| Model,Dataset,Loss,Accuracy,AUCROC,F1 | |
| ViT,a,0.3504258575622333,0.8975165042439485,0.7724705340699815,0.3607843137254902 | |
| ViT,b,0.6139323879378804,0.8443885570575291,0.7591445672191528,0.2709867452135493 | |
| ViT,c,0.2921286642045504,0.9195221628418736,0.7922799263351749,0.41818181818181815 | |
| ViT,d,0.26607740657091966,0.9192077962904747,0.7989585635359117,0.41723356009070295 | |
| ViT,e,0.5051617136084026,0.8562019758507134,0.8035646711571935,0.5841269841269842 | |
| ViT,f,0.29864826543026823,0.9141042521880567,0.7820238007404096,0.1423047177107502 | |
| ViT,g,1.732062186717987,0.5718333333333333,0.6607354444444444,0.3945321706339854 | |
| ViT,h,1.5614525699615478,0.6116666666666667,0.696484388888889,0.4180819180819181 | |
| ViT,i,1.5476410572528838,0.6115,0.7046536666666666,0.41797752808988764 | |
| ViT,j,0.45324009704589846,0.8708333333333333,0.9427406111111111,0.8716249792943515 | |
| ViT,k,0.2688189628124237,0.9105,0.9655912222222223,0.9073978272115882 | |
| ViT,l,0.7289746560802081,0.8074665538575432,0.8200002274918716,0.6616485456741938 | |
| MLP-Mixer,a,0.47016938226997235,0.8553913863564917,0.726208103130755,0.2966360856269113 | |
| MLP-Mixer,b,0.648904620120826,0.8333857277585665,0.7598747697974219,0.26795580110497236 | |
| MLP-Mixer,c,0.3869087039131445,0.8874567745991826,0.733244935543278,0.35144927536231885 | |
| MLP-Mixer,d,0.3633993222574062,0.8997170701037409,0.7682688766114181,0.37816764132553604 | |
| MLP-Mixer,e,0.5312218908486329,0.8474204171240395,0.8186331643078787,0.5825825825825826 | |
| MLP-Mixer,f,0.3886312065722082,0.8861435984819146,0.7510127466766198,0.11658653846153846 | |
| MLP-Mixer,g,1.9292033066749572,0.5541666666666667,0.6170044444444445,0.36566279345506286 | |
| MLP-Mixer,h,1.7903018260002137,0.5828333333333333,0.5599299999999999,0.3812113720642769 | |
| MLP-Mixer,i,1.7778379353284837,0.5893333333333334,0.6098859999999999,0.3849226160758862 | |
| MLP-Mixer,j,0.5891341290473938,0.8386666666666667,0.9153434444444444,0.8365968939905469 | |
| MLP-Mixer,k,0.4377687557935715,0.8738333333333334,0.9274168333333332,0.8674951864169438 | |
| MLP-Mixer,l,0.8833867266855338,0.7767965734228756,0.7550110803792328,0.6132135984605517 | |
| CvT,a,0.710060378377897,0.7095253065073877,0.4610672191528545,0.09941520467836257 | |
| CvT,b,0.6279841153848774,0.7516504243948444,0.5819742173112339,0.11434977578475336 | |
| CvT,c,0.7670251699747135,0.6592266582835586,0.4085635359116022,0.08600337268128162 | |
| CvT,d,0.45408995114606493,0.8179817667400189,0.5189116022099447,0.14977973568281938 | |
| CvT,e,0.6853549914551096,0.756311745334797,0.6546734276848558,0.3148148148148148 | |
| CvT,f,0.5548892200417859,0.7615211834869491,0.5019215495653457,0.03206538824269098 | |
| CvT,g,1.6338303427696228,0.46316666666666667,0.5036535,0.21419858502073677 | |
| CvT,h,1.7075452818870545,0.4141666666666667,0.3043033333333333,0.1998634190758024 | |
| CvT,i,1.5416374638080597,0.49833333333333335,0.4133462222222223,0.22582304526748972 | |
| CvT,j,0.6718657946586609,0.7025,0.7951043333333334,0.6775067750677507 | |
| CvT,k,0.5796729214191437,0.7376666666666667,0.8160571111111111,0.7043576258452291 | |
| CvT,l,0.9414389114699858,0.6422716937232299,0.5856238290999722,0.41148325358851673 | |
| Swin,a,0.38957844183659335,0.9173215969820812,0.7264815837937385,0.30971128608923887 | |
| Swin,b,0.506205921398323,0.8714240804778371,0.7070128913443832,0.2239089184060721 | |
| Swin,c,0.33732365382351015,0.9254951273184533,0.7497605893186002,0.3323943661971831 | |
| Swin,d,0.25108740707354066,0.9465576862621817,0.823268876611418,0.4097222222222222 | |
| Swin,e,0.7929391115167793,0.8419319429198683,0.7817982290168772,0.45038167938931295 | |
| Swin,f,0.21592594718169755,0.9430717992409573,0.7533609214757848,0.13833528722157093 | |
| Swin,g,2.702541620135307,0.5423333333333333,0.5866217222222223,0.2826541274817137 | |
| Swin,h,2.613005870103836,0.571,0.6225122222222222,0.2959518599562363 | |
| Swin,i,2.567286303862929,0.5821666666666667,0.7211619444444445,0.3014767344664252 | |
| Swin,j,0.42502203929424287,0.8855,0.9479796111111113,0.8833021912688975 | |
| Swin,k,0.28976670680940153,0.9253333333333333,0.9796539999999999,0.9206798866855525 | |
| Swin,l,1.03963865723415,0.8099518798582835,0.7976283082751249,0.6403842305383229 | |
| CaiT,a,0.3913202127339292,0.8953159383841559,0.6907965009208104,0.31901840490797545 | |
| CaiT,b,0.5226519536631019,0.8626218170386671,0.7338508287292819,0.2630691399662732 | |
| CaiT,c,0.3735890439830086,0.8984596038981453,0.6786878453038674,0.325678496868476 | |
| CaiT,d,0.2843286003735934,0.9254951273184533,0.76402394106814,0.3969465648854962 | |
| CaiT,e,0.6834587411940687,0.8463227222832053,0.7675773859078181,0.527027027027027 | |
| CaiT,f,0.27040889076227814,0.918054372240725,0.7197493196998433,0.128500823723229 | |
| CaiT,g,2.0468120236396787,0.5761666666666667,0.6781162222222221,0.38351515151515153 | |
| CaiT,h,1.967783824443817,0.5951666666666666,0.5982157777777778,0.3944153577661431 | |
| CaiT,i,1.92046093159914,0.6095,0.7142172222222223,0.40305732484076434 | |
| CaiT,j,0.30098878836631776,0.9125,0.9733297777777777,0.9145368712355526 | |
| CaiT,k,0.1746376877427101,0.9458333333333333,0.9841325555555557,0.9453138145717651 | |
| CaiT,l,0.8100430545029764,0.817143461477447,0.813651736379369,0.6802293323469576 | |
| DeiT,a,0.3698357029348677,0.9119773656082992,0.7087136279926335,0.37777777777777777 | |
| DeiT,b,0.5088012874857205,0.8833700094309965,0.7757348066298342,0.3142329020332717 | |
| DeiT,c,0.3891148048258922,0.9160641307764854,0.7151408839779005,0.3890160183066362 | |
| DeiT,d,0.32573777145838745,0.9352404904118202,0.8077476979742173,0.4521276595744681 | |
| DeiT,e,0.7152948476881215,0.862788144895719,0.814546280178612,0.576271186440678 | |
| DeiT,f,0.2608369113050038,0.9330028657733715,0.7554304661629335,0.1642512077294686 | |
| DeiT,g,2.54885491502285,0.5731666666666667,0.6792770555555556,0.35798445725745803 | |
| DeiT,h,2.485401116847992,0.5905,0.5861576111111111,0.3675675675675676 | |
| DeiT,i,2.451800708413124,0.6006666666666667,0.7191378888888889,0.37343096234309625 | |
| DeiT,j,0.43799715077877044,0.9003333333333333,0.9592409444444444,0.8995295698924731 | |
| DeiT,k,0.3409429641962051,0.9278333333333333,0.9696212777777777,0.9251771211335753 | |
| DeiT,l,1.0167739923843866,0.816297393051663,0.8008547085670262,0.6667945520813351 | |
| DeiT3,a,0.41754333621036777,0.9192077962904747,0.7515147329650091,0.43015521064301554 | |
| DeiT3,b,0.5932955155673173,0.8773970449544168,0.7794677716390424,0.3321917808219178 | |
| DeiT3,c,0.4092358484072567,0.9154353976736875,0.7444696132596684,0.4190064794816415 | |
| DeiT3,d,0.5747989024035925,0.8783401446086136,0.7588406998158379,0.33390705679862304 | |
| DeiT3,e,0.7725568269302764,0.8759604829857299,0.8239688185877545,0.6319218241042345 | |
| DeiT3,f,0.3546846674270619,0.916350398884672,0.7623233064106626,0.152276295133438 | |
| DeiT3,g,2.8653497416973113,0.5903333333333334,0.6676445555555556,0.40828117477130477 | |
| DeiT3,h,2.767767428398132,0.6105,0.5985711666666667,0.4205306223654848 | |
| DeiT3,i,2.8555434824228287,0.5908333333333333,0.6332408888888889,0.40857624668754516 | |
| DeiT3,j,0.407473158121109,0.9088333333333334,0.9701894444444443,0.9098103874690849 | |
| DeiT3,k,0.39766689217090606,0.9093333333333333,0.9684031111111111,0.9102606400527878 | |
| DeiT3,l,1.1462537638319459,0.8163502723282745,0.8007222930468951,0.6808197775939712 | |
| Twins_SVT,a,0.4471702475530552,0.8126375353662371,0.6335423572744014,0.1989247311827957 | |
| Twins_SVT,b,0.4493988096264315,0.8060358377868595,0.6959318600368325,0.1934640522875817 | |
| Twins_SVT,c,0.5063522113864807,0.7780572147123546,0.5922486187845304,0.17330210772833723 | |
| Twins_SVT,d,0.3254203815124425,0.8849418421879912,0.7219650092081031,0.28793774319066145 | |
| Twins_SVT,e,0.5195407480099591,0.7771679473106476,0.7089003254370696,0.42165242165242167 | |
| Twins_SVT,f,0.3887786737239737,0.8404461312059485,0.6636732736434142,0.06702898550724638 | |
| Twins_SVT,g,1.2475184862613677,0.4825,0.532602,0.20689655172413793 | |
| Twins_SVT,h,1.277713261127472,0.4676666666666667,0.36107222222222224,0.2022977022977023 | |
| Twins_SVT,i,1.1817892324924468,0.5243333333333333,0.5369667222222223,0.2210698689956332 | |
| Twins_SVT,j,0.5273123075962066,0.7598333333333334,0.8436975000000001,0.7417099838680767 | |
| Twins_SVT,k,0.46158305954933165,0.8016666666666666,0.8776625,0.7766516516516516 | |
| Twins_SVT,l,0.7025143162813111,0.7046163608481836,0.6522568273932748,0.47706422018348627 | |
| Twins_PCPVT,a,0.45982081515914197,0.7900031436655139,0.6319235727440148,0.17326732673267325 | |
| Twins_PCPVT,b,0.37307003830934016,0.8333857277585665,0.729316758747698,0.208955223880597 | |
| Twins_PCPVT,c,0.5298199271376273,0.7510216912920465,0.5787163904235728,0.15021459227467812 | |
| Twins_PCPVT,d,0.4890483941382786,0.7840301791889343,0.6198968692449357,0.16928657799274485 | |
| Twins_PCPVT,e,0.4528412980515138,0.8068057080131723,0.7623628244910315,0.4430379746835443 | |
| Twins_PCPVT,f,0.41534574994755774,0.8134149175121989,0.6469823751264034,0.05492349941153393 | |
| Twins_PCPVT,g,0.97830464220047,0.5461666666666667,0.6621347777777777,0.33827460510328067 | |
| Twins_PCPVT,h,1.0614082341194153,0.5025,0.47131744444444446,0.31802604523646333 | |
| Twins_PCPVT,i,1.0397925007343292,0.52,0.5257673333333334,0.3258426966292135 | |
| Twins_PCPVT,j,0.36769862127304076,0.8383333333333334,0.9181693333333335,0.834696659850034 | |
| Twins_PCPVT,k,0.42918648648262026,0.8121666666666667,0.8860434444444444,0.8129460580912863 | |
| Twins_PCPVT,l,0.6099785904964774,0.7216434879170853,0.7243182138507473,0.5498546263040875 | |
| PiT,a,0.37776082014932605,0.8651367494498585,0.6834337016574586,0.25906735751295334 | |
| PiT,b,0.44755573657390196,0.8365293932725558,0.7427127071823205,0.22388059701492538 | |
| PiT,c,0.40049510616170875,0.8528764539453002,0.6488581952117863,0.24271844660194175 | |
| PiT,d,0.23405979966281606,0.9214083621502672,0.7678987108655617,0.375 | |
| PiT,e,0.4743333708670739,0.8430296377607025,0.8043820479830468,0.5119453924914675 | |
| PiT,f,0.2892587873664891,0.8926496785686624,0.716096531011705,0.09765625 | |
| PiT,g,1.521324759721756,0.547,0.6473084444444445,0.3386861313868613 | |
| PiT,h,1.4963747837543488,0.5556666666666666,0.5119071111111111,0.3430261212419911 | |
| PiT,i,1.408136343061924,0.592,0.658547,0.3625 | |
| PiT,j,0.6195285122394562,0.7638333333333334,0.8635346666666667,0.7381260395490667 | |
| PiT,k,0.5063400955796242,0.8088333333333333,0.902523,0.7768916553199766 | |
| PiT,l,0.7616236460134194,0.7518375548622495,0.7319390263322477,0.5412063740346075 | |
| Ensemble,a,,0.9179503300848789,0.7188591160220995,0.38588235294117645 | |
| Ensemble,b,,0.8682804149638479,0.760756906077348,0.28130360205831906 | |
| Ensemble,c,,0.9358692235146181,0.6998213627992634,0.44565217391304346 | |
| Ensemble,d,,0.9440427538509902,0.7630147329650093,0.47953216374269003 | |
| Ensemble,e,,0.8770581778265643,0.808151063346704,0.5942028985507246 | |
| Ensemble,f,,0.9397413058632174,0.7397727124771607,0.1740976645435244 | |
| Ensemble,g,,0.5465,0.6648292222222223,0.30569022709874966 | |
| Ensemble,h,,0.5823333333333334,0.5448976666666666,0.3234341252699784 | |
| Ensemble,i,,0.5866666666666667,0.6481456666666666,0.32572050027188687 | |
| Ensemble,j,,0.8898333333333334,0.9515273333333334,0.8894463957183476 | |
| Ensemble,k,,0.93,0.9758612222222223,0.926803764377832 | |
| Ensemble,l,,0.8138649463275343,0.7884954119718932,0.6549019607843137 | |