| Model,Dataset,Loss,Accuracy,AUCROC,F1 |
| ViT,a,0.3790108698956886,0.9188934297390757,0.7895534069981583,0.40825688073394495 |
| ViT,b,0.6474953413815365,0.8736246463376297,0.7928941068139963,0.30689655172413793 |
| ViT,c,0.3887653840258975,0.9154353976736875,0.7815948434622468,0.3982102908277405 |
| ViT,d,0.4339898591969456,0.9006601697579377,0.7802946593001843,0.3603238866396761 |
| ViT,e,0.7275202240136531,0.8770581778265643,0.8333762203890108,0.6137931034482759 |
| ViT,f,0.32068420921553115,0.923398652311982,0.7887962050752345,0.15252784918594686 |
| ViT,g,2.4499126282334327,0.5935,0.7337697777777779,0.41664673523080603 |
| ViT,h,2.3127426176071166,0.6156666666666667,0.7213267777777778,0.43033596837944665 |
| ViT,i,2.3367191193699837,0.6078333333333333,0.7155961666666667,0.4253968253968254 |
| ViT,j,0.43574089199304583,0.9035,0.9639603333333334,0.9041549412348949 |
| ViT,k,0.3225473812222481,0.9178333333333333,0.9721483333333332,0.9172124265323258 |
| ViT,l,0.9802426720999076,0.8208978901168632,0.848824705820602,0.685486117559662 |
| MLP-Mixer,a,0.24821871188368222,0.9342973907576234,0.7274953959484346,0.40114613180515757 |
| MLP-Mixer,b,0.3468351167483511,0.8972021376925495,0.7498066298342543,0.29978586723768735 |
| MLP-Mixer,c,0.22863765820715645,0.9415278214397989,0.7362136279926336,0.4294478527607362 |
| MLP-Mixer,d,0.22197297275188171,0.9402703552342031,0.7448802946593002,0.42424242424242425 |
| MLP-Mixer,e,0.5210685612128804,0.8682766190998902,0.8295996367214108,0.5384615384615384 |
| MLP-Mixer,f,0.1573308274558462,0.9544574393927658,0.7447600612812645,0.19230769230769232 |
| MLP-Mixer,g,2.0364777975082395,0.5281666666666667,0.5996590555555555,0.21382949180783115 |
| MLP-Mixer,h,1.9738134279251098,0.5516666666666666,0.5622524444444443,0.22254335260115607 |
| MLP-Mixer,i,1.9702800275236367,0.551,0.5762447222222222,0.2222863741339492 |
| MLP-Mixer,j,0.35843076133728025,0.875,0.9505481111111111,0.8680042238648363 |
| MLP-Mixer,k,0.2922329999357462,0.8978333333333334,0.9618148888888888,0.8894499549143372 |
| MLP-Mixer,l,0.7973672104744812,0.8023901433028396,0.7688593430466856,0.6098757699133521 |
| CvT,a,0.5576080598665536,0.8827412763281987,0.7585920810313076,0.33511586452762926 |
| CvT,b,0.8406257543388458,0.839987425337944,0.7651546961325967,0.2697274031563845 |
| CvT,c,0.45941355157408165,0.9053756680289218,0.7661510128913444,0.38445807770961143 |
| CvT,d,0.4890136360203984,0.899402703552342,0.8040036832412524,0.3700787401574803 |
| CvT,e,0.7525440884670233,0.8616904500548848,0.7940134715810185,0.5987261146496815 |
| CvT,f,0.4638477216021927,0.900782278677097,0.7746531228706713,0.1279782164737917 |
| CvT,g,2.635408263206482,0.5545,0.6485876666666667,0.359146487652841 |
| CvT,h,2.433302253484726,0.5891666666666666,0.6446558888888889,0.3779964673227353 |
| CvT,i,2.4489952618479727,0.586,0.699406611111111,0.3761928679055751 |
| CvT,j,0.6779288778305054,0.8571666666666666,0.929701777777778,0.8568565224653416 |
| CvT,k,0.4915158650279045,0.8886666666666667,0.9551427222222222,0.8847878578820283 |
| CvT,l,1.142270628382002,0.7902279096821956,0.8003466836323919,0.6321060929240471 |
| Swin,a,0.4143876506730619,0.8641936497956617,0.7043434622467771,0.2627986348122867 |
| Swin,b,0.6756683163993653,0.8022634391700723,0.720195211786372,0.1966794380587484 |
| Swin,c,0.3583531161967556,0.8934297390757623,0.7160773480662983,0.31237322515212984 |
| Swin,d,0.29349016994284743,0.9135491983652939,0.7763278084714549,0.358974358974359 |
| Swin,e,0.5968914167254215,0.845225027442371,0.7776356618481798,0.5220338983050847 |
| Swin,f,0.3336647423351405,0.8915653318875377,0.7320114316466519,0.0990990990990991 |
| Swin,g,2.182571418762207,0.49166666666666664,0.5955143333333334,0.2375 |
| Swin,h,2.0143414651155473,0.54,0.5570215555555555,0.2560646900269542 |
| Swin,i,1.9799532911777495,0.5506666666666666,0.6583314444444445,0.2605595172792101 |
| Swin,j,0.3886156997680664,0.8788333333333334,0.964886111111111,0.8850229321524593 |
| Swin,k,0.1859975779056549,0.9378333333333333,0.9823477777777778,0.9375104707656223 |
| Swin,l,0.8632472551865445,0.7817672254243562,0.7818820389829563,0.618823312090145 |
| CaiT,a,0.23817305107586642,0.9374410562716127,0.8123416206261509,0.5134474327628362 |
| CaiT,b,0.3217430385037512,0.9104055328513047,0.8156022099447514,0.42424242424242425 |
| CaiT,c,0.23880257207580574,0.9374410562716127,0.8067292817679558,0.5134474327628362 |
| CaiT,d,0.28198474085357195,0.9173215969820812,0.8376279926335175,0.4439746300211416 |
| CaiT,e,0.5301304184284744,0.8682766190998902,0.8315673957466131,0.6363636363636364 |
| CaiT,f,0.19037221234553495,0.9409805592130741,0.8188489798752676,0.21604938271604937 |
| CaiT,g,1.6843535647392274,0.6265,0.7207983333333333,0.46349054345223845 |
| CaiT,h,1.6403812870979309,0.6408333333333334,0.7088211111111111,0.4732339281349303 |
| CaiT,i,1.663275026500225,0.6301666666666667,0.7565758888888889,0.46594464500601684 |
| CaiT,j,0.23444856452941895,0.9306666666666666,0.9765742777777777,0.9306897700766411 |
| CaiT,k,0.21337003868818283,0.9343333333333333,0.9810072777777779,0.934113712374582 |
| CaiT,l,0.6691959589620489,0.8413092908889006,0.851808223589687,0.7203950433243268 |
| DeiT,a,0.27532369791711886,0.9355548569632192,0.7400883977900553,0.4383561643835616 |
| DeiT,b,0.37732297870225406,0.9009745363093367,0.7632817679558012,0.3368421052631579 |
| DeiT,c,0.27752348167909013,0.9393272555800063,0.7630893186003682,0.45325779036827196 |
| DeiT,d,0.27014286825489003,0.9364979566174159,0.795318600368324,0.4419889502762431 |
| DeiT,e,0.6625746366344024,0.8726673984632273,0.80245213047756,0.5797101449275363 |
| DeiT,f,0.17108403316157025,0.9514367593524902,0.767566717155716,0.20330368487928843 |
| DeiT,g,2.1656926336288453,0.59,0.6878379444444445,0.3800403225806452 |
| DeiT,h,2.11278225171566,0.6103333333333333,0.6916527777777778,0.3920956838273531 |
| DeiT,i,2.108869301110506,0.6088333333333333,0.7280663333333334,0.39118028534370947 |
| DeiT,j,0.31411294651031496,0.9131666666666667,0.9682927222222223,0.9117995598442525 |
| DeiT,k,0.25728961780667303,0.932,0.9767967777777777,0.9295823265447014 |
| DeiT,l,0.83515618283903,0.8318439003754429,0.831689744806227,0.6892710572601134 |
| DeiT3,a,0.27852537169354546,0.9038038352719271,0.7915755064456723,0.39763779527559057 |
| DeiT3,b,0.33796260499590713,0.8667085822068532,0.8198545119705342,0.3226837060702875 |
| DeiT3,c,0.26950191666367146,0.9075762338887142,0.800132596685083,0.40725806451612906 |
| DeiT3,d,0.2598652228155589,0.908519333542911,0.8328038674033148,0.40973630831643004 |
| DeiT3,e,0.3859063482278003,0.8792535675082327,0.8585105577840006,0.6474358974358975 |
| DeiT3,f,0.2226914082389882,0.9144140655255208,0.8138108526862634,0.1545524100994644 |
| DeiT3,g,1.2969025439023971,0.6038333333333333,0.732013,0.4486198097889121 |
| DeiT3,h,1.2606069605350494,0.6255,0.7032497222222223,0.4625687634537192 |
| DeiT3,i,1.2554979050159454,0.626,0.750082888888889,0.46290090952608903 |
| DeiT3,j,0.2535483182668686,0.9056666666666666,0.9677222222222222,0.907546553413917 |
| DeiT3,k,0.2121436755657196,0.9278333333333333,0.9726957777777777,0.9277007847720822 |
| DeiT3,l,0.559908740118049,0.8223256305853736,0.8453933340814723,0.6959826275787188 |
| Twins_SVT,a,0.32229545287125066,0.9047469349261239,0.7872716390423573,0.40471512770137524 |
| Twins_SVT,b,0.4744058540550578,0.858220685319082,0.799073664825046,0.3135464231354642 |
| Twins_SVT,c,0.23853482503686377,0.9327255580006287,0.8031399631675874,0.49047619047619045 |
| Twins_SVT,d,0.20696176561834076,0.9386985224772084,0.8572504604051567,0.513715710723192 |
| Twins_SVT,e,0.4441066685037608,0.8792535675082327,0.828918489366533,0.6518987341772152 |
| Twins_SVT,f,0.24040106920338317,0.9255673456742313,0.8126722450556175,0.17652099400171378 |
| Twins_SVT,g,1.6869367780685425,0.5768333333333333,0.6634996111111111,0.3964820537199905 |
| Twins_SVT,h,1.5618858572244645,0.6163333333333333,0.6534029444444445,0.42015113350125943 |
| Twins_SVT,i,1.5451468470990657,0.6195,0.7416233888888889,0.42217160212604404 |
| Twins_SVT,j,0.4541445074081421,0.8555,0.9362851666666666,0.8525259397856778 |
| Twins_SVT,k,0.3123545649945736,0.8981666666666667,0.9654593888888889,0.8913391428063311 |
| Twins_SVT,l,0.7169495407413323,0.8085241393897732,0.811499193039308,0.6553726087370324 |
| Twins_PCPVT,a,0.3407551253865028,0.9157497642250865,0.7543489871086556,0.36792452830188677 |
| Twins_PCPVT,b,0.4568046205300874,0.8827412763281987,0.7560791896869244,0.2948960302457467 |
| Twins_PCPVT,c,0.3403567170729543,0.9163784973278843,0.7330865561694292,0.3696682464454976 |
| Twins_PCPVT,d,0.2872482358388127,0.9276956931782459,0.7866114180478823,0.40414507772020725 |
| Twins_PCPVT,e,0.6489756450539559,0.8704720087815587,0.8124347233784909,0.5693430656934306 |
| Twins_PCPVT,f,0.22982485620439833,0.9347068391294245,0.7606799529540434,0.15615615615615616 |
| Twins_PCPVT,g,2.0454217346906662,0.5676666666666667,0.6946129999999999,0.3426254434870755 |
| Twins_PCPVT,h,1.9836849460601806,0.5855,0.667161,0.3521750455847877 |
| Twins_PCPVT,i,1.9555286951363087,0.5915,0.7357337222222222,0.35550880883513014 |
| Twins_PCPVT,j,0.3498825296163559,0.9013333333333333,0.9614410555555556,0.9004707464694015 |
| Twins_PCPVT,k,0.2599894929230213,0.9251666666666667,0.9737956666666667,0.9226528854435831 |
| Twins_PCPVT,l,0.8202423188098834,0.8155042039024906,0.8326626157015399,0.662996232975949 |
| PiT,a,0.43440851872726566,0.9195221628418736,0.6457163904235728,0.37254901960784315 |
| PiT,b,0.6821634257150798,0.8792832442628105,0.7135303867403315,0.2835820895522388 |
| PiT,c,0.4489740155864459,0.9166928638792833,0.6253001841620626,0.3645083932853717 |
| PiT,d,0.36322150241931406,0.9352404904118202,0.7464861878453039,0.4245810055865922 |
| PiT,e,0.8982287239688157,0.8726673984632273,0.8314765760992961,0.5671641791044776 |
| PiT,f,0.29423939931023113,0.9374951591666021,0.6912865159517909,0.15849843587069865 |
| PiT,g,3.0194950482845306,0.562,0.6416187777777778,0.33129770992366414 |
| PiT,h,2.895865800142288,0.5818333333333333,0.522822,0.3416426134872737 |
| PiT,i,2.8504026728868483,0.5916666666666667,0.6812351666666667,0.34701492537313433 |
| PiT,j,0.4774704883098602,0.8945,0.9592785555555556,0.8931645569620253 |
| PiT,k,0.30837811005115506,0.9241666666666667,0.975773277777778,0.9208282582216809 |
| PiT,l,1.1643054382698763,0.8143937390936492,0.7846461923134944,0.6577613104524181 |
| Ensemble,a,,0.9289531593838416,0.7939346224677717,0.44607843137254904 |
| Ensemble,b,,0.8783401446086136,0.8044364640883978,0.31985940246045697 |
| Ensemble,c,,0.9383841559258095,0.7978895027624309,0.48148148148148145 |
| Ensemble,d,,0.9383841559258095,0.8286721915285451,0.48148148148148145 |
| Ensemble,e,,0.8880351262349067,0.850836297585711,0.6408450704225352 |
| Ensemble,f,,0.9421423592285648,0.8087909536354286,0.19590958019375673 |
| Ensemble,g,,0.5633333333333334,0.7028778888888889,0.34071464519375944 |
| Ensemble,h,,0.5951666666666666,0.6861525555555557,0.35791699709225483 |
| Ensemble,i,,0.5951666666666666,0.73121,0.35791699709225483 |
| Ensemble,j,,0.9088333333333334,0.9700168888888888,0.9095419216140235 |
| Ensemble,k,,0.9406666666666667,0.9819625555555556,0.9392076502732241 |
| Ensemble,l,,0.8244408016498335,0.8396341104616648,0.6794129007338741 |
|
|
