| Model,Dataset,Loss,Accuracy,AUCROC,F1 | |
| ViT,a,0.26081677189425306,0.9402703552342031,0.948634438305709,0.602510460251046 | |
| ViT,b,0.22714076965991073,0.9490726186733731,0.954792817679558,0.64 | |
| ViT,c,0.5409317808831798,0.8802263439170073,0.9180930018416207,0.4304932735426009 | |
| ViT,d,0.2093577366257868,0.9440427538509902,0.9635985267034991,0.6180257510729614 | |
| ViT,e,0.626060025425041,0.8693743139407245,0.9101869371073942,0.7076167076167076 | |
| ViT,f,0.28432284784108347,0.9316861590891488,0.9442099621115129,0.24615384615384617 | |
| ViT,g,0.0920504999384284,0.9766666666666667,0.9990343333333334,0.9770867430441899 | |
| ViT,h,0.2584120511338115,0.9401666666666667,0.9969072222222223,0.9432769789856218 | |
| ViT,i,0.08262255262583494,0.974,0.9991285555555557,0.9745347698334965 | |
| ViT,j,4.850409872978926,0.5285,0.5466985,0.17304881613563286 | |
| ViT,k,4.840981937706471,0.5258333333333334,0.6174096111111111,0.17224323537969158 | |
| ViT,l,1.707986980357526,0.8095817249220031,0.7775850352542502,0.6554396708448952 | |
| MLP-Mixer,a,0.3746531411129437,0.8808550770198051,0.9587697974217311,0.4669479606188467 | |
| MLP-Mixer,b,0.4263077380896289,0.8786545111600126,0.9555377532228361,0.4623955431754875 | |
| MLP-Mixer,c,0.7193417321657543,0.8101226029550456,0.9323139963167587,0.3547008547008547 | |
| MLP-Mixer,d,0.06999178051348941,0.9739075762338887,0.9913977900552486,0.8 | |
| MLP-Mixer,e,0.5372455838482937,0.8397365532381997,0.938428063271021,0.694560669456067 | |
| MLP-Mixer,f,0.40886121419995697,0.8808767717450237,0.9582961898851193,0.17754010695187167 | |
| MLP-Mixer,g,0.220160967502743,0.936,0.9966087777777778,0.9396036489462095 | |
| MLP-Mixer,h,0.3755178214646876,0.8996666666666666,0.9936971666666665,0.9084549878345499 | |
| MLP-Mixer,i,0.03125413155928254,0.9865,0.9996044444444444,0.9866226259289843 | |
| MLP-Mixer,j,4.689226661682129,0.45866666666666667,0.35093755555555556,0.07040641099026904 | |
| MLP-Mixer,k,4.50031984564662,0.5091666666666667,0.5708096111111112,0.0770918207458477 | |
| MLP-Mixer,l,1.7004726856614425,0.7658505631642959,0.7001407272343229,0.5967213114754099 | |
| CvT,a,0.7275567101967556,0.6862621817038667,0.8178130755064457,0.223950233281493 | |
| CvT,b,0.8674648388381725,0.6309336686576549,0.7877642725598526,0.19699042407660738 | |
| CvT,c,0.8444347186157517,0.6369066331342346,0.7903591160220995,0.1995841995841996 | |
| CvT,d,0.06786359480738227,0.9761081420936812,0.984121546961326,0.7912087912087912 | |
| CvT,e,1.079856214224965,0.544456641053787,0.714894422159994,0.4096728307254623 | |
| CvT,f,0.6667535994093697,0.7157462628766168,0.8375527856501153,0.07276402223345124 | |
| CvT,g,0.4902210609912872,0.7958333333333333,0.9368645,0.8262164846077458 | |
| CvT,h,0.4780112521648407,0.799,0.9404210555555556,0.8284495021337127 | |
| CvT,i,0.06629910692572594,0.9788333333333333,0.998182,0.9786590488993446 | |
| CvT,j,3.285769058704376,0.31566666666666665,0.11980044444444445,0.014875239923224568 | |
| CvT,k,2.8618470991551876,0.49866666666666665,0.5598825555555555,0.020195439739413682 | |
| CvT,l,1.3706902678378083,0.6442811062344667,0.5954304635509091,0.4785675529028757 | |
| Swin,a,0.17904385026568925,0.9320968248978309,0.9377541436464087,0.5573770491803278 | |
| Swin,b,0.16908444278234958,0.9302106255894372,0.9438968692449355,0.5506072874493927 | |
| Swin,c,0.3163154192856744,0.8805407104684062,0.9053370165745855,0.4171779141104294 | |
| Swin,d,0.05074489927894287,0.9833385727758567,0.9865469613259669,0.8369230769230769 | |
| Swin,e,0.4723492567023645,0.7859495060373216,0.8619995459017633,0.582441113490364 | |
| Swin,f,0.17172798980294332,0.9313763457516846,0.9387167824732112,0.23488773747841105 | |
| Swin,g,0.07050645374506712,0.9703333333333334,0.9997747777777777,0.971178756476684 | |
| Swin,h,0.14856340130418538,0.944,0.9992891111111111,0.9469529523208083 | |
| Swin,i,0.007766767971217632,0.9985,0.9999895555555555,0.9985017479607124 | |
| Swin,j,2.8674492346346376,0.485,0.43114961111111116,0.05330882352941176 | |
| Swin,k,2.804709552191198,0.5131666666666667,0.6342635555555556,0.056219709208400644 | |
| Swin,l,1.0054080692499547,0.7990587488763153,0.7133887608594007,0.6290511518937915 | |
| CaiT,a,0.4621231952897036,0.821754165356806,0.9297688766114179,0.36363636363636365 | |
| CaiT,b,0.258825070179322,0.9122917321596982,0.9613351749539596,0.5373134328358209 | |
| CaiT,c,0.8353647122552507,0.685004715498271,0.8978766114180479,0.24434389140271492 | |
| CaiT,d,0.031897671438732525,0.9902546369066332,0.9952596685082873,0.9126760563380282 | |
| CaiT,e,0.4524560969171618,0.8463227222832053,0.9379777491864074,0.6982758620689655 | |
| CaiT,f,0.4045827676295477,0.8495081713267756,0.9455966026222479,0.14292015880017644 | |
| CaiT,g,0.12979762570466846,0.9553333333333334,0.9989632222222222,0.9571337172104927 | |
| CaiT,h,0.43545972697343677,0.8348333333333333,0.9963943888888888,0.857921146953405 | |
| CaiT,i,0.009488287813030183,0.9966666666666667,0.9999612222222222,0.9966688874083944 | |
| CaiT,j,3.0854302213191986,0.4766666666666667,0.32313933333333333,0.07100591715976332 | |
| CaiT,k,2.9651209139451384,0.518,0.598769,0.07662835249042145 | |
| CaiT,l,1.2156231775795154,0.7445402146898631,0.6535540584867622,0.5754459970120397 | |
| DeiT,a,0.21973140770554805,0.9163784973278843,0.9421279926335173,0.5333333333333333 | |
| DeiT,b,0.18026995446669986,0.9349261238604213,0.9484125230202579,0.5949119373776908 | |
| DeiT,c,0.24070323096322999,0.9154353976736875,0.9384106813996317,0.5305410122164049 | |
| DeiT,d,0.045521379231525945,0.9877397044954417,0.9928232044198896,0.8862973760932945 | |
| DeiT,e,0.6630487046833227,0.7760702524698134,0.8773329296904565,0.5984251968503937 | |
| DeiT,f,0.1809546241546691,0.9326930524359074,0.9509643553098133,0.2591645353793691 | |
| DeiT,g,0.08131901465170085,0.9685,0.9991698888888889,0.9693530079455165 | |
| DeiT,h,0.11335872827284038,0.9581666666666667,0.9988661111111111,0.9597046074811366 | |
| DeiT,i,0.009879813833162188,0.9965,0.9999472222222223,0.9964994165694282 | |
| DeiT,j,3.730827052116394,0.49016666666666664,0.3371602222222222,0.07218683651804671 | |
| DeiT,k,3.6593878800719977,0.5181666666666667,0.7405100555555556,0.07606263982102908 | |
| DeiT,l,1.2843114430264382,0.8011210406641637,0.708836413391112,0.634179554518043 | |
| DeiT3,a,0.10351562584202569,0.9666771455517132,0.967061694290976,0.7309644670050761 | |
| DeiT3,b,0.10786095303265189,0.9651053127947187,0.9586629834254143,0.7218045112781954 | |
| DeiT3,c,0.12137072830127493,0.9622760138321282,0.9632596685082873,0.7058823529411765 | |
| DeiT3,d,0.05938508253192066,0.9852247720842502,0.9764714548802946,0.8597014925373134 | |
| DeiT3,e,0.2852305471569987,0.9198682766190999,0.9255581624158026,0.7977839335180056 | |
| DeiT3,f,0.06806116103929771,0.9760669196808922,0.9640239483015283,0.4824120603015075 | |
| DeiT3,g,0.03457943443208933,0.9858333333333333,0.9997122222222222,0.9859805376876134 | |
| DeiT3,h,0.04174186686426401,0.9843333333333333,0.99965,0.9845191040843215 | |
| DeiT3,i,0.00887914503365755,0.9965,0.9999582222222222,0.9964994165694282 | |
| DeiT3,j,3.737933710604906,0.519,0.5266332222222222,0.11526670754138565 | |
| DeiT3,k,3.71223342192173,0.5296666666666666,0.6497483333333334,0.11757348342714197 | |
| DeiT3,l,1.2237240775665559,0.8343821056527947,0.8068982843173076,0.6795580110497238 | |
| Twins_SVT,a,0.42038975148709157,0.8192392329456146,0.8869475138121546,0.33983926521239954 | |
| Twins_SVT,b,0.4005945102762254,0.8091795033008488,0.8857955801104973,0.327796234772979 | |
| Twins_SVT,c,0.4493913765093771,0.8054071046840616,0.87690423572744,0.32349726775956283 | |
| Twins_SVT,d,0.10364232180450968,0.9761081420936812,0.9843406998158379,0.7956989247311828 | |
| Twins_SVT,e,0.5988346448190649,0.70801317233809,0.8065163096949973,0.5266903914590747 | |
| Twins_SVT,f,0.3545602475236788,0.8442413445898846,0.9026489390789582,0.1283051582141309 | |
| Twins_SVT,g,0.2474187276363373,0.8956666666666667,0.9830134444444444,0.9040171726464274 | |
| Twins_SVT,h,0.273289222240448,0.8936666666666667,0.9851210555555556,0.9023569023569024 | |
| Twins_SVT,i,0.0899845923781395,0.9841666666666666,0.9985422222222222,0.9841428809881488 | |
| Twins_SVT,j,2.6232716159820555,0.4155,0.1803668888888889,0.03680307607800055 | |
| Twins_SVT,k,2.4658374714255333,0.504,0.3982547777777778,0.043086816720257236 | |
| Twins_SVT,l,1.027051387313659,0.7358151340489663,0.5966640795291248,0.5587352057940294 | |
| Twins_PCPVT,a,0.430052495628586,0.8000628733102798,0.8719401473296501,0.3041575492341357 | |
| Twins_PCPVT,b,0.3465015141235437,0.8560201194592896,0.9034383057090241,0.37771739130434784 | |
| Twins_PCPVT,c,0.4657778265396779,0.7752279157497642,0.857121546961326,0.2799597180261833 | |
| Twins_PCPVT,d,0.2879813692922751,0.9056900345803206,0.9308342541436465,0.4809688581314879 | |
| Twins_PCPVT,e,0.4774637080311906,0.7716794731064764,0.8551956406569287,0.5720164609053497 | |
| Twins_PCPVT,f,0.3843120121954025,0.8335527844473705,0.8887894780242434,0.11454470539761022 | |
| Twins_PCPVT,g,0.25515789008140566,0.9081666666666667,0.9717176666666667,0.9122751154274797 | |
| Twins_PCPVT,h,0.31839424538612365,0.8653333333333333,0.9604102222222224,0.8764148057509942 | |
| Twins_PCPVT,i,0.2241324300765991,0.9345,0.9829576666666666,0.9358157765801078 | |
| Twins_PCPVT,j,1.4245353891849517,0.49833333333333335,0.46813805555555554,0.21245421245421245 | |
| Twins_PCPVT,k,1.3935099244117737,0.5246666666666666,0.4594932222222222,0.22161572052401746 | |
| Twins_PCPVT,l,0.6877527087257096,0.7420548886891227,0.697346002300591,0.5830056419900838 | |
| PiT,a,0.45982032410006446,0.7887456774599183,0.924538674033149,0.3225806451612903 | |
| PiT,b,0.4223166468832261,0.8010059729644766,0.9304309392265193,0.3357817418677859 | |
| PiT,c,0.6344863635794392,0.7136120716755737,0.8947255985267035,0.25995125913891143 | |
| PiT,d,0.03659489378333092,0.9845960389814524,0.9966464088397791,0.8672086720867209 | |
| PiT,e,0.6467190528151494,0.7200878155872668,0.8809127374555362,0.5565217391304348 | |
| PiT,f,0.41419300931409125,0.8113236774843157,0.93339286411791,0.11611030478955008 | |
| PiT,g,0.22269588689506054,0.8966666666666666,0.9961491111111112,0.9061175045427013 | |
| PiT,h,0.3351811931580305,0.8503333333333334,0.9926552222222224,0.8695146759662888 | |
| PiT,i,0.018199062839150428,0.994,0.999871,0.9940199335548173 | |
| PiT,j,4.0110640263557436,0.4066666666666667,0.19481644444444443,0.028384279475982533 | |
| PiT,k,3.806567204385996,0.504,0.6367970000000001,0.033766233766233764 | |
| PiT,l,1.4887937803340863,0.7148749405108138,0.6321520235401981,0.5430508474576271 | |
| Ensemble,a,,0.9481295190191764,0.9716399631675874,0.656964656964657 | |
| Ensemble,b,,0.945300220056586,0.973926335174954,0.6448979591836734 | |
| Ensemble,c,,0.9022320025149324,0.9555580110497237,0.5039872408293461 | |
| Ensemble,d,,0.9905690034580321,0.9966666666666667,0.9132947976878613 | |
| Ensemble,e,,0.8737650933040615,0.9450768182850223,0.7331786542923434 | |
| Ensemble,f,,0.9455503059406708,0.9727634725471218,0.310107948969578 | |
| Ensemble,g,,0.9748333333333333,0.9997657777777778,0.9754511461550968 | |
| Ensemble,h,,0.952,0.9993787777777778,0.9541984732824428 | |
| Ensemble,i,,0.9988333333333334,0.999993888888889,0.9988346928583319 | |
| Ensemble,j,,0.4875,0.25661944444444446,0.04710257204834211 | |
| Ensemble,k,,0.5115,0.4922346666666667,0.04930262731106066 | |
| Ensemble,l,,0.8082068637301042,0.6421131491191425,0.6407132243684993 | |