| cfg,pool,method,n_seeds,n_test,ROC-AUC_mean,ROC-AUC_std,AURC_mean,AURC_std,AUGRC_mean,AUGRC_std,risk@80_mean,risk@80_std,risk@90_mean,risk@90_std,ROC-AUC_seedmean |
| deberta_small_cola,euclcls_only,"EuclCls (profile, identity covariance)",5,1043,0.7706577206577208,0.0033670336371678573,0.0681294545521234,0.0013764748692088236,0.04919405174799076,0.0004915235255205893,0.12446043165467627,0.0023064009666272567,0.14866879659211926,0.00193460086523802,0.7732911232911234 |
| deberta_small_cola,sharedcls_only,"SharedCls (profile, one whitening)",5,1043,0.8122516222516222,0.003741348264778294,0.05756451095164762,0.00108423854892803,0.043125562463172736,0.000545659970844213,0.10815347721822541,0.0025994584398895404,0.13993610223642172,0.0019346008652380152,0.8142411642411642 |
| deberta_small_cola,mdcls_only,MDcls,5,1043,0.7284684684684686,0.003925533116674108,0.07997929262126616,0.0013707301692113224,0.05535060472547201,0.0005735724121741079,0.13333333333333336,0.001970225026996988,0.16080937167199147,0.003282435571335982,0.734067284067284 |
| deberta_small_cola,mc_trajC,MDcls+TRAJ,5,1043,0.815966105966106,0.00593477212671263,0.05543110223352984,0.0018046483939852388,0.04258375932689188,0.0008655481936696215,0.11223021582733814,0.0024863838553150757,0.1410010649627263,0.0019346008652380152,0.8225886725886726 |
| deberta_small_cola,mdml_only,MDml,5,1043,0.7247873747873748,0.0031960837580768137,0.08099651258488438,0.0008625405898841428,0.055887260088486546,0.0004663992468531458,0.13741007194244603,0.004690073672807662,0.15953141640042595,0.0019050632396164344,0.7305644805644806 |
| deberta_small_cola,rc_trajA,RMDcls+TRAJ(derivable),5,1043,0.8101801801801802,0.0010116032936291946,0.05874924538532019,0.0009577738461609578,0.043427626444478964,0.00014763461822491658,0.11007194244604317,0.0015633578909358882,0.1382321618743344,0.001579594991926652,0.8123574623574623 |
| deberta_small_cola,rc_trajB,RMDcls+TRAJ(1layer),5,1043,0.8127392427392428,0.0026972401139314585,0.058311575691540184,0.0008173290083221615,0.043053677486489396,0.00039427080366691254,0.11079136690647481,0.0020063789605133703,0.14014909478168264,0.003247699825767175,0.815885465885466 |
| deberta_small_cola,rc_trajC,RMDcls+TRAJ,5,1043,0.8153814653814655,0.002197365974713727,0.05606634222281692,0.0008771467270842671,0.04266888143483149,0.0003205830000608567,0.11127098321342928,0.002144909330935048,0.14036208732694358,0.0021825241248050317,0.8201757701757701 |
| deberta_small_cola,rc_trajCps0,RMDcls+TRAJ(persample-0),5,1043,0.8028148428148428,0.004429257053910593,0.060373402736020786,0.0018703555214184047,0.04450222411382462,0.0006462808461167165,0.10767386091127099,0.002985587433570441,0.1382321618743344,0.0017499123242976477,0.8077301077301077 |
| deberta_small_cola,rc_trajCps1,RMDcls+TRAJ(persample-1),5,1043,0.8124941724941724,0.005624966190427958,0.05747704472799501,0.002039800360996177,0.04308989574839891,0.0008207489122172561,0.10839328537170263,0.0038481550445758315,0.14014909478168264,0.0012142443291790553,0.816071316071316 |
| deberta_small_cola,rc_trajCps2,RMDcls+TRAJ(persample-2),5,1043,0.8014338814338814,0.0031333098908745247,0.06124643453307528,0.0006137189419429615,0.04470372266739226,0.0004571868696652813,0.11342925659472422,0.0024863838553150766,0.14014909478168266,0.0035799225375871325,0.8055188055188055 |
| deberta_small_cola,rc_trajFREE,RMDcls+TRAJ(order-free),5,1043,0.8121571221571221,0.005160127065954493,0.057892329395134244,0.0018241440125148208,0.043138983443474235,0.0007532213150733602,0.11007194244604315,0.001313483351331335,0.13823216187433437,0.0019050632396164367,0.8152365652365653 |
| deberta_small_cola,rc_trajORD,RMDcls+TRAJ(order-dependent),5,1043,0.8116191016191017,0.004502370367446154,0.05755263292092412,0.0010452909367743022,0.043217486985785716,0.0006575837928417226,0.11366906474820142,0.00214490933093505,0.14270500532481364,0.001992362825758225,0.8158980658980659 |
| deberta_small_cola,trajORD_only,TRAJ(order-dependent),5,1043,0.8086152586152586,0.006190582509472425,0.05742113068334568,0.00209883299661866,0.04365559926055913,0.0009034491079713705,0.11414868105515588,0.0013134833513313406,0.1407880724174654,0.003230191882450075,0.8161059661059662 |
| deberta_small_cola,trajsoft_only,TRAJSOFT,5,1043,0.7701323001323003,0.0023586713725434276,0.07354488359792621,0.0019322073296956699,0.04927145219603088,0.00034430710046994765,0.1129496402877698,0.003217363996402578,0.14185303514376996,0.001749912324297662,0.7742172242172244 |
| deberta_small_cola,rc_trajsoft,RMDcls+TRAJSOFT,5,1043,0.7987141687141688,0.00478724748393629,0.06225728645088859,0.0013852578755549198,0.04510102045412552,0.0006986392532683398,0.11342925659472422,0.0018184353582857441,0.14078807241746538,0.0011666082161984317,0.8022900522900523 |
| deberta_small_cola,atcls_trajC,AttnTopo+RMDcls+TRAJ,5,1043,0.8222094122094121,0.001961804158255116,0.054257171232136706,0.0008970003038573026,0.04167260345875209,0.0002864263984869363,0.10671462829736211,0.0018958499161680924,0.13844515441959532,0.0016838539191524843,0.8264757764757765 |
| deberta_small_cola,trajC_only,TRAJ,5,1043,0.814873684873685,0.004826821684441181,0.055709133172296164,0.0012689110243436989,0.04274278875101232,0.0007042244624334216,0.11414868105515588,0.0023064009666272627,0.14206602768903087,0.0024517283137851643,0.8206986706986708 |
| deberta_small_cola,trajCps0_only,TRAJ(persample-0),5,1043,0.7787122787122787,0.005953410952653021,0.06894764131695781,0.0016179481856223082,0.048019072499951736,0.0008686728769476369,0.11486810551558753,0.0017784648650109548,0.14057507987220447,0.0037652118274044116,0.7850122850122849 |
| deberta_small_cola,trajCps1_only,TRAJ(persample-1),5,1043,0.7856095256095257,0.003188258847392767,0.06546013877538241,0.0012011055409877555,0.04701268282638491,0.000465204570530165,0.11438848920863309,0.0030095684407700565,0.14249201277955273,0.0024284886583581223,0.7905814905814905 |
| deberta_small_cola,trajCps2_only,TRAJ(persample-2),5,1043,0.7776198576198576,0.006821880886021971,0.0674177193523238,0.001985507370891982,0.04817846962216264,0.0009953928836063247,0.11894484412470023,0.002306400966627261,0.14185303514376996,0.003141188754792891,0.7825867825867827 |
| deberta_small_cola,rmdcls_only,RMDcls,5,1043,0.8083317583317584,0.002301357032814172,0.05977620259304915,0.0017489452205705547,0.04369751684287066,0.0003357796584773373,0.11007194244604315,0.0015633578909358885,0.1397231096911608,0.001905063239616426,0.8103603603603603 |
| deberta_small_cola,rmdml_only,RMDml,5,1043,0.783818433818434,0.0007173851227076204,0.06711342680798948,0.002208527339228555,0.04727411616869621,0.00010425553989070759,0.12014388489208634,0.001003189480256684,0.14675186368477103,0.0026517358036184705,0.7865463365463367 |
| deberta_small_cola,rmdlast1_only,RMD-last (fitted),5,1043,0.7819202419202419,0.0010101436859573582,0.06763898483503787,0.0009121318687706448,0.047548235095128094,0.00013529372416947995,0.12158273381294964,0.0013671168166656312,0.1448349307774228,0.000753042365480878,0.782032382032382 |
| deberta_small_cola,rmdclslast_only,RMDcls-last,5,1043,0.798012348012348,0.0007528606377330342,0.0645385604946889,0.0003633769507467068,0.04520250512709025,0.00010832282149711107,0.10815347721822541,0.0005362273327337654,0.1410010649627263,0.0005833041080992159,0.797955647955648 |
| deberta_small_cola,clslast_only,RawCLS-last,5,1043,0.7848276948276949,0.003798029742253952,0.06512002137445587,0.0012904513622094581,0.04712685308347022,0.0005548452552458982,0.11750599520383694,0.002398081534772183,0.14547390841320554,0.002208353711749481,0.7892742392742393 |
| deberta_small_cola,clsall_only,RawCLS-all,5,1043,0.7861897561897562,0.0053008041110779785,0.06468725476323972,0.0018397646668329467,0.0469282961146262,0.0007737846272930599,0.11774580335731417,0.005115282735659843,0.1448349307774228,0.000753042365480878,0.7935960435960437 |
| deberta_small_cola,mlppath_only,TrajProbe-det,5,1043,0.7524343224343224,0.005329240458881506,0.07656770865304384,0.002918370196726813,0.05185342818718406,0.000778002316012297,0.12565947242206238,0.00538901799861972,0.15228966986155484,0.001506084730961756,0.7585806085806086 |
| deberta_small_cola,rmdsort_only,RMDsort,5,1043,0.8041813141813142,0.0038521316268815063,0.060014500572498075,0.0011633720989147318,0.044302564050709245,0.00056187656632444,0.11223021582733814,0.001608681998201289,0.14291799787007453,0.0023087841734482258,0.8060826560826562 |
| deberta_small_cola,rmdtop3_only,RMDtop3,5,1043,0.8041813141813142,0.0038521316268815063,0.060014500572498075,0.0011633720989147318,0.044302564050709245,0.00056187656632444,0.11223021582733814,0.001608681998201289,0.14291799787007453,0.0023087841734482258,0.8060826560826562 |
| deberta_small_cola,single_v1,AttnTopo,5,1043,0.7908089208089208,0.00647041716889683,0.06374958976373016,0.002054110730972291,0.046254305514827884,0.0009442956149232113,0.11798561151079139,0.002178165722372296,0.14164004259850907,0.0010649627263045885,0.797823347823348 |
| deberta_small_cola,single_v1_rmdcls,AttnTopo+RMDcls,5,1043,0.810902160902161,0.0028412504571755006,0.05935225834604204,0.0017346256370247824,0.04332209709251927,0.00041532726179498836,0.11007194244604315,0.0021449093309350467,0.13929712460063898,0.0017499123242976477,0.8164713664713665 |
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