,0.0770716291350567,Energy,1
-electricity/D/short,RAES-Conductance-Ensemble-V,1395366992.467327,1395366992.467327,4290.00518916582,1.3720676574604302,0.2419281534169839,0.0911786120260084,10.891111002566408,37354.61139494463,0.6138603235974498,0.0704990327917711,0.0553920027625684,Energy,1
-electricity/H/long,RAES-Conductance-Ensemble-V,8614869.263449835,8614869.263449835,279.8231646213727,1.1939151002651027,0.2916695705424657,0.1423509371939364,9.803613791502404,2935.109753220454,1.157606450226338,0.1103621763830232,0.0873057072606496,Energy,1
-electricity/H/medium,RAES-Conductance-Ensemble-V,5848721.256455903,5848721.256455903,244.1731091585533,1.0709101012240496,0.2325252562743696,0.1299792006611824,8.937491660120099,2418.412962348636,0.9439862622070362,0.0953088096344834,0.0758640393497007,Energy,1
-electricity/H/short,RAES-Conductance-Ensemble-V,1618075.007334257,1618075.007334257,165.54620420864225,0.909135424026812,0.1891440115683731,0.1230762390068287,10.372727804169363,1272.0357728201895,0.6004917296779377,0.0781496311903775,0.0638223276685304,Energy,1
-electricity/W/short,RAES-Conductance-Ensemble-V,39167753602.20903,39167753602.20903,26505.73079633283,1.441642831368594,0.1387112637178443,0.0937793512308449,11.170854796664331,197908.44752614532,0.4515617747426278,0.0604773317604908,0.0480167449252143,Energy,1
-ett1/15T/long,RAES-Conductance-Ensemble-V,8.89334783849262,8.89334783849262,1.582189669836135,1.0201425842035992,0.7758675558211213,0.3974982334318615,7.373285461621061,2.9821716648262586,0.5684048381338329,0.3015668996481547,0.2344642962226429,Energy,7
-ett1/15T/medium,RAES-Conductance-Ensemble-V,8.863968460635533,8.863968460635533,1.5587865292079863,0.9866617499147118,0.732689523804024,0.3807671964736212,7.282254236363169,2.977241753810989,0.5674651895839983,0.2971062367326147,0.2296594749041156,Energy,7
-ett1/15T/short,RAES-Conductance-Ensemble-V,4.94947509765625,4.94947509765625,1.062300763811384,0.6757486792035314,0.4833887678445131,0.2296448230378924,4.770307558201408,2.2247415799719863,0.4205687638315266,0.200819062796078,0.1583436594203357,Energy,7
-ett1/D/short,RAES-Conductance-Ensemble-V,39389.57912016369,39389.57912016369,132.34845639183408,1.6268802155402076,1.10266872739035,0.4737175415432642,11.221240927473442,198.4680808597788,0.521283017263399,0.3476176238476958,0.2694105148257508,Energy,7
-ett1/H/long,RAES-Conductance-Ensemble-V,141.56247404391172,141.56247404391172,7.000880262586805,1.320468619618736,5628966281717.463,0.4673179737474552,9.132931678645628,11.898002943515843,0.5697695802249156,0.3352569861812683,0.2578012583777631,Energy,7
-ett1/H/medium,RAES-Conductance-Ensemble-V,135.29723106338864,135.29723106338864,6.755603790283203,1.2358423099129645,3867521233119.343,0.4384532531102498,8.857397659769862,11.631733794382876,0.5571325017570886,0.3235774225144084,0.2521342126901391,Energy,7
-ett1/H/short,RAES-Conductance-Ensemble-V,79.73008176492793,79.73008176492793,4.552430932720502,0.7623901840518769,0.4193563185632228,0.244954300121892,5.513460443368198,8.929170273039256,0.4167609074355487,0.2124805764189414,0.1654812363842035,Energy,7
-ett1/W/short,RAES-Conductance-Ensemble-V,1525861.4663783482,1525861.4663783482,960.4626039777484,1.5982539655140044,0.7527792360633612,0.5573125242122582,8.315746157337662,1235.257651819388,0.4915385110057014,0.3821910008333301,0.2777921735695488,Energy,7
-ett2/15T/long,RAES-Conductance-Ensemble-V,11.507861202784946,11.507861202784946,2.134334513951861,0.8875582834681649,0.1358792715088584,0.1645881919633774,7.185495852318699,3.3923238646663654,0.1807830671656664,0.1137425420398968,0.0919988009418233,Energy,7
-ett2/15T/medium,RAES-Conductance-Ensemble-V,10.507057162239438,10.507057162239438,2.0121585076952737,0.8389078300137479,0.1271078840521856,0.1541131950938512,6.606442790426398,3.241459110067477,0.1727432142780481,0.1072315634575339,0.085746076875175,Energy,7
-ett2/15T/short,RAES-Conductance-Ensemble-V,7.011576104154145,7.011576104154145,1.6721623491673243,0.7093860067151916,0.0996626149795598,0.1200037966925828,4.544352628252001,2.6479380854079926,0.1257070439572976,0.079383497329065,0.0621864152604938,Energy,7
-ett2/D/short,RAES-Conductance-Ensemble-V,112603.08571428571,112603.08571428571,200.4631200396825,1.3032064692451444,0.4253072587270585,0.1328234529041665,11.922359023774934,335.56383254797544,0.1920520349202895,0.1147303326397282,0.0925549136379072,Energy,7
-ett2/H/long,RAES-Conductance-Ensemble-V,217.7561353572462,217.7561353572462,9.013237378963089,1.0058152793161976,0.1732509419026241,0.1691489658658466,9.004889735934583,14.756562450558944,0.2020797675053396,0.1234293501697143,0.1014411653638859,Energy,7
-ett2/H/medium,RAES-Conductance-Ensemble-V,250.5897693452381,250.5897693452381,9.763457961309523,1.0410474697006191,0.1731327652599902,0.1685907534400343,7.580662741067863,15.8300274587645,0.2133197999165742,0.1315688746735114,0.1065719030613471,Energy,7
-ett2/H/short,RAES-Conductance-Ensemble-V,96.87242551190512,96.87242551190512,6.150930651312783,0.7139784255181884,0.1146900447634937,0.1066317759188158,4.939744186806092,9.84237905751984,0.1248287460941393,0.0780109113892288,0.0618627070558545,Energy,7
-ett2/W/short,RAES-Conductance-Ensemble-V,2752401.714285714,2752401.714285714,1159.29638671875,0.764458895037411,0.1168516278266906,0.1241355989998653,10.015425894913887,1659.036381242351,0.1391677178083357,0.0972471937488695,0.0842624559983792,Energy,7
-hierarchical_sales/D/short,RAES-Conductance-Ensemble-V,29.040033766862624,29.040033766862624,2.2950135084753835,0.7407427684755963,0.637639153607371,1.0702313205534488,6.522994110675489,5.388880567136613,1.6532488797452682,0.704084728658823,0.572076884921414,Sales,1
-hierarchical_sales/W/short,RAES-Conductance-Ensemble-V,415.6216740177597,415.6216740177597,8.4028673358893,0.6854002745407285,0.4952959583640131,0.4387152852743106,5.905049319163608,20.38680146608976,0.935968027234488,0.3857797495388038,0.3211399395772934,Sales,1
-hospital/M/short,RAES-Conductance-Ensemble-V,2456.470990873533,2456.470990873533,17.293195383800523,0.7524566437332738,0.1915498855371985,0.1721637905868554,5.034482791061967,49.56279845684193,0.179924467582418,0.0627783149681999,0.0494552858300345,Healthcare,1
-jena_weather/10T/long,RAES-Conductance-Ensemble-V,1392.1805555555557,1392.1805555555557,9.436579241071428,0.6356543499196855,0.7759122858920866,0.6376471662631776,6.172624612657466,37.31193583232523,0.2283181332903902,0.0577440464802066,0.0497186559198182,Nature,21
-jena_weather/10T/medium,RAES-Conductance-Ensemble-V,1510.3255411255411,1510.3255411255411,9.32295274170274,0.5843974361136091,0.7385096696644087,0.6434808302739913,5.550501656348378,38.86290700816836,0.2385009959350074,0.0572148015968996,0.0479391516803501,Nature,21
-jena_weather/10T/short,RAES-Conductance-Ensemble-V,786.5325892857143,786.5325892857143,5.281269763764881,0.2552642161301929,0.3345838239745796,0.5435500567044342,2.2573669250514343,28.045188344629,0.1741957692546259,0.0328033043613489,0.0266464426701613,Nature,21
-jena_weather/D/short,RAES-Conductance-Ensemble-V,349.6228703554391,349.6228703554391,9.245266174078578,1.0149596965679488,0.5808363701587199,0.4489616159290548,6.747808681303777,18.69820500356757,0.1125937535010827,0.0556716123530301,0.044377717200187,Nature,21
-jena_weather/H/long,RAES-Conductance-Ensemble-V,1496.1189101697216,1496.1189101697216,12.30944549322483,1.0062329191033816,2.673267998972024,0.6777719888737592,8.17635652467095,38.67969635570736,0.2328946386357227,0.0741165037488127,0.0594422962081929,Nature,21
-jena_weather/H/medium,RAES-Conductance-Ensemble-V,1592.4055995279834,1592.4055995279834,10.70055898201785,0.7583724119888156,1.918145611818333,0.6690112058605466,5.797927919263039,39.90495707964092,0.2441855036288462,0.0654786165768685,0.0527878734155491,Nature,21
-jena_weather/H/short,RAES-Conductance-Ensemble-V,1122.2527983935015,1122.2527983935015,8.26201435716183,0.5237387827793283,1.0453435290412505,0.6062071089338708,4.451434106315079,33.500041767041154,0.2053531127969904,0.050645619429819,0.0408186768962738,Nature,21
-kdd_cup_2018/D/short,RAES-Conductance-Ensemble-V,2855.2954781719545,2855.2954781719545,20.971406973235048,1.1944194534016244,0.5093659093004408,0.4636202013883369,8.822355335209048,53.434964940308085,1.1969999510942175,0.4697817833207424,0.3683556425056478,Nature,1
-kdd_cup_2018/H/long,RAES-Conductance-Ensemble-V,3427.8542097983222,3427.8542097983222,19.52321639064243,0.8475699066641171,0.9005240180412832,0.5059084250412771,7.369613285369736,58.54787963537469,1.3737698424966145,0.4580935479309014,0.3696933379125122,Nature,1
-kdd_cup_2018/H/medium,RAES-Conductance-Ensemble-V,4682.499941256712,4682.499941256712,22.2978247568083,0.9271563572808408,0.874339067238864,0.5051076421059512,7.949095956388343,68.42879467926285,1.432338602598833,0.4667338552850353,0.3780848080864067,Nature,1
-kdd_cup_2018/H/short,RAES-Conductance-Ensemble-V,4339.342564657947,4339.342564657947,20.961254601411245,0.8634513168348521,0.7636615931123868,0.4679120542618289,7.365577109870303,65.87368643592028,1.378855559955645,0.4387570214233747,0.3532140906822855,Nature,1
-loop_seattle/5T/long,RAES-Conductance-Ensemble-V,45.33168064421435,45.33168064421435,3.520749611466894,0.5637098428613059,0.1073051476779299,0.0813502030746609,5.048309837306514,6.732880560667503,0.1190387125537736,0.0622475769764238,0.0497943056833955,Transport,1
-loop_seattle/5T/medium,RAES-Conductance-Ensemble-V,22.95559969978805,22.95559969978805,2.744823166312817,0.4482860477414464,0.0746052096516539,0.0633162863614081,3.279466480607125,4.791200235826932,0.0852452973421869,0.0488360442993831,0.0382888798638813,Transport,1
-loop_seattle/5T/short,RAES-Conductance-Ensemble-V,32.733250998072826,32.733250998072826,3.039965755282541,0.486355494649514,0.0827072759782674,0.0641644905271321,4.100535813609488,5.721298016890295,0.0981076295897719,0.0521287011101993,0.0413344236947894,Transport,1
-loop_seattle/D/short,RAES-Conductance-Ensemble-V,18.8367300374097,18.8367300374097,2.9678559766834365,0.8945066285162865,0.0547695589016342,0.0547178530225566,7.223203383139835,4.34013018668907,0.0775639288486187,0.0530395540931992,0.0428532569745227,Transport,1
-loop_seattle/H/long,RAES-Conductance-Ensemble-V,62.43861799105607,62.43861799105607,4.185001048116615,0.8755626419228728,0.1178148855570874,0.096806342247768,6.8895838658704776,7.901811057666215,0.1412159453343319,0.0747915730864748,0.0595073925097561,Transport,1
-loop_seattle/H/medium,RAES-Conductance-Ensemble-V,71.11179050567596,71.11179050567596,4.43558497000774,0.9099620216989204,0.1126134803543641,0.1015761548163703,7.154059361020384,8.43278071016174,0.1490484510180632,0.0783984656854637,0.0626733900660799,Transport,1
-loop_seattle/H/short,RAES-Conductance-Ensemble-V,57.01916589437021,57.01916589437021,4.024839223366805,0.8160503986948947,0.1123947832276305,0.0930986976799652,6.333785570362527,7.551103620953047,0.1336622139135554,0.0712437477017993,0.0568692769776765,Transport,1
-m4_daily/D/short,RAES-Conductance-Ensemble-V,355340.77906456776,355340.77906456776,171.31083849532047,3.233807552606445,0.0366783930461689,0.0300366777170237,26.75761995568889,596.104671231964,0.0920816974740723,0.0264627901199877,0.0209858187881594,Econ/Fin,1
-m4_hourly/H/short,RAES-Conductance-Ensemble-V,791506.6332563803,791506.6332563803,179.71423638740407,0.7219547618634579,0.0859704511575685,0.0785390246421812,5.449930978657728,889.6665854444464,0.1214591399571732,0.0245349628128044,0.0201459036319966,Econ/Fin,1
-m4_monthly/M/short,RAES-Conductance-Ensemble-V,1788827.6431586936,1788827.6431586936,541.875780513269,0.9032173557848354,0.1552360025224127,0.1284302303394153,7.411150322932977,1337.4706139421132,0.2779723085602747,0.1126203896310003,0.0898521683179074,Econ/Fin,1
-m4_quarterly/Q/short,RAES-Conductance-Ensemble-V,1734985.2423177478,1734985.2423177478,545.6820669454734,1.145633171475027,0.1101106940034994,0.0996845115142599,8.751282241755144,1317.1883852804608,0.2204741405884114,0.0913375687857243,0.0728439311846101,Econ/Fin,1
-m4_weekly/W/short,RAES-Conductance-Ensemble-V,276135.6040282837,276135.6040282837,257.91589886436685,1.906738629347018,0.0620438383865438,0.0619554679651342,13.208693661502842,525.4860645424232,0.0957354173238954,0.0469882797629438,0.0372381754841812,Econ/Fin,1
-m4_yearly/A/short,RAES-Conductance-Ensemble-V,3443777.214910284,3443777.214910284,862.535278154047,3.2361825533652184,0.1631643412560336,0.1455581046398407,27.9683007730182,1855.7416886275644,0.2975767799933657,0.1383115291727842,0.1115437487478533,Econ/Fin,1
-m_dense/D/short,RAES-Conductance-Ensemble-V,9653.634074074074,9653.634074074074,44.56868344907407,0.6615476773477059,0.1235088916775736,0.0953495274495805,7.141583601733973,98.2529087308568,0.1700903185221211,0.0771549836222186,0.0644115399389352,Transport,1
-m_dense/H/long,RAES-Conductance-Ensemble-V,37458.58041208526,37458.58041208526,82.49683296109423,0.7182017187015375,0.2604597159526551,0.2135668274208351,10.146083256338695,193.5421928471548,0.3350501640043953,0.1428142205420101,0.1195886188933337,Transport,1
-m_dense/H/medium,RAES-Conductance-Ensemble-V,39792.32720662435,39792.32720662435,81.75312630123562,0.7038857650150354,0.2560286372058957,0.2057977196243074,10.532341907141602,199.48014238671564,0.3470702584411216,0.1422401164058376,0.1200467539418873,Transport,1
-m_dense/H/short,RAES-Conductance-Ensemble-V,45092.566666666666,45092.566666666666,86.64946614583333,0.7645411861800249,0.2730448721309859,0.2064106520158116,9.52481612619295,212.35010399495135,0.376656170232692,0.1536945612796725,0.1286803400103826,Transport,1
-restaurant/D/short,RAES-Conductance-Ensemble-V,137.9477507026075,137.9477507026075,7.066059452073184,0.6776595357377769,0.6683491874923556,0.3897639122916234,4.54608607294764,11.745116036149131,0.5405374531440148,0.3251964278796619,0.2543246080761276,Sales,1
-saugeen/D/short,RAES-Conductance-Ensemble-V,1027.0369739659627,1027.0369739659627,12.161436710357666,2.7013977534383917,0.2717053250471751,0.3151914711793264,28.51763355898198,32.04741758653827,1.038023476028483,0.3939118268577308,0.3284346049797301,Nature,1
-saugeen/M/short,RAES-Conductance-Ensemble-V,334.62823994954425,334.62823994954425,11.425887334914435,0.6693880695793137,0.3414120674133301,0.3235358879679725,4.031416184967769,18.29284668796916,0.5492060996561475,0.3430393926849003,0.2684195684426729,Nature,1
-saugeen/W/short,RAES-Conductance-Ensemble-V,341.02423934936525,341.02423934936525,9.178376483917235,0.7440621388949744,0.2651020281016826,0.2674923747777938,6.369307441047748,18.46684161813723,0.5574369682852832,0.2770569254219799,0.2290855828453788,Nature,1
-solar/10T/long,RAES-Conductance-Ensemble-V,19.76797062533712,19.76797062533712,1.8232387763450328,0.7977538496016522,3.506997821135816,1.4430298589755024,3.90918788612962,4.446118602257156,0.9609574168164328,0.3940638974107916,0.2927285203840797,Energy,1
-solar/10T/medium,RAES-Conductance-Ensemble-V,21.036034392390302,21.036034392390302,1.8221175236133476,0.7964366428333357,3.800437274720871,1.4416875252902712,3.682571381553124,4.586505684329881,1.0177638383614716,0.4043351196782333,0.2939822557613379,Energy,1
-solar/10T/short,RAES-Conductance-Ensemble-V,16.64216505860723,16.64216505860723,1.5266270991018236,0.6575393814029155,3.457381016684572,1.4877198292300504,4.726342271100644,4.07948097907163,1.1867205656835365,0.4440956543070382,0.3503722276966048,Energy,1
-solar/D/short,RAES-Conductance-Ensemble-V,122263.39638267944,122263.39638267944,250.68475689296304,0.9774305766995088,1.0568706105225278,0.426717407569978,4.835117858457721,349.6618314638866,0.505142268798906,0.3621541027799946,0.272309000004324,Energy,1
-solar/H/long,RAES-Conductance-Ensemble-V,684.8756231724104,684.8756231724104,10.865313329642513,0.825998981411415,4.460758840663704,1.3914585306311873,4.895586382813735,26.17012845158408,0.90736616477532,0.3767202634575963,0.2865623361756594,Energy,1
-solar/H/medium,RAES-Conductance-Ensemble-V,669.4413154546362,669.4413154546362,10.269010404600714,0.7835041073960479,3.665040746528674,1.392794837858845,4.573718296845871,25.873564026910483,0.9320261650693584,0.3699137226128873,0.2849643391941943,Energy,1
-solar/H/short,RAES-Conductance-Ensemble-V,588.2769512188604,588.2769512188604,9.66555843610192,0.7441310898630435,3.5220010698341,1.3927068302349974,4.104384671245741,24.254421271571506,0.8940260459030958,0.3562757030282925,0.2729783198944448,Energy,1
-solar/W/short,RAES-Conductance-Ensemble-V,1808328.666457573,1808328.666457573,1091.556346809777,1.1966747520613688,0.2477723401393333,0.2126481975190831,6.803486526015741,1344.7411150320247,0.2744952695833863,0.2228139307511769,0.1626926969669321,Energy,1
-sz_taxi/15T/long,RAES-Conductance-Ensemble-V,15.585027154558404,15.585027154558404,2.688536380430912,0.5068196787497227,6370077685968.885,0.3955184242877573,4.555848134966978,3.947787627844032,0.3654001905712426,0.2488461382365895,0.2023465474045823,Transport,1
-sz_taxi/15T/medium,RAES-Conductance-Ensemble-V,16.246455996260682,16.246455996260682,2.74126936431624,0.5345758787491293,10382374034293.717,0.4031586202139366,4.035509388060278,4.030689270616215,0.3751229148949411,0.2551208702568384,0.2020523302401886,Transport,1
-sz_taxi/15T/short,RAES-Conductance-Ensemble-V,16.70009962368361,16.70009962368361,2.7168630709432717,0.5419250704615644,1042430253814.9633,0.3879225722444244,3.856826598408213,4.0865755374988,0.3821122903158075,0.2540383166752797,0.1995325610904478,Transport,1
-sz_taxi/H/short,RAES-Conductance-Ensemble-V,7.201620509481837,7.201620509481837,1.8437661717080664,0.5614309099173259,0.9579658834343284,0.2950056679228432,3.8884640370586,2.6835835201241336,0.249992364992322,0.17175819656875,0.1354020882955285,Transport,1
-temperature_rain/D/short,RAES-Conductance-Ensemble-V,151.97649114379954,151.97649114379954,5.376678272062279,1.3007495402783231,45.35214347989992,1.462045692728327,20.556040138343096,12.327874559055164,1.451316774174443,0.6329771874464388,0.5257566873227283,Nature,1
-us_births/D/short,RAES-Conductance-Ensemble-V,122498.0121875,122498.0121875,216.5319140625,0.3186777958568058,0.0208148318529129,0.0206297110517819,2.754576036616567,349.99716025633694,0.0328093937108884,0.0202981098882221,0.016058372725499,Healthcare,1
-us_births/M/short,RAES-Conductance-Ensemble-V,23571974.0,23571974.0,4045.44921875,0.4581106278386818,0.0124200421075026,0.0124976237614949,3.2384064446987693,4855.097733310834,0.0150799004580252,0.0125651376919131,0.0094270329800251,Healthcare,1
-us_births/W/short,RAES-Conductance-Ensemble-V,1692045.9598214286,1692045.9598214286,1002.1928013392856,0.9105734103058506,0.0135211939258234,0.0135626949902091,5.697873581799436,1300.7866696047545,0.0176580514919947,0.0136046690087412,0.0105102396407876,Healthcare,1

results/RAES-Conductance-Ensemble-V/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "RAES-Conductance-Ensemble-V",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "https://github.com/AriGoldbach/raes-conductance-v",
-    "code_link": "https://github.com/AriGoldbach/raes-conductance-v",
-    "org": "SETI",
-    "testdata_leakage": "No",
-    "replication_code_available": "Yes"
-}

results/RAES-Conductance-Ensemble/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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/long,RAES-Conductance-Ensemble,3764560.182136522,3764560.182136522,311.8118974577426,1.0443920730904832,4.017412770111333,0.8067188169857037,28.28738176421152,1940.24745384101,5.127494805112658,0.8240257608491148,0.6125487178695066,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,RAES-Conductance-Ensemble,3972996.782526061,3972996.782526061,296.7625756751314,0.922678293654104,4.452882114932632,0.7888244228718336,20.095119957266,1993.2377636714743,6.056006870709125,0.9016466725713445,0.5958079628067434,Web/CloudOps,2
-bitbrains_fast_storage/5T/short,RAES-Conductance-Ensemble,1603086.8303740164,1603086.8303740164,135.86995648848335,0.6200028711994859,1.5824095346520524,0.709262084895994,13.414571671559708,1266.1306529635938,3.975337115867689,0.4265980605522285,0.3449510223541225,Web/CloudOps,2
-bitbrains_fast_storage/H/short,RAES-Conductance-Ensemble,2665994.5506858937,2665994.5506858937,286.61201578284454,0.9340666313475648,3.494808144372756,0.5604744097765231,73.71274582816918,1632.787356236535,4.653974200774611,0.8169373200928497,0.6368159765025884,Web/CloudOps,2
-bitbrains_rnd/5T/long,RAES-Conductance-Ensemble,2348073.4356846944,2348073.4356846944,158.8178155646857,3.242298077038253,1.3577732101478788,0.6674103183056098,114.656393371636,1532.3424668411087,5.870058758145598,0.6083952702341338,0.6077673418895261,Web/CloudOps,2
-bitbrains_rnd/5T/medium,RAES-Conductance-Ensemble,2420113.341921431,2420113.341921431,155.48740714899554,4.321594108112,0.8655858887581546,0.6934708976668211,158.746398539226,1555.6713476571556,6.545502697722575,0.6542148150304126,0.6587433484855357,Web/CloudOps,2
-bitbrains_rnd/5T/short,RAES-Conductance-Ensemble,1673092.12230237,1673092.12230237,113.14032567278504,1.5801923163973,1.0757374022347637,0.6338549634886189,51.032328352977295,1293.4806230873232,5.292549297242092,0.4629375503902039,0.3726048701457872,Web/CloudOps,2
-bitbrains_rnd/H/short,RAES-Conductance-Ensemble,2101363.6642939346,2101363.6642939346,157.24618515834788,5.784190120063003,1.5105400530525404,0.522258418283236,209.1068095694561,1449.608107142732,6.344194305914498,0.6881862398484374,0.6381817989508932,Web/CloudOps,2
-bizitobs_application/10S/long,RAES-Conductance-Ensemble,5508384.995555555,5508384.995555555,1444.5293055555555,2.9496628553199304,0.0426446957058376,0.0436458248562282,21.627559402395445,2346.9948861374955,0.0905142115516553,0.0557097213666283,0.0453959711241642,Web/CloudOps,2
-bizitobs_application/10S/medium,RAES-Conductance-Ensemble,2984731.7333333334,2984731.7333333334,963.6932291666668,2.106245147659174,0.0300162633260091,0.0306269709269205,21.91949247833057,1727.6376163227442,0.0678392444516726,0.0378413967907296,0.0314587238719329,Web/CloudOps,2
-bizitobs_application/10S/short,RAES-Conductance-Ensemble,350700.44444444444,350700.44444444444,331.1220833333333,0.9533217933281294,0.0139558071560329,0.0140337753295898,5.947966460577738,592.1996660286499,0.0228387740290102,0.0127700552213739,0.0096823635360575,Web/CloudOps,2
-bizitobs_l2c/5T/long,RAES-Conductance-Ensemble,85.39196252308194,85.39196252308194,5.707359774756053,0.5799223022107011,0.4016797913162768,0.7719799965146988,16.739368093261167,9.24077716012468,0.5188558242477923,0.3204597198802911,0.3000969346611913,Web/CloudOps,7
-bizitobs_l2c/5T/medium,RAES-Conductance-Ensemble,77.6847700776697,77.6847700776697,5.343154414819211,0.5360136266444104,0.3775395925697993,0.6504175643531643,14.23915300772101,8.813896418592046,0.4637405787480412,0.2811285046919383,0.2606326957113618,Web/CloudOps,7
-bizitobs_l2c/5T/short,RAES-Conductance-Ensemble,16.059041341145832,16.059041341145832,2.233942376999628,0.2312076882805537,0.1101576894549384,0.1913435975260351,2.331712158188952,4.007373371816736,0.137629422211462,0.0767226235425061,0.0612583061660722,Web/CloudOps,7
-bizitobs_l2c/H/long,RAES-Conductance-Ensemble,83.94332217261905,83.94332217261905,5.321744016617063,0.5656318033489568,0.6277122715768005,0.8065286864610371,4.660455804042531,9.162058839181238,0.5596449972274097,0.3250674840340573,0.2607088967320204,Web/CloudOps,7
-bizitobs_l2c/H/medium,RAES-Conductance-Ensemble,72.166796875,72.166796875,4.763531203497024,0.4842278382283201,0.4642346108959078,0.7625263436202193,3.2238614027562,8.495104288647669,0.5143914680000525,0.2884390497601479,0.2284694743490933,Web/CloudOps,7
-bizitobs_l2c/H/short,RAES-Conductance-Ensemble,46.108235677083336,46.108235677083336,4.123808361235119,0.406016475451965,0.3555639619164044,0.5910851614815849,2.7423540047059096,6.790304534929441,0.3660148047031623,0.2222838319263134,0.1729898254179938,Web/CloudOps,7
-bizitobs_service/10S/long,RAES-Conductance-Ensemble,131188.08042328042,131188.08042328042,76.91575396825397,1.3255743636958244,0.0791733708457341,0.0795542818907076,18.177093672718588,362.1989514386816,0.2683285624352049,0.0569816494745306,0.0511030143861602,Web/CloudOps,2
-bizitobs_service/10S/medium,RAES-Conductance-Ensemble,32671.25333333333,32671.25333333333,40.83285218253968,1.0111182526029088,0.0631121099562872,0.0564302716936383,10.496283283987042,180.7519110088005,0.1360381476638407,0.0307317667832217,0.0230732061885398,Web/CloudOps,2
-bizitobs_service/10S/short,RAES-Conductance-Ensemble,1807.7659523809525,1807.7659523809525,17.62182705026455,0.6779335158674583,0.0535541328551277,0.044654541015625,5.257031475960209,42.51783099337209,0.0314985693867792,0.0130548132182732,0.0100787305028287,Web/CloudOps,2
-car_parts/M/short,RAES-Conductance-Ensemble,1.379375353654826,1.379375353654826,0.4522476767354239,0.8265859812656304,0.846109142372646,1.907674105816412,15.108853375826529,1.1744681152142131,2.8162540628280923,1.0844435370460452,0.9362376936552526,Sales,1
-covid_deaths/D/short,RAES-Conductance-Ensemble,377489.7082706767,377489.7082706767,96.49346804511278,32.50570150751666,0.0852892402617012,0.3539809361802044,995.2156471288016,614.4019110245969,0.2311717090465571,0.0363061369431923,0.0301165004481775,Healthcare,1
-electricity/15T/long,RAES-Conductance-Ensemble,319000.44490447093,319000.44490447093,57.84972011720437,0.8734206282026211,0.1251715373315331,0.1310267784102364,7.404760755454681,564.8012437171778,0.8910432135478713,0.0912650265725875,0.073492925637171,Energy,1
-electricity/15T/medium,RAES-Conductance-Ensemble,263995.7639956001,263995.7639956001,51.57456668597035,0.8065806527146451,0.119521915921141,0.1272580668693995,7.048386417558438,513.8051809738786,0.8853380604931558,0.0888681713056787,0.0718746948833012,Energy,1
-electricity/15T/short,RAES-Conductance-Ensemble,126713.40295921155,126713.40295921155,46.91074343907586,0.8698200926782048,0.1508240010772392,0.1516157934788681,9.704551367705593,355.96826116834006,0.7016836181459487,0.0924703232760423,0.0770716291350567,Energy,1
-electricity/D/short,RAES-Conductance-Ensemble,1215366297.8348818,1215366297.8348818,4186.144554740562,1.4109550224510583,0.4625706190314568,0.0951576628588341,11.64300968602133,34862.104036258075,0.5729001498294684,0.0687922576366706,0.0543791946946559,Energy,1
-electricity/H/long,RAES-Conductance-Ensemble,8614869.263449835,8614869.263449835,279.8231646213727,1.1939151002651027,0.2916695705424657,0.1423509371939364,9.803613791502404,2935.109753220454,1.157606450226338,0.1103621763830232,0.0873057072606496,Energy,1
-electricity/H/medium,RAES-Conductance-Ensemble,6387548.208288289,6387548.208288289,245.04782798423423,1.0648926200866002,0.1949533830268085,0.1283647268789185,8.883081156260458,2527.3599285199343,0.9865118240487172,0.0956502384310064,0.0760280620938358,Energy,1
-electricity/H/short,RAES-Conductance-Ensemble,1656585.4024530607,1656585.4024530607,162.5633015257529,0.8733264019238164,0.1775271294828979,0.1211312608793377,10.220478705755902,1287.0840696912774,0.6075956005044574,0.0767414880942616,0.0636413804672506,Energy,1
-electricity/W/short,RAES-Conductance-Ensemble,39167753602.20903,39167753602.20903,26505.73079633283,1.441642831368594,0.1387112637178443,0.0937793512308449,11.170854796664331,197908.4475261453,0.4515617747426278,0.0604773317604908,0.0480167449252143,Energy,1
-ett1/15T/long,RAES-Conductance-Ensemble,8.863523685515872,8.863523685515872,1.585244140625,1.0033619393156958,0.7697234599594426,0.3854949970104996,7.379861689982661,2.977167057038599,0.5674509847235403,0.3021491006015844,0.2346837886085893,Energy,7
-ett1/15T/medium,RAES-Conductance-Ensemble,8.863968460635533,8.863968460635533,1.5587865292079863,0.9866617499147118,0.732689523804024,0.3807671964736212,7.282254236363169,2.977241753810989,0.5674651895839983,0.2971062367326147,0.2296594749041156,Energy,7
-ett1/15T/short,RAES-Conductance-Ensemble,4.94947509765625,4.94947509765625,1.062300763811384,0.6757486792035314,0.4833887678445131,0.2296448230378924,4.770307558201408,2.2247415799719863,0.4205687638315266,0.200819062796078,0.1583436594203357,Energy,7
-ett1/D/short,RAES-Conductance-Ensemble,39389.57912016369,39389.57912016369,132.34845639183408,1.6268802155402076,1.10266872739035,0.4737175415432642,11.221240927473442,198.4680808597788,0.521283017263399,0.3476176238476958,0.2694105148257508,Energy,7
-ett1/H/long,RAES-Conductance-Ensemble,141.56247404391172,141.56247404391172,7.000880262586805,1.320468619618736,5628966281717.463,0.4673179737474552,9.132931678645628,11.898002943515843,0.5697695802249156,0.3352569861812683,0.2578012583777631,Energy,7
-ett1/H/medium,RAES-Conductance-Ensemble,135.29723106338864,135.29723106338864,6.755603790283203,1.2358423099129645,3867521233119.343,0.4384532531102498,8.857397659769862,11.631733794382876,0.5571325017570886,0.3235774225144084,0.2521342126901391,Energy,7
-ett1/H/short,RAES-Conductance-Ensemble,79.73008176492793,79.73008176492793,4.552430932720502,0.7623901840518769,0.4193563185632228,0.244954300121892,5.513460443368198,8.929170273039256,0.4167609074355487,0.2124805764189414,0.1654812363842035,Energy,7
-ett1/W/short,RAES-Conductance-Ensemble,1070556.6965680805,1070556.6965680805,834.5146582467215,1.4887368649626236,0.6270839936499085,0.5270519043718066,8.900157842322844,1034.6770977305337,0.411722719742787,0.3320733062635597,0.2488434917376042,Energy,7
-ett2/15T/long,RAES-Conductance-Ensemble,11.130384424603175,11.130384424603175,2.0944864521329367,0.865588103080407,0.1304146876543007,0.1592785569128066,7.215204450660049,3.336223077763712,0.177793366815754,0.1116189743295914,0.0908678079647659,Energy,7
-ett2/15T/medium,RAES-Conductance-Ensemble,10.507057162239438,10.507057162239438,2.0121585076952737,0.8389078300137479,0.1271078840521856,0.1541131950938512,6.606442790426398,3.241459110067477,0.1727432142780481,0.1072315634575339,0.085746076875175,Energy,7
-ett2/15T/short,RAES-Conductance-Ensemble,7.574035063244048,7.574035063244048,1.6780468168712797,0.7182191401619986,0.1008017140792276,0.1203297574364198,4.970263674380422,2.752096485089876,0.1306518106090567,0.0796628519744056,0.0625187500434547,Energy,7
-ett2/D/short,RAES-Conductance-Ensemble,112720.79838479662,112720.79838479662,200.4337662954179,1.302859964648419,0.4261513279543982,0.1356298696427118,11.184418435567766,335.73918208156255,0.1921523809189902,0.1147135260515071,0.0930063041605588,Energy,7
-ett2/H/long,RAES-Conductance-Ensemble,219.0509920634921,219.0509920634921,9.079403315145502,1.0024498273154676,0.1747799683229048,0.1710589115785863,8.310215185615222,14.80037134883757,0.2026796944152642,0.1243354403760388,0.1036210483691943,Energy,7
-ett2/H/medium,RAES-Conductance-Ensemble,250.5897693452381,250.5897693452381,9.763457961309523,1.0410474697006191,0.1731327652599902,0.1685907534400343,7.580662741067863,15.8300274587645,0.2133197999165742,0.1315688746735114,0.1065719030613471,Energy,7
-ett2/H/short,RAES-Conductance-Ensemble,108.6149017402104,108.6149017402104,6.315409895351955,0.7233983581245197,0.1179250673487957,0.1074959497721422,5.252736620576872,10.421847328579055,0.132178015742761,0.0800969657539238,0.0637036268128176,Energy,7
-ett2/W/short,RAES-Conductance-Ensemble,2752401.714285714,2752401.714285714,1159.29638671875,0.764458895037411,0.1168516278266906,0.1241355989998653,10.015425894913887,1659.036381242351,0.1391677178083357,0.0972471937488695,0.0842624559983792,Energy,7
-hierarchical_sales/D/short,RAES-Conductance-Ensemble,28.91096066470085,28.91096066470085,2.308831427219536,0.7452318517562532,0.644261423468741,1.0660536091896362,6.807856142128831,5.376891356973921,1.6495707228398475,0.7083239131053098,0.57021661897156,Sales,1
-hierarchical_sales/W/short,RAES-Conductance-Ensemble,415.6216740177597,415.6216740177597,8.4028673358893,0.6854002745407285,0.4952959583640131,0.4387152852743106,5.905049319163608,20.38680146608976,0.935968027234488,0.3857797495388038,0.3211399395772934,Sales,1
-hospital/M/short,RAES-Conductance-Ensemble,2539.318481672852,2539.318481672852,17.258151279849002,0.7399125297012613,0.1934043577055032,0.1713681502857839,4.875913172471223,50.391650912357015,0.1829333944672224,0.0626510967331184,0.050963799079948,Healthcare,1
-jena_weather/10T/long,RAES-Conductance-Ensemble,1392.1805555555557,1392.1805555555557,9.436579241071428,0.6356543499196855,0.7759122858920866,0.6376471662631776,6.172624612657466,37.31193583232523,0.2283181332903902,0.0577440464802066,0.0497186559198182,Nature,21
-jena_weather/10T/medium,RAES-Conductance-Ensemble,1510.3255411255411,1510.3255411255411,9.32295274170274,0.5843974361136091,0.7385096696644087,0.6434808302739913,5.550501656348378,38.86290700816836,0.2385009959350074,0.0572148015968996,0.0479391516803501,Nature,21
-jena_weather/10T/short,RAES-Conductance-Ensemble,786.5325892857143,786.5325892857143,5.281269763764881,0.2552642161301929,0.3345838239745796,0.5435500567044342,2.2573669250514343,28.045188344629,0.1741957692546259,0.0328033043613489,0.0266464426701613,Nature,21
-jena_weather/D/short,RAES-Conductance-Ensemble,341.4518686824542,341.4518686824542,9.141987897662652,1.015231344699943,0.4977912772100185,0.446250753932529,6.882926428689089,18.478416292595373,0.1112702662497235,0.0550497083363305,0.0434484194399854,Nature,21
-jena_weather/H/long,RAES-Conductance-Ensemble,1666.3084656084657,1666.3084656084657,12.281335772156083,1.0634684102659264,2.1122612497481867,0.6710579760515097,8.102282065348598,40.82044176155453,0.2457842854199108,0.0739472481555628,0.0600397360219644,Nature,21
-jena_weather/H/medium,RAES-Conductance-Ensemble,1253.736496641748,1253.736496641748,10.257587555760429,0.7559174880367251,2.5181492992496244,0.674707916828375,5.854208145360832,35.40814167167981,0.2166686933005586,0.0627679959239511,0.0501769537541034,Nature,21
-jena_weather/H/short,RAES-Conductance-Ensemble,1122.2527983935015,1122.2527983935015,8.26201435716183,0.5237387827793283,1.0453435290412505,0.6062071089338708,4.451434106315079,33.500041767041154,0.2053531127969904,0.050645619429819,0.0408186768962738,Nature,21
-kdd_cup_2018/D/short,RAES-Conductance-Ensemble,2855.2954781719545,2855.2954781719545,20.971406973235048,1.1944194534016244,0.5093659093004408,0.4636202013883369,8.822355335209048,53.434964940308085,1.1969999510942175,0.4697817833207424,0.3683556425056478,Nature,1
-kdd_cup_2018/H/long,RAES-Conductance-Ensemble,2769.055339613782,2769.055339613782,15.16208058835185,0.6892237964636211,0.740630172626214,0.4033138984240643,7.380036183843919,52.62181429420485,1.2347204029427914,0.3557636790862715,0.2930382733703112,Nature,1
-kdd_cup_2018/H/medium,RAES-Conductance-Ensemble,3887.5793505544007,3887.5793505544007,16.975440958281045,0.7007764623836793,0.7150984015091214,0.3880992761950534,7.0891336498420925,62.35045589692509,1.3051079635319964,0.3553267231236461,0.2931766990454932,Nature,1
-kdd_cup_2018/H/short,RAES-Conductance-Ensemble,3601.213074824953,3601.213074824953,14.45047638416897,0.6006888748324801,0.4884005340403011,0.337466458729068,5.236226189645959,60.01010810542631,1.2561202460590728,0.3024746417630903,0.2464258778520004,Nature,1
-loop_seattle/5T/long,RAES-Conductance-Ensemble,45.33168064421435,45.33168064421435,3.520749611466894,0.5637098428613059,0.1073051476779299,0.0813502030746609,5.048309837306514,6.732880560667503,0.1190387125537736,0.0622475769764238,0.0497943056833955,Transport,1
-loop_seattle/5T/medium,RAES-Conductance-Ensemble,22.95559969978805,22.95559969978805,2.744823166312817,0.4482860477414464,0.0746052096516539,0.0633162863614081,3.279466480607125,4.791200235826932,0.0852452973421869,0.0488360442993831,0.0382888798638813,Transport,1
-loop_seattle/5T/short,RAES-Conductance-Ensemble,32.733250998072826,32.733250998072826,3.039965755282541,0.486355494649514,0.0827072759782674,0.0641644905271321,4.100535813609488,5.721298016890295,0.0981076295897719,0.0521287011101993,0.0413344236947894,Transport,1
-loop_seattle/D/short,RAES-Conductance-Ensemble,18.11307503874457,18.11307503874457,2.902789255463056,0.8746456799287617,0.0540820059546253,0.0535517617844821,7.491918361745101,4.255945845372632,0.0760594373182702,0.0518767215198692,0.0420973980892947,Transport,1
-loop_seattle/H/long,RAES-Conductance-Ensemble,60.19776724286206,60.19776724286206,4.190692724458204,0.8764963647400226,0.1256197787331764,0.0975790773751935,6.810782506590019,7.758722010928221,0.1386587524510004,0.0748932909647243,0.0595177946399549,Transport,1
-loop_seattle/H/medium,RAES-Conductance-Ensemble,69.50881385448916,69.50881385448916,4.4983179743937045,0.9214794547620312,0.1158062300076794,0.1029352871134062,7.229286150387202,8.337194603371637,0.1473589773265745,0.0795072644853863,0.063440164767849,Transport,1
-loop_seattle/H/short,RAES-Conductance-Ensemble,57.01916589437021,57.01916589437021,4.024839223366805,0.8160503986948947,0.1123947832276305,0.0930986976799652,6.333785570362527,7.551103620953047,0.1336622139135554,0.0712437477017993,0.0568692769776765,Transport,1
-m4_daily/D/short,RAES-Conductance-Ensemble,370240.1157854981,370240.1157854981,162.8065347690525,3.071015265733801,0.0357334162092705,0.0285260960636726,25.1594437810173,608.4735949780386,0.0939923543594009,0.0251491102232484,0.0200561279390167,Econ/Fin,1
-m4_hourly/H/short,RAES-Conductance-Ensemble,791506.6332563803,791506.6332563803,179.71423638740407,0.7219547618634579,0.0859704511575685,0.0785390246421812,5.449930978657728,889.6665854444464,0.1214591399571732,0.0245349628128044,0.0201459036319966,Econ/Fin,1
-m4_monthly/M/short,RAES-Conductance-Ensemble,1788827.6431586936,1788827.6431586936,541.875780513269,0.9032173557848354,0.1552360025224127,0.1284302303394153,7.411150322932977,1337.4706139421132,0.2779723085602747,0.1126203896310003,0.0898521683179074,Econ/Fin,1
-m4_quarterly/Q/short,RAES-Conductance-Ensemble,1734985.2423177478,1734985.2423177478,545.6820669454734,1.145633171475027,0.1101106940034994,0.0996845115142599,8.751282241755144,1317.1883852804608,0.2204741405884114,0.0913375687857243,0.0728439311846101,Econ/Fin,1
-m4_weekly/W/short,RAES-Conductance-Ensemble,276135.6040282837,276135.6040282837,257.91589886436685,1.906738629347018,0.0620438383865438,0.0619554679651342,13.208693661502842,525.4860645424232,0.0957354173238954,0.0469882797629438,0.0372381754841812,Econ/Fin,1
-m4_yearly/A/short,RAES-Conductance-Ensemble,3684515.6080780616,3684515.6080780616,933.0473731400634,3.631520881868262,0.1808355632853526,0.1597079779234807,30.277582094683645,1919.5092102092296,0.3078021976022481,0.1496184703840059,0.1196628789093388,Econ/Fin,1
-m_dense/D/short,RAES-Conductance-Ensemble,6696.582222222222,6696.582222222222,39.42956886574074,0.606446723180965,0.110941305082758,0.0872329316315827,6.745491435930569,81.83264765496851,0.1416644177249767,0.0682584161038432,0.0575215679256589,Transport,1
-m_dense/H/long,RAES-Conductance-Ensemble,36121.165432098765,36121.165432098765,80.60605709876543,0.6921616420050364,0.2914533078616985,0.1969452281057098,7.731634175505183,190.0556903439062,0.3290144953251294,0.1395410005799345,0.1175789645498156,Transport,1
-m_dense/H/medium,RAES-Conductance-Ensemble,36810.8547797309,36810.8547797309,85.65993935479058,0.7329615172873334,0.2597869319887861,0.2000694633192486,7.480423197752984,191.86155107194068,0.3338148715893809,0.1490374777870513,0.1211465830386762,Transport,1
-m_dense/H/short,RAES-Conductance-Ensemble,40758.01118026309,40758.01118026309,85.42458924399482,0.7753901778390799,0.2906424182120181,0.2085241259634495,8.178441172617667,201.88613419515244,0.3580957294530942,0.151521949342937,0.1250250747877495,Transport,1
-restaurant/D/short,RAES-Conductance-Ensemble,137.9477507026075,137.9477507026075,7.066059452073184,0.6776595357377769,0.6683491874923556,0.3897639122916234,4.54608607294764,11.745116036149131,0.5405374531440148,0.3251964278796619,0.2543246080761276,Sales,1
-saugeen/D/short,RAES-Conductance-Ensemble,1027.0369739659627,1027.0369739659627,12.161436710357666,2.701397753438392,0.2717053250471751,0.3151914711793264,28.51763355898198,32.04741758653827,1.038023476028483,0.3939118268577308,0.3284346049797301,Nature,1
-saugeen/M/short,RAES-Conductance-Ensemble,334.62823994954425,334.62823994954425,11.425887334914435,0.6693880695793137,0.3414120674133301,0.3235358879679725,4.031416184967769,18.29284668796916,0.5492060996561475,0.3430393926849003,0.2684195684426729,Nature,1
-saugeen/W/short,RAES-Conductance-Ensemble,922.1131921291352,922.1131921291352,14.422298580408096,1.169891688668235,0.3626167241483927,0.3848804220557212,10.364683079928108,30.366316736297392,0.9166325184078636,0.435349073902914,0.3498849603433383,Nature,1
-solar/10T/long,RAES-Conductance-Ensemble,20.647159018907136,20.647159018907136,1.775589006583283,0.7801731508182236,2.8820304748178054,1.4563561252211816,5.084566931299127,4.543914503916985,0.9820944274707876,0.3837651582882184,0.3034476841232946,Energy,1
-solar/10T/medium,RAES-Conductance-Ensemble,21.036034392390302,21.036034392390302,1.822117523613348,0.7964366428333357,3.800437274720871,1.4416875252902712,3.682571381553124,4.586505684329881,1.0177638383614716,0.4043351196782333,0.2939822557613379,Energy,1
-solar/10T/short,RAES-Conductance-Ensemble,16.64216505860723,16.64216505860723,1.5266270991018236,0.6575393814029155,3.457381016684572,1.4877198292300504,4.726342271100644,4.07948097907163,1.1867205656835365,0.4440956543070382,0.3503722276966048,Energy,1
-solar/D/short,RAES-Conductance-Ensemble,122263.39638267944,122263.39638267944,250.68475689296304,0.9774305766995088,1.0568706105225278,0.426717407569978,4.835117858457721,349.6618314638866,0.505142268798906,0.3621541027799946,0.272309000004324,Energy,1
-solar/H/long,RAES-Conductance-Ensemble,684.8756231724104,684.8756231724104,10.865313329642513,0.825998981411415,4.460758840663704,1.3914585306311873,4.895586382813735,26.17012845158408,0.90736616477532,0.3767202634575963,0.2865623361756594,Energy,1
-solar/H/medium,RAES-Conductance-Ensemble,669.4413154546362,669.4413154546362,10.269010404600714,0.7835041073960479,3.665040746528674,1.392794837858845,4.573718296845871,25.873564026910483,0.9320261650693584,0.3699137226128873,0.2849643391941943,Energy,1
-solar/H/short,RAES-Conductance-Ensemble,588.2769512188604,588.2769512188604,9.66555843610192,0.7441310898630435,3.5220010698341,1.3927068302349974,4.104384671245741,24.254421271571506,0.8940260459030958,0.3562757030282925,0.2729783198944448,Energy,1
-solar/W/short,RAES-Conductance-Ensemble,1240030.655622719,1240030.655622719,898.2242238956646,0.9796914798848104,0.2002263469417599,0.1785203235319061,6.657218210004327,1113.5666372618743,0.227306781117482,0.183350012674147,0.132578599855591,Energy,1
-sz_taxi/15T/long,RAES-Conductance-Ensemble,15.585027154558404,15.585027154558404,2.688536380430912,0.5068196787497227,6370077685968.885,0.3955184242877573,4.555848134966978,3.947787627844032,0.3654001905712426,0.2488461382365895,0.2023465474045823,Transport,1
-sz_taxi/15T/medium,RAES-Conductance-Ensemble,16.260902443910258,16.260902443910258,2.7383766109107905,0.5346223794667724,9442347941047.797,0.4037479759281517,4.0047535880578256,4.0324809291440245,0.3752896586264283,0.2548516512680577,0.2020288543789658,Transport,1
-sz_taxi/15T/short,RAES-Conductance-Ensemble,16.70009962368361,16.70009962368361,2.716863070943272,0.5419250704615644,1042430253814.9633,0.3879225722444244,3.856826598408213,4.0865755374988,0.3821122903158075,0.2540383166752797,0.1995325610904478,Transport,1
-sz_taxi/H/short,RAES-Conductance-Ensemble,7.180895161424947,7.180895161424947,1.8405440892928688,0.561053714127632,1.2177572657919338,0.293166364235003,3.909534118890495,2.6797192318272725,0.2496323826913799,0.1714580397086653,0.1350022666169541,Transport,1
-temperature_rain/D/short,RAES-Conductance-Ensemble,151.97649114379954,151.97649114379954,5.376678272062279,1.3007495402783231,45.35214347989992,1.462045692728327,20.556040138343096,12.327874559055164,1.451316774174443,0.6329771874464388,0.5257566873227283,Nature,1
-us_births/D/short,RAES-Conductance-Ensemble,122498.0121875,122498.0121875,216.5319140625,0.3186777958568058,0.0208148318529129,0.0206297110517819,2.754576036616567,349.99716025633694,0.0328093937108884,0.0202981098882221,0.016058372725499,Healthcare,1
-us_births/M/short,RAES-Conductance-Ensemble,43195864.0,43195864.0,5339.545572916667,0.6021487623089168,0.0164672366032997,0.0166588419427474,3.880655770342904,6572.356046350502,0.0204136930702072,0.0165845921449173,0.01244808623583,Healthcare,1
-us_births/W/short,RAES-Conductance-Ensemble,1552935.3370535714,1552935.3370535714,957.8916015625,0.871368351817683,0.013035010945584,0.0130782024269657,8.680690866657388,1246.1682619347885,0.0169166119634515,0.0130032845657001,0.0108180496375784,Healthcare,1

results/RAES-Conductance-Ensemble/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-    "model": "RAES-Conductance-Ensemble",
-    "model_type": "agentic",
-    "model_dtype": "float32",
-    "model_link": "https://github.com/AriGoldbach/raes-gift-eval",
-    "code_link": "https://github.com/AriGoldbach/raes-gift-eval",
-    "org": "California State University Northridge",
-    "testdata_leakage": "Yes",
-    "replication_code_available": "Yes"
-}

results/RacineCast-1-NC/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,RacineCast-1-NC,39.21305704500653,39.21305704500653,3.4012035673001724,0.5393770317958407,0.0892952264523973,0.0725084196795374,3.894842444283327,6.262032980191539,0.1073800406408071,0.0583231321903992,0.0458510233356869,Transport,1
-loop_seattle/5T/medium,RacineCast-1-NC,62.60624488035346,62.60624488035346,4.545854751697143,0.7241214687470308,0.1418003313755472,0.1046162593672273,5.173969237210741,7.912410813421751,0.1407780462882866,0.0808800965653471,0.0636111682926294,Transport,1
-loop_seattle/5T/long,RacineCast-1-NC,77.17978119445878,77.17978119445878,4.985287049578603,0.7901059862593817,0.1525585607863965,0.1136887826341074,5.703472614674587,8.785202399174352,0.1553241839474998,0.0881408996100771,0.0694704628003658,Transport,1
-loop_seattle/D/short,RacineCast-1-NC,17.78185256627322,17.78185256627322,2.8424234774090555,0.8584336464243211,0.0527894922577313,0.0524641804650841,7.074170022840759,4.2168533963458135,0.0753608045362757,0.0507979054419985,0.0412591217613016,Transport,1
-loop_seattle/H/short,RacineCast-1-NC,51.29476533379756,51.29476533379756,3.7773424388596872,0.7698400681953009,0.1041093171371278,0.0866202726530411,6.269875072374381,7.162036395732541,0.1267753298156074,0.0668628036850332,0.053443450378554,Transport,1
-loop_seattle/H/medium,RacineCast-1-NC,55.58056620468911,55.58056620468911,4.012950879107811,0.8242623141347286,0.1092488504415695,0.0913133642867868,6.38331430579029,7.455237501561511,0.1317704893982879,0.0709284581692495,0.0565470127387216,Transport,1
-loop_seattle/H/long,RacineCast-1-NC,53.69724667827657,53.69724667827657,3.932209580995227,0.825371095606186,0.1157841701133578,0.0908433962081526,6.30382482928875,7.327840519435216,0.1309582992806408,0.0702738382169192,0.0558400685932816,Transport,1
-m_dense/D/short,RacineCast-1-NC,8398.611851851852,8398.611851851852,42.35759548611111,0.6337240950915833,0.1186114651260771,0.0915815113208912,6.854104158193452,91.64394061721622,0.158649217122966,0.0733272632955766,0.0610223878459531,Transport,1
-m_dense/H/short,RacineCast-1-NC,41289.28916666667,41289.28916666667,82.6237353515625,0.7363048546132152,0.2699575980798061,0.1980408096313476,8.234659254784347,203.19766033758032,0.3604220574483197,0.1465539349222914,0.1213807972159611,Transport,1
-m_dense/H/medium,RacineCast-1-NC,35749.1,35749.1,77.8464453125,0.6765608452935511,0.2535897909444464,0.1848298602634006,6.505331762218617,189.0743240104272,0.3289654367753654,0.1354429799903654,0.1118107114665909,Transport,1
-m_dense/H/long,RacineCast-1-NC,33301.36098765432,33301.36098765432,77.32811728395062,0.6684560006291135,0.2511057115980757,0.1831459780092592,6.619523903536467,182.48660495404675,0.3159112896010011,0.1338664021928727,0.1115212032348926,Transport,1
-sz_taxi/15T/short,RacineCast-1-NC,16.52114473186861,16.52114473186861,2.7068826957208914,0.5398706375111004,1090686279552.029,0.3886887663304442,3.7763630965002144,4.064621105572893,0.3800594676290119,0.2531051159625528,0.1987186820684886,Transport,1
-sz_taxi/15T/medium,RacineCast-1-NC,16.177560346554486,16.177560346554486,2.7329661833934296,0.5328234506558843,9948413188645.637,0.4022676255967882,3.764082327054876,4.022133805152992,0.3743266787605949,0.2543481157399656,0.2004391931376478,Transport,1
-sz_taxi/15T/long,RacineCast-1-NC,15.42734375,15.42734375,2.6803930733618233,0.5056159285329425,6295080452236.034,0.3960327496216168,3.9298044530664153,3.927765745306102,0.3635469727028679,0.2480923890735966,0.1976138739035983,Transport,1
-sz_taxi/H/short,RacineCast-1-NC,7.105368980994592,7.105368980994592,1.831783074599046,0.5578478473798386,1.1346210169995952,0.2927889925801856,3.844522318731545,2.6655897998369125,0.248316135893509,0.1706418950535435,0.1342184838512632,Transport,1
-bitbrains_fast_storage/5T/short,RacineCast-1-NC,1526038.9901936525,1526038.9901936525,139.82069698433816,0.6211655653174548,1.6697573651032709,0.7088997507485076,13.573338308935131,1235.3295067283273,3.878629110767701,0.4390024059633739,0.3510944071348423,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,RacineCast-1-NC,3323658.2012090883,3323658.2012090883,287.0641196111594,0.9214467901547028,4.396362867984058,0.7919334202776147,19.98693056989653,1823.0902888252924,5.539051792256425,0.8721800757598582,0.6052314413058304,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,RacineCast-1-NC,3616300.228678349,3616300.228678349,340.4008811366413,0.8271596990801724,4.568817265400053,0.807381033286255,20.032010094493177,1901.6572321736503,5.025512233529236,0.899577885811185,0.6454067435383669,Web/CloudOps,2
-bitbrains_fast_storage/H/short,RacineCast-1-NC,2896608.256321278,2896608.256321278,314.61438406970007,0.9308869739236764,3.4311038834852283,0.5678803733069536,24.989800644610337,1701.9424950101215,4.8510890177058,0.8967532027947397,0.6588561212202122,Web/CloudOps,2
-bitbrains_rnd/5T/short,RacineCast-1-NC,1626434.506442706,1626434.506442706,114.83517673726676,1.577614496677107,0.965223112681528,0.6343604147650856,50.789628590975674,1275.3174139964945,5.218230720021823,0.4698723944431201,0.377537233799028,Web/CloudOps,2
-bitbrains_rnd/5T/medium,RacineCast-1-NC,2192732.911824517,2192732.911824517,145.27050014305223,4.320249192400397,0.5517071521941115,0.702207013634367,158.1875449414876,1480.7879361422813,6.2304296002405914,0.6112270380125933,0.6640566037829252,Web/CloudOps,2
-bitbrains_rnd/5T/long,RacineCast-1-NC,2373485.7254611454,2373485.7254611454,170.26323922854684,3.244382923772648,1.5148718807664174,0.6817698719091372,114.37131363845894,1540.612126870727,5.901738115575837,0.6522401265771933,0.6358773303160027,Web/CloudOps,2
-bitbrains_rnd/H/short,RacineCast-1-NC,1907758.3017774175,1907758.3017774175,153.20586849918482,5.768953436823789,1.4790907490642538,0.5309196567450036,192.7137877811795,1381.2162400498405,6.044878052023069,0.6705038393542467,0.6503268202133674,Web/CloudOps,2
-bizitobs_application/10S/short,RacineCast-1-NC,365177.4577777778,365177.4577777778,322.7004166666667,0.9548585850222758,0.0135602611965603,0.0136694367726643,5.671873478351552,604.2991459350061,0.023305402605995,0.0124452652004043,0.0097142932943232,Web/CloudOps,2
-bizitobs_application/10S/medium,RacineCast-1-NC,3927394.986666667,3927394.986666667,1089.0348958333334,2.360774310724525,0.0338903872172037,0.034597962697347,28.215491883179087,1981.7656235454956,0.0778181033518947,0.0427631951381624,0.0371628970018422,Web/CloudOps,2
-bizitobs_application/10S/long,RacineCast-1-NC,6177462.044444445,6177462.044444445,1508.040277777778,3.212752446223704,0.0466856808132595,0.0476945877075195,67.49120511915446,2485.4500687892414,0.0958538745253518,0.0581590857046283,0.0532996621124005,Web/CloudOps,2
-bizitobs_l2c/5T/short,RacineCast-1-NC,13.293511962890625,13.293511962890625,2.0382191249302455,0.2095998801825781,0.1026823609947457,0.1802609886441911,1.6511371111396491,3.646026873583165,0.1252193158421813,0.0700006920435534,0.0551008169926736,Web/CloudOps,7
-bizitobs_l2c/5T/medium,RacineCast-1-NC,55.165428358843535,55.165428358843535,4.77666248139881,0.4725742567164778,0.3480776786170593,0.6232893548044217,3.062729196731803,7.427343290763093,0.3907874809073809,0.2513226903854147,0.1953719290570531,Web/CloudOps,7
-bizitobs_l2c/5T/long,RacineCast-1-NC,62.21342261904762,62.21342261904762,5.070457899305556,0.4948150832910403,0.3878264430304307,0.6976811290922619,2.849154287441045,7.88754858108954,0.4428740609218663,0.2846986306978304,0.2153209530143032,Web/CloudOps,7
-bizitobs_l2c/H/short,RacineCast-1-NC,55.09467618427579,55.09467618427579,4.402817499069941,0.43221605596358,0.3794287080101544,0.5894146268329923,2.637462216688632,7.422578809569878,0.4000960073886848,0.2373231390103617,0.1847817125018463,Web/CloudOps,7
-bizitobs_l2c/H/medium,RacineCast-1-NC,74.03712797619048,74.03712797619048,4.775253441220238,0.4825493540202819,0.4734590914593266,0.7539210728236607,3.2346344514825813,8.604483016206753,0.5210145160905019,0.2891488490593452,0.2297328683436247,Web/CloudOps,7
-bizitobs_l2c/H/long,RacineCast-1-NC,79.50507192460317,79.50507192460317,5.070376441592262,0.5430469728133942,0.5983024037758385,0.76601804703001,4.38857657198419,8.916561664935827,0.544649321276022,0.3097132270600443,0.2487568877477249,Web/CloudOps,7
-bizitobs_service/10S/short,RacineCast-1-NC,1855.790529100529,1855.790529100529,16.926637783151456,0.6840545295339372,0.0493383502455615,0.0395158095586867,4.883787998222842,43.07888727788276,0.0319142182610988,0.0125397949383758,0.0098465787187014,Web/CloudOps,2
-bizitobs_service/10S/medium,RacineCast-1-NC,20558.176507936507,20558.176507936507,37.52395833333333,0.9901374408566797,0.0598883686368427,0.053430912078373,9.179078934362767,143.3812278784657,0.1079120908957019,0.0282414152978624,0.0214231676730977,Web/CloudOps,2
-bizitobs_service/10S/long,RacineCast-1-NC,130635.75703703704,130635.75703703704,75.71429232804233,1.2825050534200113,0.0734719961660879,0.0710084170386904,19.804268840938462,361.4356886598736,0.2677631129677662,0.0560915682816986,0.0518284420517472,Web/CloudOps,2
-car_parts/M/short,RacineCast-1-NC,1.4600426058251654,1.4600426058251654,0.4699167384875791,0.9006347205769348,0.8167924655614197,1.8913816510561976,29.877868645506513,1.2083222276467338,2.8974327516715404,1.126812134627591,1.0317827234082948,Sales,1
-covid_deaths/D/short,RacineCast-1-NC,291721.5378446115,291721.5378446115,88.04522243107769,29.4187306727566,0.0781992955347443,0.3512444211725603,575.9753598995119,540.1125233176986,0.2032199558063329,0.0331274418550703,0.0271307266365797,Healthcare,1
-electricity/15T/short,RacineCast-1-NC,131025.01411414344,131025.01411414344,48.844101933659736,0.945493507022175,0.1548497884627557,0.1577708095688003,10.586426098712652,361.97377545085146,0.7135216789277079,0.0962813551175424,0.0800674200275499,Energy,1
-electricity/15T/medium,RacineCast-1-NC,245171.4342171664,245171.4342171664,50.60068014058981,0.7914132567543297,0.117160496614572,0.1248894670503633,6.8067689614422715,495.14789125792146,0.8531896648155712,0.0871900660202985,0.0701631703567067,Energy,1
-electricity/15T/long,RacineCast-1-NC,308958.73968637385,308958.73968637385,55.96680879903341,0.8418461332145774,0.1223340228470976,0.1272532276233753,6.924392348134137,555.8405703854063,0.8769066306490552,0.0882945008819903,0.0703952464746656,Energy,1
-electricity/D/short,RacineCast-1-NC,1222219416.2392793,1222219416.2392793,4108.506572072072,1.3508121185973423,0.3214088448779396,0.090906994518933,10.59817583516341,34960.254807985584,0.574513117048789,0.0675164105668189,0.0530828817540657,Energy,1
-electricity/H/short,RacineCast-1-NC,1696241.5165737614,1696241.5165737614,168.65558074676238,0.9223976089408132,0.1606628855714648,0.1224618925060237,10.568224212747651,1302.3983709194977,0.6148250455772881,0.0796174791329661,0.0655246986903892,Energy,1
-electricity/H/medium,RacineCast-1-NC,5657495.303623311,5657495.303623311,234.0211649246903,1.0302860293426606,0.2145098283935392,0.1250735179798023,8.389894985746142,2378.5489912178205,0.928426049015448,0.0913461721155382,0.0724998866000661,Energy,1
-electricity/H/long,RacineCast-1-NC,7135114.979123123,7135114.979123123,259.28941403903906,1.138684579237815,0.2848440338706051,0.1359656300587697,9.141148556123522,2671.16360021679,1.0535061769130616,0.1022636723846215,0.0806720223638084,Energy,1
-electricity/W/short,RacineCast-1-NC,36184690933.62162,36184690933.62162,26236.01596283784,1.4016126916282394,0.178303856395899,0.0916784842003573,10.780930701374473,190222.7403167708,0.4340255344136452,0.0598619325438856,0.0471869870803013,Energy,1
-ett1/15T/short,RacineCast-1-NC,4.745756803240095,4.745756803240095,1.0464274724324545,0.664369354739866,0.4613105405860887,0.2283875011262439,4.373396489740312,2.1784757981763523,0.4118226165652731,0.1978183554316598,0.1535191791703124,Energy,7
-ett1/15T/medium,RacineCast-1-NC,8.663782406761532,8.663782406761532,1.5305092463417658,0.9597263263601888,0.7340083158182816,0.3713854859367249,6.348327689582967,2.943430380824648,0.5610207574556543,0.291716584251256,0.2232592344618593,Energy,7
-ett1/15T/long,RacineCast-1-NC,7.9179011656746034,7.9179011656746034,1.5057637338789682,0.9681963243783758,0.7565957915415813,0.3739277576264881,6.774396969276586,2.813876537034737,0.5363276501585061,0.2870000564901244,0.2215444404989648,Energy,7
-ett1/D/short,RacineCast-1-NC,38467.736507936504,38467.736507936504,131.4036830357143,1.6167722039376633,1.2225641159784226,0.4723003084697421,10.193520630535224,196.13193648138108,0.5151470369311465,0.3451361321980005,0.2632375122963931,Energy,7
-ett1/H/short,RacineCast-1-NC,92.85799153645831,92.85799153645831,4.760540262858073,0.7887573217515963,0.4560497647240048,0.2539999099004836,5.237136995518683,9.636285152301085,0.4497648273281358,0.2221938781877695,0.1705672869865131,Energy,7
-ett1/H/medium,RacineCast-1-NC,132.20332961309524,132.20332961309524,6.775381324404762,1.2456385270188857,3400012633953.969,0.4358020964122954,8.220730786042413,11.497970673692608,0.5507255394265289,0.3245247044542078,0.2491668808716934,Energy,7
-ett1/H/long,RacineCast-1-NC,138.8695767195767,138.8695767195767,7.004589327050264,1.340571325406057,3616561601539.725,0.467793136677414,9.098582914164488,11.784293645338982,0.5643242996672292,0.3354346119852211,0.2570185167078523,Energy,7
-ett1/W/short,RacineCast-1-NC,1241913.5714285714,1241913.5714285714,885.5173688616071,1.5568792263099045,0.6100404603140694,0.5724777494158063,7.916501720568613,1114.4117602702204,0.4434510379116269,0.3523684963762725,0.2571153996801185,Energy,7
-ett2/15T/short,RacineCast-1-NC,7.235085768926711,7.235085768926711,1.6500435965401783,0.7097927530201257,0.1004351994384471,0.1203370366777692,4.69551585043892,2.689811474606856,0.1276949301567709,0.0783334459700829,0.0615357379594715,Energy,7
-ett2/15T/medium,RacineCast-1-NC,10.998450210813491,10.998450210813491,2.063343273344494,0.8481901041452212,0.1277075061972228,0.1553857942611452,6.369842824455705,3.316391142614739,0.1767364754134394,0.1099592906919356,0.0869809130475759,Energy,7
-ett2/15T/long,RacineCast-1-NC,10.731934523809525,10.731934523809525,2.0630174231150793,0.8557652905383826,0.1299080930282502,0.1584571184430803,6.937871202138303,3.2759631444522577,0.1745820058911968,0.1099419328101563,0.0890164650239303,Energy,7
-ett2/D/short,RacineCast-1-NC,105155.63174603177,105155.63174603177,193.1436507936508,1.2658999702192089,0.4180744473896329,0.1309452238537016,11.581517712686072,324.27709099785596,0.185592334940525,0.1105412072725422,0.0907567559625881,Energy,7
-ett2/H/short,RacineCast-1-NC,104.09906296502976,104.09906296502976,6.274448939732143,0.719027425525464,0.117039697396629,0.1072447867620559,5.002437387293848,10.202894832596764,0.1294010950460599,0.079577470603535,0.0629254517513723,Energy,7
-ett2/H/medium,RacineCast-1-NC,230.78603050595237,230.78603050595237,9.40456019810268,1.0111284267822376,0.1695180792798862,0.1644906361897786,7.147963345151751,15.191643443220762,0.2047171647777241,0.1267324965157842,0.1016094206746032,Energy,7
-ett2/H/long,RacineCast-1-NC,216.78382936507936,216.78382936507936,9.016364914021164,0.9973412601433886,0.1738052169309296,0.1689032660590277,7.988516390240429,14.723580724982607,0.2016281059239995,0.1234721779905777,0.100636957717791,Energy,7
-ett2/W/short,RacineCast-1-NC,2741848.0,2741848.0,1156.302873883929,0.7794837346511273,0.1307572637285505,0.1388740965298243,9.005648776022388,1655.8526504493086,0.1389006516043673,0.0969960839153768,0.0820660679306822,Energy,7
-hierarchical_sales/D/short,RacineCast-1-NC,28.406154241163705,28.406154241163705,2.2930876512279093,0.7402429666564827,0.6332653704392537,1.05011142259198,6.865555390040695,5.32974241790011,1.6351059504750047,0.7034938969828802,0.5699056558105321,Sales,1
-hierarchical_sales/W/short,RacineCast-1-NC,453.32349770756093,453.32349770756093,8.799910981776351,0.7147874845037938,0.5223912043775072,0.4506049237008822,6.627588293699709,21.291394921600627,0.9774983552465618,0.4040082175299707,0.3404642359196693,Sales,1
-hospital/M/short,RacineCast-1-NC,2462.489821001738,2462.489821001738,16.990630559743046,0.7412490399836493,0.1885927126543359,0.1697180108472815,4.83724154695256,49.62348054098723,0.1801447576391052,0.0616799343970319,0.0483951518614414,Healthcare,1
-jena_weather/10T/short,RacineCast-1-NC,771.8275422293042,771.8275422293042,5.2672354077535966,0.2608514683474155,0.3393246102045467,0.5397036724620395,2.0843516729472604,27.781784360067736,0.1725597151257109,0.032716136216522,0.0268809010785373,Nature,21
-jena_weather/10T/medium,RacineCast-1-NC,1383.1009120220058,1383.1009120220058,9.073691645810786,0.5701788738962037,0.7288604786228393,0.6370589703536481,5.009793033619061,37.19006469505002,0.2282348038895205,0.0556850935946676,0.0455689609713538,Nature,21
-jena_weather/10T/long,RacineCast-1-NC,1314.0894489914022,1314.0894489914022,9.241223854993386,0.6141936925929256,0.7815963193906023,0.6259711694465112,5.311314178702979,36.250371708320486,0.2218222347768323,0.0565486319445682,0.0464176415823963,Nature,21
-jena_weather/D/short,RacineCast-1-NC,362.19640376984125,362.19640376984125,9.498904079861113,1.025468035637675,0.6236557807212352,0.44927736312624,6.590761993970727,19.031458267033592,0.1146004842437699,0.0571989277996026,0.0447727255163523,Nature,21
-jena_weather/H/short,RacineCast-1-NC,1078.609916922841,1078.609916922841,8.160005625228436,0.513475727612414,1.254227057114501,0.6029907456017974,4.24803230054885,32.842197199987105,0.2013205626146657,0.050020311168781,0.0401457653297241,Nature,21
-jena_weather/H/medium,RacineCast-1-NC,1157.3650793650793,1157.3650793650793,9.685614304315475,0.767015415413121,2.10386643988106,0.6682653517950149,5.560442111860491,34.02006877366769,0.2081748343905478,0.0592679917017763,0.0473702203851776,Nature,21
-jena_weather/H/long,RacineCast-1-NC,1267.2137566137567,1267.2137566137567,10.875235615079363,0.9172262622862274,2.064785675614424,0.6498849051339286,6.545418493577178,35.597945960599425,0.2143390745609935,0.0654809673555001,0.0526395738269253,Nature,21
-kdd_cup_2018/D/short,RacineCast-1-NC,2883.4237570857435,2883.4237570857435,21.1074425893718,1.1922669712311882,0.5305971523193344,0.4631524544160443,8.972538911920369,53.697520958473895,1.202881481664916,0.472829124377929,0.3743735025976311,Nature,1
-kdd_cup_2018/H/short,RacineCast-1-NC,4410.225595454885,4410.225595454885,22.850510351211973,0.9529203850097948,0.9129351331955184,0.4990080692379826,7.373259890544167,66.4095294024501,1.390071720163013,0.4783025646518144,0.3792395620364592,Nature,1
-kdd_cup_2018/H/medium,RacineCast-1-NC,5141.406321168268,5141.406321168268,25.72413931647747,1.0510961366478575,1.0497940885758392,0.5575284478523089,8.527267562974505,71.70360047562652,1.5008862321490932,0.5384528291171402,0.4248257118495187,Nature,1
-kdd_cup_2018/H/long,RacineCast-1-NC,4104.94402569706,4104.94402569706,24.343829827280132,1.019980902361988,1.0703232244755194,0.6106419605506764,7.486555675763554,64.0698370974756,1.5033373358774822,0.5712046406785706,0.4467381969721129,Nature,1
-m4_daily/D/short,RacineCast-1-NC,351464.3361722262,351464.3361722262,172.84724112265116,3.2358390668881167,0.0362132062553904,0.0295641578832375,24.439006455347265,592.8442764944485,0.0915780562085174,0.0267001217530781,0.0211553133023048,Econ/Fin,1
-m4_hourly/H/short,RacineCast-1-NC,490347.1269352985,490347.1269352985,166.06130814360344,0.6420077561455616,0.0818541832208249,0.0743970892087656,4.91892873736624,700.2479039135344,0.0955993099124516,0.0226710374611099,0.0182820896749979,Econ/Fin,1
-m4_monthly/M/short,RacineCast-1-NC,1773283.2363425926,1773283.2363425926,539.2753718532986,0.8948710560634361,0.1552092831510084,0.1277657278754093,7.291716197013243,1331.6468136644162,0.2767619220266691,0.1120799350730679,0.0892544315354886,Econ/Fin,1
-m4_quarterly/Q/short,RacineCast-1-NC,1680665.7525052084,1680665.7525052084,534.9855791422526,1.1126998712987357,0.1108937234580516,0.0971961101492246,8.366636428440858,1296.4049338479117,0.216995357426363,0.0895471653438971,0.0713551052992786,Econ/Fin,1
-m4_weekly/W/short,RacineCast-1-NC,223949.40818512964,223949.40818512964,240.68351925755303,1.85587408494234,0.058098257034985,0.0576897084342608,12.933486952347634,473.23293227028233,0.0862156996772601,0.0438488038311832,0.0347389588405143,Econ/Fin,1
-m4_yearly/A/short,RacineCast-1-NC,3242905.889817475,3242905.889817475,821.5935337795805,3.0284497062098983,0.1598209704778824,0.1357579133988035,28.151431308372523,1800.8070107086642,0.2887677507708213,0.1317463311651682,0.1069477736626552,Econ/Fin,1
-restaurant/D/short,RacineCast-1-NC,137.32909695650335,137.32909695650335,7.042816797714112,0.6765671198490473,0.6752737780473274,0.3896589078766921,4.5567321890814325,11.718749803477474,0.5393240180265177,0.3241267470733683,0.2533752243087223,Sales,1
-saugeen/D/short,RacineCast-1-NC,1168.2794791666668,1168.2794791666668,12.5231103515625,2.781864288027814,0.2749763997395833,0.3156315358479817,30.605357231449943,34.180103556991554,1.1071016981476312,0.4056265281112368,0.3365234031443186,Nature,1
-saugeen/M/short,RacineCast-1-NC,399.2486514136905,399.2486514136905,12.418055943080358,0.7276620285319035,0.3553980418613979,0.3534032730829148,4.556724355979194,19.98120745634984,0.5998957909005652,0.3728272932301827,0.2877719613521221,Nature,1
-saugeen/W/short,RacineCast-1-NC,970.1177734375,970.1177734375,14.5593017578125,1.1811894811281738,0.3713473081588745,0.3779005765914917,9.622881252300408,31.146713685997437,0.9401894518931404,0.439484629987737,0.3484184805960987,Nature,1
-solar/10T/short,RacineCast-1-NC,19.991184117672216,19.991184117672216,1.8951849127627929,0.8315442000419206,5.217770419680251,1.5048528221111808,3.7469011235556806,4.47115020075061,1.3006570839181977,0.5513090751695168,0.4145547313466397,Energy,1
-solar/10T/medium,RacineCast-1-NC,19.53994263748341,19.53994263748341,1.8215252919103213,0.7979562971844383,3.703659294046577,1.4445387535036152,3.8552348176475766,4.420400732680625,0.9809045015795907,0.4042037060953054,0.2974201963788244,Energy,1
-solar/10T/long,RacineCast-1-NC,18.284411353786496,18.284411353786496,1.7636481836571116,0.7713864540678467,3.4090325833133748,1.440032686726987,4.0287103526507115,4.276027520232593,0.9241949257241822,0.3811843339141821,0.2842445986068016,Energy,1
-solar/D/short,RacineCast-1-NC,123881.93868613138,123881.93868613138,247.31789081508515,0.9642419618891106,1.0634776317290149,0.4218466208799042,5.2116984178074635,351.968661511407,0.5084748449883317,0.3572901225212233,0.2724426944060273,Energy,1
-solar/H/short,RacineCast-1-NC,518.8396021417595,518.8396021417595,9.36142852544815,0.7207673119177838,3.4146689784635194,1.3815289140892542,3.5466419729110545,22.778050885485342,0.8396065454977569,0.3450653747632194,0.2603827426177059,Energy,1
-solar/H/medium,RacineCast-1-NC,608.0614507299271,608.0614507299271,10.761079826262163,0.8240972814183856,3.5684758043892413,1.3953009166856751,4.105376074796908,24.65890205848442,0.8882712063056808,0.3876392118251966,0.2843495352418189,Energy,1
-solar/H/long,RacineCast-1-NC,623.5833738848337,623.5833738848337,10.989776269768855,0.8368376734014421,4.344320310378453,1.3913938548636455,4.31500151127748,24.97165140483972,0.8658127778717505,0.3810356217960623,0.2863441493497383,Energy,1
-solar/W/short,RacineCast-1-NC,1466757.3138686132,1466757.3138686132,978.2440978558394,1.0717459537318488,0.2206145516277229,0.1927275135569328,6.312468649248527,1211.097565792539,0.2472152863564063,0.1996840730330742,0.1444097294536316,Energy,1
-temperature_rain/D/short,RacineCast-1-NC,174.4570000291706,174.4570000291706,5.620880592536917,1.3067739018041762,22.874732406746205,1.497079235586498,18.505199735699243,13.208217140445964,1.5549563691618116,0.661726256066698,0.5357929248911721,Nature,1
-us_births/D/short,RacineCast-1-NC,113409.17333333334,113409.17333333334,207.09178385416664,0.3048966098357693,0.0199495283762613,0.0197863419850667,2.253108302102716,336.7627849589876,0.0315687784175233,0.0194131742834292,0.0152708020225671,Healthcare,1
-us_births/M/short,RacineCast-1-NC,50409301.333333336,50409301.333333336,5804.604166666667,0.6555234389281743,0.0178458591302235,0.0180780701339244,3.4342206780008055,7099.950797951584,0.0220523987715846,0.0180290609663754,0.0138524268116923,Healthcare,1
-us_births/W/short,RacineCast-1-NC,1671962.0,1671962.0,1000.6702706473214,0.9101986448291732,0.0135635776179177,0.0135847415242876,5.277911760975115,1293.043696090739,0.0175529413857748,0.0135840008038887,0.0105768577061405,Healthcare,1

results/RacineCast-1-NC/config.json DELETED Viewed

@@ -1,10 +0,0 @@
-{
-  "model": "RacineCast-1-NC",
-  "model_type": "agentic",
-  "model_dtype": "float32",
-  "model_link": "https://huggingface.co/racineai/RacineCast-1-NC",
-  "code_link": "https://huggingface.co/racineai/RacineCast-1-NC",
-  "org": "Racine.ai",
-  "testdata_leakage": "No",
-  "replication_code_available": "Yes"
-}

results/RacineCast-1/all_results.csv DELETED Viewed

@@ -1,98 +0,0 @@
-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,RacineCast-1,39.30093652746872,39.30093652746872,3.404547541158734,0.5399312764713017,0.0894125551139115,0.0725518343249341,3.914439656427525,6.269045902485379,0.1075002967754051,0.0583804739594333,0.0458896753000992,Transport,1
-loop_seattle/5T/medium,RacineCast-1,62.89202610011933,62.89202610011933,4.557561486148736,0.7259580275097635,0.1424782037488939,0.1048531365173151,5.205387334832857,7.930449300015688,0.1410989880291255,0.0810883834254929,0.0637633229783042,Transport,1
-loop_seattle/5T/long,RacineCast-1,77.37155648004816,77.37155648004816,4.99800002329148,0.7920962927599993,0.1536106688669277,0.1139494703231827,5.706220952252856,8.796110303995064,0.1555170379465168,0.0883656675980844,0.0696145527715141,Transport,1
-loop_seattle/D/short,RacineCast-1,17.756026720926858,17.756026720926858,2.8425516827310693,0.8582679904119545,0.0528028277543799,0.0524598386388568,6.991294810087333,4.213790066071975,0.0753060587312171,0.0508001966424042,0.0412052457729092,Transport,1
-loop_seattle/H/short,RacineCast-1,50.25507609878266,50.25507609878266,3.7455177980517975,0.7638368919115264,0.1035435304501347,0.0858424795968251,6.17308449992228,7.089081470739538,0.1254839534295321,0.0662994751689861,0.0529317349024328,Transport,1
-loop_seattle/H/medium,RacineCast-1,54.1347382127193,54.1347382127193,3.9654856836340624,0.8152198377338041,0.1090162972055598,0.0902624502270583,6.302573913262046,7.357631290892423,0.1300453105363826,0.0700895161455177,0.0558166864607765,Transport,1
-loop_seattle/H/long,RacineCast-1,52.919401176040594,52.919401176040594,3.908042665736799,0.8207873202445313,0.1154094322054993,0.0902382398250384,6.2835920971069745,7.274572233199736,0.130006323844973,0.0698419431568795,0.0554664432993932,Transport,1
-m_dense/D/short,RacineCast-1,8543.536296296295,8543.536296296295,42.58192708333333,0.6350016292963128,0.1189624512080708,0.0917824526186342,6.8428023388897214,92.43125172957626,0.1600121691170302,0.0737156144733583,0.0612973807197907,Transport,1
-m_dense/H/short,RacineCast-1,41011.64666666667,41011.64666666667,82.26494357638889,0.7333646597950015,0.2685264958205495,0.1973980776468912,8.14748870337353,202.51332466449375,0.3592082163496113,0.1459175276448219,0.1207910108034129,Transport,1
-m_dense/H/medium,RacineCast-1,35771.113333333335,35771.113333333335,77.97645399305556,0.6774418469861534,0.2536949597371263,0.1850410842895508,6.504483578325137,189.1325284908266,0.3290667052179056,0.1356691786696805,0.1121492632305313,Transport,1
-m_dense/H/long,RacineCast-1,33451.40938271605,33451.40938271605,77.66315586419753,0.6700039352641116,0.2511762197794436,0.1834395495756172,6.640434170882399,182.8972645577731,0.3166222020815796,0.1344464035029883,0.1121696801376738,Transport,1
-sz_taxi/15T/short,RacineCast-1,16.530653137281554,16.530653137281554,2.707060230520619,0.5398824335186866,1088950052788.5436,0.388461677728264,3.7836347547542823,4.065790591912175,0.3801688196064686,0.2531217162260749,0.1987203754423738,Transport,1
-sz_taxi/15T/medium,RacineCast-1,16.18489499866453,16.18489499866453,2.733309127938034,0.532918487118058,10011822633499.13,0.4023030859792334,3.795398371535482,4.023045488018316,0.3744115260669234,0.2543800324534813,0.2005726825702422,Transport,1
-sz_taxi/15T/long,RacineCast-1,15.454377003205128,15.454377003205128,2.6812000589832623,0.5057917882694111,6299093791735.248,0.3958386021801549,3.983315806249118,3.931205540696789,0.3638653540122664,0.2481670822194492,0.1980117237726673,Transport,1
-sz_taxi/H/short,RacineCast-1,7.1042966924162,7.1042966924162,1.8305586953448432,0.5574602963713677,1.1206366567530184,0.292542676640372,3.853337584990771,2.6653886569159475,0.2482973981894184,0.1705278365718933,0.1341413192616596,Transport,1
-bitbrains_fast_storage/5T/short,RacineCast-1,1536026.9690133743,1536026.9690133743,139.1220074951675,0.6175600308082011,1.657633359155812,0.7077959672348664,13.63970647368965,1239.365551003163,3.8913012915352314,0.4368086937778196,0.3506017498882164,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,RacineCast-1,3384266.435564848,3384266.435564848,288.48564633417453,0.919296588527603,4.451430141784613,0.7909921614582217,20.004365658057615,1839.6375826680776,5.589327040925503,0.8764990665367389,0.6063054077299461,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,RacineCast-1,3664615.753251825,3664615.753251825,340.6385417418145,0.8243728684545701,4.616449924164492,0.8052902290086416,20.448617065487745,1914.318613306527,5.058972483199949,0.9002059518256689,0.6453583557933933,Web/CloudOps,2
-bitbrains_fast_storage/H/short,RacineCast-1,2899700.43652696,2899700.43652696,313.8336967338369,0.9378277413818248,3.4032188144604114,0.5665465677370506,25.15602097077159,1702.8506794569394,4.853677638419441,0.8945279902670713,0.6583670513582712,Web/CloudOps,2
-bitbrains_rnd/5T/short,RacineCast-1,1646473.3235103516,1646473.3235103516,114.7997268184864,1.573556279495222,0.9592471234915928,0.6340570889508657,50.797535757666445,1283.1497665940449,5.250278445933838,0.4697273436085814,0.3774167594955464,Web/CloudOps,2
-bitbrains_rnd/5T/medium,RacineCast-1,2192871.619151344,2192871.619151344,145.6116667606167,4.3189361207534365,0.5668534278078967,0.701934224755269,158.23925480186725,1480.8347710502155,6.230626658569874,0.6126624998642243,0.670291793823554,Web/CloudOps,2
-bitbrains_rnd/5T/long,RacineCast-1,2382440.880976938,2382440.880976938,169.98593325289053,3.241854707524042,1.48894207192056,0.6789948572134261,114.40997845114306,1543.515753394483,5.912861254898033,0.6511778298331504,0.6390514806115839,Web/CloudOps,2
-bitbrains_rnd/H/short,RacineCast-1,1914282.0746771237,1914282.0746771237,153.04654220867877,5.766891753850004,1.4689043817166616,0.5292730603365026,192.65944259356348,1383.5758290303877,6.055204767874448,0.6698065495536609,0.6526873267071677,Web/CloudOps,2
-bizitobs_application/10S/short,RacineCast-1,361735.85777777777,361735.85777777777,320.3545833333333,0.9416831151875436,0.0133871195051405,0.0134911325242784,5.684130669997832,601.4448085882675,0.0231953222236437,0.0123547957853015,0.0096426645415948,Web/CloudOps,2
-bizitobs_application/10S/medium,RacineCast-1,3971387.7333333334,3971387.7333333334,1095.6421875,2.375877346367096,0.0341091887156168,0.0348243331909179,27.628136269633544,1992.8340957875375,0.0782527296803794,0.0430226440354911,0.0373523502168704,Web/CloudOps,2
-bizitobs_application/10S/long,RacineCast-1,6270087.9644444445,6270087.9644444445,1519.3554166666668,3.231717577836178,0.0469949086507161,0.0480142084757487,68.00791108143243,2504.014369855821,0.0965698254138577,0.05859546538367,0.0537766739486151,Web/CloudOps,2
-bizitobs_l2c/5T/short,RacineCast-1,13.163920084635416,13.163920084635416,2.017516435895647,0.2074632192724631,0.0999316419473339,0.1788965815589541,1.619944904359097,3.628211692367938,0.1246074704332684,0.0692896779323331,0.054497163615622,Web/CloudOps,7
-bizitobs_l2c/5T/medium,RacineCast-1,56.25036139455782,56.25036139455782,4.826416347789116,0.4759630790696787,0.3520202621122297,0.628708114105017,3.1303607636275244,7.500024092931824,0.3946115599189393,0.2539404754198361,0.1972064802280764,Web/CloudOps,7
-bizitobs_l2c/5T/long,RacineCast-1,64.8833878968254,64.8833878968254,5.20370349702381,0.5056655601644087,0.3978196115646857,0.7070028056795635,2.945144570445896,8.055022526152575,0.4522774725631581,0.2921801718071839,0.2199010476437357,Web/CloudOps,7
-bizitobs_l2c/H/short,RacineCast-1,55.3655753968254,55.3655753968254,4.408967517671131,0.4325117437673919,0.3816485873800959,0.5898722088526166,2.6610361814337886,7.440804754650225,0.4010784325059676,0.2376546407634358,0.1850971189614148,Web/CloudOps,7
-bizitobs_l2c/H/medium,RacineCast-1,74.82842261904761,74.82842261904761,4.798283458891369,0.4847507096227255,0.4753928171248013,0.7549164544968378,3.256499770550692,8.650342341147407,0.523791367871973,0.2905433516099203,0.2313443336563239,Web/CloudOps,7
-bizitobs_l2c/H/long,RacineCast-1,79.97521081349207,79.97521081349207,5.087752666170635,0.5444142940717691,0.6001389176660816,0.7670040554470486,4.380949573821081,8.942886044979668,0.5462572903859393,0.3107746170081638,0.2496145615700402,Web/CloudOps,7
-bizitobs_service/10S/short,RacineCast-1,1834.1316302910052,1834.1316302910052,16.899735398065477,0.6822785137410737,0.049180142639806,0.0394590228449099,4.883481659475677,42.82676301439329,0.0317274365384879,0.012519864790602,0.0098049380320189,Web/CloudOps,2
-bizitobs_service/10S/medium,RacineCast-1,19463.782857142854,19463.782857142854,37.052070932539685,0.9900164767252256,0.060189950125558,0.053697771344866,9.21315225873319,139.51266199575886,0.1050005170491972,0.0278862617199467,0.0213297732589613,Web/CloudOps,2
-bizitobs_service/10S/long,RacineCast-1,131062.11216931215,131062.11216931215,75.92650793650793,1.2857380912664509,0.0741606987847222,0.0717467357494213,20.04856311893088,362.0250159440811,0.2681997054602268,0.0562487843888124,0.0520813530381085,Web/CloudOps,2
-car_parts/M/short,RacineCast-1,1.3953247777301032,1.3953247777301032,0.4644500372085784,0.8730396293640557,0.8155930873130276,1.8910732033624265,31.35633946979226,1.1812386624768525,2.832489140638187,1.1137035457371678,1.0290941117340853,Sales,1
-covid_deaths/D/short,RacineCast-1,286219.57393483707,286219.57393483707,86.69091576597744,29.28985215193532,0.0776405527050767,0.3507206202150885,578.6320233458221,534.9949288870289,0.2012944360875026,0.0326178774055379,0.0268400647492891,Healthcare,1
-electricity/15T/short,RacineCast-1,130601.23837969806,130601.23837969806,48.676381247580586,0.941527003166412,0.15422233561999,0.1571851873397827,10.550399725092422,361.38793336205634,0.7123668686648291,0.0959507445771157,0.079756541576015,Energy,1
-electricity/15T/medium,RacineCast-1,246430.57440174549,246430.57440174549,50.647600480363174,0.7917582392199584,0.1172249123807499,0.1249680623922262,6.8221530929389225,496.4177418281356,0.8553777451881129,0.087270914489354,0.0702408689829364,Energy,1
-electricity/15T/long,RacineCast-1,312249.62186463026,312249.62186463026,56.05557773789415,0.8423602467527772,0.1223937434416587,0.1273412320706937,6.950682567090339,558.7930044879143,0.8815644573335099,0.0884345447636895,0.070553867691086,Energy,1
-electricity/D/short,RacineCast-1,1232339713.2984505,1232339713.2984505,4119.920322072072,1.3528903206795877,0.3241869150090486,0.0909373721560916,10.62479296120073,35104.69645643515,0.5768867731373445,0.0677039763933763,0.0531878730172248,Energy,1
-electricity/H/short,RacineCast-1,1694736.9738337556,1694736.9738337556,168.3778256308066,0.9212709339655576,0.1603674947087826,0.1223851581951519,10.626338487219016,1301.820638119459,0.6145523144352303,0.0794863588815592,0.0654892150636951,Energy,1
-electricity/H/medium,RacineCast-1,5737112.242728041,5737112.242728041,234.76912170960023,1.0317402827915731,0.2135919815582861,0.1252328834877357,8.422743912947634,2395.2269710255105,0.9349360141057552,0.0916381242952966,0.0727710462801757,Energy,1
-electricity/H/long,RacineCast-1,7269455.448972973,7269455.448972973,261.21144406906905,1.1430630030933195,0.2847486417913023,0.1363317823438673,9.183247707955983,2696.192769253151,1.0633776741813932,0.1030217204909541,0.0812366648389595,Energy,1
-electricity/W/short,RacineCast-1,36835778594.5946,36835778594.5946,26606.714864864865,1.4149426996210026,0.1780330641144654,0.0922799211901587,10.8321466566804,191926.4926855972,0.4379129352110314,0.0607077451359601,0.0477632947923133,Energy,1
-ett1/15T/short,RacineCast-1,4.740860384986514,4.740860384986514,1.045475096929641,0.6642743522246257,0.4609061031557393,0.2282414209275018,4.377691884086486,2.177351690698247,0.4116101134549234,0.1976383168139026,0.1533895340088072,Energy,7
-ett1/15T/medium,RacineCast-1,8.676230294363839,8.676230294363839,1.5300843253968257,0.9593073763590644,0.7369861443897524,0.3704252376253643,6.358408743674423,2.9455441423213875,0.5614236424988022,0.2916355938966201,0.2231570533335262,Energy,7
-ett1/15T/long,RacineCast-1,7.91084945436508,7.91084945436508,1.5045865885416667,0.9675921704578838,0.757433050358854,0.3732084728422619,6.803382723040449,2.8126232336317427,0.5360887692907009,0.2867756914249409,0.2215235699306114,Energy,7
-ett1/D/short,RacineCast-1,38518.653968253966,38518.653968253966,131.48473462301587,1.6215729963933354,1.194609142485119,0.4742553226531498,10.299439570505667,196.26169765966551,0.5154878589701328,0.3453490168805567,0.2636233453667752,Energy,7
-ett1/H/short,RacineCast-1,92.8165550595238,92.8165550595238,4.762381708054315,0.7891391899580946,0.4562513578505743,0.2541285605657668,5.2569479903573,9.634134889003985,0.4496644657484145,0.2222798259640788,0.1706340010994321,Energy,7
-ett1/H/medium,RacineCast-1,131.7712890625,131.7712890625,6.767135765438988,1.2462884173681108,3462935071343.132,0.4357989356631324,8.295980595979113,11.479167611917688,0.5498249173400108,0.3241297617257758,0.2492928932060261,Energy,7
-ett1/H/long,RacineCast-1,137.35550595238095,137.35550595238095,6.975094039351852,1.3367353861848137,3728036726322.492,0.466729187334656,9.16930636851817,11.719876533154304,0.5612395036824837,0.3340221465397021,0.2566064620068621,Energy,7
-ett1/W/short,RacineCast-1,1277934.0,1277934.0,895.3790457589286,1.5745548270252705,0.6105705669948033,0.5797243118286133,8.083111525663764,1130.457429539034,0.4498359926876935,0.356292692989745,0.2606602743265923,Energy,7
-ett2/15T/short,RacineCast-1,7.211575753348214,7.211575753348214,1.648921857561384,0.7087391432433581,0.1000652934443677,0.1200558253696986,4.668924888988894,2.6854377209960045,0.1274872924962385,0.0782801930258139,0.0614563366310877,Energy,7
-ett2/15T/medium,RacineCast-1,11.015343967013887,11.015343967013887,2.0642999461340525,0.8481634200714068,0.127535977591631,0.1552517960563538,6.377505561307463,3.3189371743095544,0.176872158042141,0.1100102735132253,0.0870165560838679,Energy,7
-ett2/15T/long,RacineCast-1,10.74696800595238,10.74696800595238,2.063513919890873,0.8556046065288282,0.1297426526853372,0.1583434283544146,6.9566233688227035,3.27825685478615,0.1747042418668068,0.1099683920220627,0.0891159737200114,Energy,7
-ett2/D/short,RacineCast-1,104747.01587301587,104747.01587301587,192.41954365079368,1.2616584146011576,0.4189966595362103,0.1304163372705853,11.797026945119098,323.6464365214236,0.1852313947444057,0.1101267816497626,0.0906675155328566,Energy,7
-ett2/H/short,RacineCast-1,104.71461356026786,104.71461356026786,6.292871675037202,0.7205716547995111,0.1173386823262129,0.1074520656040736,5.004357432206367,10.23301585849782,0.1297831134633285,0.0798111221466836,0.0630819199500111,Energy,7
-ett2/H/medium,RacineCast-1,232.14747023809525,232.14747023809525,9.433324032738096,1.0140329114291606,0.1698005657357939,0.1649455842517671,7.255491256113088,15.236386390417357,0.2053201047643108,0.1271201076848263,0.1021065472490843,Energy,7
-ett2/H/long,RacineCast-1,215.29546957671957,215.29546957671957,8.998362061838625,0.9970602242635708,0.1737071560369745,0.1693452380952381,8.132665578909034,14.672950268324348,0.200934760788142,0.1232256427859562,0.1007303431960587,Energy,7
-ett2/W/short,RacineCast-1,2712634.0,2712634.0,1149.848423549107,0.7745276654138713,0.129140487739018,0.1372663719313485,9.132644687969426,1647.0075895392831,0.1381586865970646,0.0964546544850398,0.0821627548509545,Energy,7
-hierarchical_sales/D/short,RacineCast-1,28.399006643370193,28.399006643370193,2.2934717059283276,0.7403303075820825,0.632874547245731,1.0500690335624223,6.848129271979479,5.329071836949676,1.6349002236656476,0.7036117207118194,0.570101560902887,Sales,1
-hierarchical_sales/W/short,RacineCast-1,456.0586371987553,456.0586371987553,8.823514259467691,0.7164393262874165,0.5235576199097642,0.451404062368102,6.628736569393281,21.35552942913744,0.980442801858098,0.4050918555540019,0.3415404760796228,Sales,1
-hospital/M/short,RacineCast-1,2483.048015808344,2483.048015808344,17.04838737743101,0.742582445679876,0.1889131505403348,0.1699518040437793,4.861225367587177,49.830191809869085,0.180895167546432,0.0618896050571907,0.0486242584058695,Healthcare,1
-jena_weather/10T/short,RacineCast-1,771.4483491988409,771.4483491988409,5.249513480776832,0.2601818161171177,0.338165132285065,0.5397274450650291,2.0997520740578746,27.77495903145207,0.1725173212770548,0.0326060608293203,0.0268712978617883,Nature,21
-jena_weather/10T/medium,RacineCast-1,1386.0614560786437,1386.0614560786437,9.076782473169192,0.5701843559533069,0.7295220624848792,0.6366872019581981,5.025292893063152,37.22984630748083,0.2284789429784412,0.0557040619503773,0.0456780447168602,Nature,21
-jena_weather/10T/long,RacineCast-1,1315.1036665013228,1315.1036665013228,9.24993218315972,0.6157997136022629,0.780894415405058,0.626250736297123,5.309035484579737,36.26435807375229,0.2219078197430073,0.0566019196965,0.0465293089005019,Nature,21
-jena_weather/D/short,RacineCast-1,363.3252232142857,363.3252232142857,9.534521484375,1.0338759666523265,0.6299435378331218,0.4511812724764384,6.638304389805108,19.061091868365928,0.1147789269576661,0.0574134027887246,0.0449632336699952,Nature,21
-jena_weather/H/short,RacineCast-1,1077.760728114231,1077.760728114231,8.14191400437128,0.512826790363343,1.2196828428871878,0.6028446015857515,4.265081223592037,32.82926633530258,0.201241297243426,0.0499094106931705,0.0401164434042109,Nature,21
-jena_weather/H/medium,RacineCast-1,1158.7628968253969,1158.7628968253969,9.671052672371031,0.7671722304131939,2.064839787855461,0.6672932458302331,5.59018951298599,34.04060658721282,0.2083005089140753,0.0591788864933577,0.0474417411473913,Nature,21
-jena_weather/H/long,RacineCast-1,1283.4193121693122,1283.4193121693122,10.908475942460315,0.9264630666024234,2.0196214305499596,0.6520940548528439,6.5963001902462395,35.82484210948196,0.2157052407613345,0.0656811109541455,0.0528880433767267,Nature,21
-kdd_cup_2018/D/short,RacineCast-1,2884.9107357329276,2884.9107357329276,21.112408519100335,1.192381039757318,0.5297685916519393,0.4632131872171416,8.976651734870313,53.71136505184845,1.2031916040551764,0.472940366476318,0.3742361453317517,Nature,1
-kdd_cup_2018/H/short,RacineCast-1,4405.329098387182,4405.329098387182,22.81585614860236,0.9513073172254318,0.9124565176243352,0.4983328839750864,7.355417108573928,66.37265324203321,1.3892998353415882,0.4775771894313322,0.3784260304441211,Nature,1
-kdd_cup_2018/H/medium,RacineCast-1,5144.923569394408,5144.923569394408,25.72987984629848,1.05067789359125,1.0469714532099628,0.5574937378952238,8.519770171933525,71.72812258378444,1.5013995242888654,0.5385729888039126,0.4245922538613594,Nature,1
-kdd_cup_2018/H/long,RacineCast-1,4111.33016270118,4111.33016270118,24.361944623669302,1.0201888234797942,1.0659705696127193,0.6111810864913934,7.4777433342005075,64.11965504196962,1.50450626620956,0.5716296870182737,0.4465274647389379,Nature,1
-m4_daily/D/short,RacineCast-1,350329.6169860421,350329.6169860421,172.03297612182735,3.219953626864316,0.0360700277805312,0.0294498793757889,24.770773505446066,591.8864899506003,0.0914301046579569,0.0265743403143924,0.0210510323243868,Econ/Fin,1
-m4_hourly/H/short,RacineCast-1,487015.0472142715,487015.0472142715,165.86973187236202,0.6415415718557004,0.0819264585077282,0.0743668068818232,4.9109268722664146,697.8646338755616,0.0952739408971473,0.0226448830674674,0.0183638947713882,Econ/Fin,1
-m4_monthly/M/short,RacineCast-1,1785018.0924016205,1785018.0924016205,540.1542136682581,0.8965906743899786,0.1552149640542489,0.1278964042597347,7.310174356444061,1336.045692482716,0.2776761600543672,0.112262588572006,0.0893827309124052,Econ/Fin,1
-m4_quarterly/Q/short,RacineCast-1,1683683.81034375,1683683.81034375,535.742233988444,1.1163299566705216,0.1105195442140102,0.0973794516026973,8.39821597140662,1297.5684222204816,0.21719010489197,0.0896738160411529,0.071440347917219,Econ/Fin,1
-m4_weekly/W/short,RacineCast-1,225976.99935718876,225976.99935718876,241.6187426344547,1.8578732026438949,0.0582937825433646,0.0578909743795155,13.024815930208137,475.37038123676655,0.0866051097237794,0.0440191870236785,0.0348836478675446,Econ/Fin,1
-m4_yearly/A/short,RacineCast-1,3283750.5602565217,3283750.5602565217,827.4004231572466,3.0566124659520653,0.1596903749213943,0.1369214105660043,28.10291418516809,1812.1121820286187,0.2905805873905862,0.132677492791368,0.1076216587364544,Econ/Fin,1
-restaurant/D/short,RacineCast-1,137.51545927532806,137.51545927532806,7.046659487240386,0.676840322359864,0.6756636773748337,0.3898657644408484,4.586260007859823,11.72669856674623,0.5396898385292453,0.3243035965487896,0.2535685106694437,Sales,1
-saugeen/D/short,RacineCast-1,1189.8990625,1189.8990625,12.6674658203125,2.8139627342804956,0.2765378824869792,0.3177967834472656,31.24973508457165,34.49491357432281,1.117298469617331,0.4103022361389655,0.3403987989909611,Nature,1
-saugeen/M/short,RacineCast-1,399.84165736607144,399.84165736607144,12.427711123511903,0.7282267133218633,0.3561552592686244,0.3538562683832078,4.550585708858909,19.996041042318137,0.6003411396516747,0.3731171707120078,0.2883726036611832,Nature,1
-saugeen/W/short,RacineCast-1,976.2537109375,976.2537109375,14.55711669921875,1.1810171069933852,0.3705691337585449,0.377111005783081,9.614187781271877,31.245058984381835,0.9431580865014798,0.4394186721771531,0.3481154646934097,Nature,1
-solar/10T/short,RacineCast-1,19.92788513629106,19.92788513629106,1.8899382245511611,0.8291621433430684,5.250262570172251,1.5043960998238148,3.785490721627012,4.464065987000087,1.2985962869454049,0.5497828141666046,0.4136936557467723,Energy,1
-solar/10T/medium,RacineCast-1,19.673304310785777,19.673304310785777,1.825244029921996,0.7998173533769994,3.715514158264815,1.444736581121865,3.921706553249976,4.435459875907545,0.9842461853486684,0.4050289088487297,0.2978775765491489,Energy,1
-solar/10T/long,RacineCast-1,18.319945239634023,18.319945239634023,1.7589270821453011,0.7693084176443353,3.404774053101584,1.4398073170113543,4.10529789449819,4.280180514842105,0.9250925290549628,0.3801639433670215,0.2835643520735691,Energy,1
-solar/D/short,RacineCast-1,124892.65206812652,124892.65206812652,247.03596411192217,0.9631925701709956,1.068351682491256,0.4210474093174992,5.246998050216259,353.4015450845207,0.5105448737505421,0.3568828344516738,0.2728600102321279,Energy,1
-solar/H/short,RacineCast-1,486.4248310743213,486.4248310743213,9.116430823118131,0.7019226119750446,3.283080984575222,1.379813412023821,3.552485105623342,22.055040944743705,0.812956158168372,0.336034677819818,0.2530616378697179,Energy,1
-solar/H/medium,RacineCast-1,574.8567214111922,574.8567214111922,10.49338717495438,0.8035863807627008,3.439894427577987,1.3933266150110248,4.106247160388486,23.976169865330704,0.8636775992035466,0.3779962977273843,0.2776506888111186,Energy,1
-solar/H/long,RacineCast-1,593.8211780210868,593.8211780210868,10.723637406224656,0.816593271539106,4.248708749413682,1.3894527685903284,4.298493329481175,24.368446360428617,0.8448985569153178,0.371808101156391,0.2803033885306113,Energy,1
-solar/W/short,RacineCast-1,1523738.1897810218,1523738.1897810218,998.3252737226276,1.0941389318349712,0.2255001764227874,0.1963612772252438,6.4536094999886435,1234.3979057747229,0.2519714681732922,0.2037831429862309,0.1472539273586849,Energy,1
-temperature_rain/D/short,RacineCast-1,174.53552288576077,174.53552288576077,5.623306921749194,1.306801524692383,23.26322277324681,1.4979858955378176,18.45864355952944,13.211189306257054,1.5553062716587964,0.6620118991646419,0.5359858858334041,Nature,1
-us_births/D/short,RacineCast-1,111992.84,111992.84,206.91791666666663,0.3046313153269019,0.019929560025533,0.0197830820083618,2.2077473779827073,334.6533131466055,0.0313710325524889,0.0193968756454519,0.0152178620488413,Healthcare,1
-us_births/M/short,RacineCast-1,50173765.333333336,50173765.333333336,5807.385416666667,0.6558193527193229,0.0178526019056638,0.0180830769240856,3.3250038681460574,7083.344219599478,0.0220008188524451,0.0180376995099131,0.0137443000531484,Healthcare,1
-us_births/W/short,RacineCast-1,1658823.142857143,1658823.142857143,996.6633649553572,0.9065715672219462,0.0135106593370437,0.0135320744344166,5.2727909031463245,1287.9530825527547,0.0174838368061538,0.0135296074520151,0.010536182218582,Healthcare,1