| Model,Dataset,Loss,Accuracy,AUCROC,F1 | |
| ViT,a,0.26315986707277245,0.8814838101226029,0.8802053406998158,0.37061769616026713 | |
| ViT,b,0.30821478139657116,0.8535051870480981,0.8585727440147328,0.3226744186046512 | |
| ViT,c,0.32154841358951713,0.8440741905061302,0.8492302025782689,0.30919220055710306 | |
| ViT,d,0.1950328929530716,0.9154353976736875,0.9096243093922652,0.45213849287169044 | |
| ViT,e,0.36122991375289815,0.8430296377607025,0.8589192461969272,0.6082191780821918 | |
| ViT,f,0.24952035127625294,0.8860661451475486,0.8735195062778576,0.13112817483756645 | |
| ViT,g,0.19669366574287414,0.916,0.9827302222222222,0.9198473282442748 | |
| ViT,h,0.203762713432312,0.911,0.9825112777777777,0.9154795821462488 | |
| ViT,i,0.1366884006857872,0.9488333333333333,0.9922694444444444,0.9495977671975045 | |
| ViT,j,1.57635924577713,0.486,0.5059887777777778,0.16828478964401294 | |
| ViT,k,1.5163539797663688,0.5188333333333334,0.6224591666666666,0.17772714326402733 | |
| ViT,l,0.6442371365946608,0.7743641266987468,0.7633667424422179,0.608424336973479 | |
| MLP-Mixer,a,0.22847961928345278,0.912920465262496,0.8933425414364641,0.4168421052631579 | |
| MLP-Mixer,b,0.308874304322318,0.8733102797862308,0.8441639042357274,0.32945091514143093 | |
| MLP-Mixer,c,0.25873182687284213,0.9022320025149324,0.8739318600368325,0.3889980353634578 | |
| MLP-Mixer,d,0.24134267476867183,0.9072618673373153,0.8846279926335174,0.40162271805273836 | |
| MLP-Mixer,e,0.45694336393269436,0.7914379802414928,0.7893513963520775,0.5103092783505154 | |
| MLP-Mixer,f,0.24329905936612914,0.9110835721477809,0.8691614622438839,0.14710252600297177 | |
| MLP-Mixer,g,0.21700521993637084,0.92,0.9806271111111111,0.9221032132424537 | |
| MLP-Mixer,h,0.19042134284973145,0.9353333333333333,0.9861884444444444,0.9360790774299835 | |
| MLP-Mixer,i,0.18120218813419342,0.938,0.9869838888888888,0.9385530227948464 | |
| MLP-Mixer,j,1.2323926267623901,0.5038333333333334,0.5222455555555556,0.18772169167803546 | |
| MLP-Mixer,k,1.1965896054506302,0.5218333333333334,0.6055765555555556,0.19342142254709024 | |
| MLP-Mixer,l,0.5372594293260314,0.7904394267886415,0.777564815166667,0.6236824613047194 | |
| CvT,a,0.4961560229785185,0.7673687519647909,0.7706933701657459,0.25553319919517103 | |
| CvT,b,0.6305947303959349,0.6743162527507073,0.7143572744014733,0.19689922480620156 | |
| CvT,c,0.5749199690214682,0.7104684061615844,0.7343406998158379,0.21617021276595744 | |
| CvT,d,0.2502037138496319,0.9066331342345174,0.88390423572744,0.46098003629764067 | |
| CvT,e,0.6621606105899706,0.6673984632272228,0.7029970483614622,0.45601436265709155 | |
| CvT,f,0.48457372206111116,0.761366276818217,0.7716476500891878,0.07616191904047977 | |
| CvT,g,0.3797014901638031,0.8183333333333334,0.9470018333333333,0.8414314809426826 | |
| CvT,h,0.35018461680412294,0.8375,0.9547355555555556,0.8557478916999556 | |
| CvT,i,0.17803085923194886,0.9415,0.9873593333333333,0.9427872860635697 | |
| CvT,j,1.7653251061439514,0.3695,0.2353647777777778,0.09519253767041377 | |
| CvT,k,1.563654477596283,0.49266666666666664,0.47404,0.11563044741429401 | |
| CvT,l,0.8139470364313578,0.6832531330971392,0.6364384025088667,0.5179462417511669 | |
| Swin,a,0.4244807099572745,0.7994341402074819,0.9241427255985267,0.33541666666666664 | |
| Swin,b,0.4810227568851856,0.7566802892172273,0.9117495395948434,0.2937956204379562 | |
| Swin,c,0.4452463163590514,0.7780572147123546,0.9212744014732965,0.3132295719844358 | |
| Swin,d,0.16072181945081704,0.9478151524677775,0.9794033149171271,0.6598360655737705 | |
| Swin,e,0.7496543030707425,0.6223929747530187,0.8337546355861651,0.48348348348348347 | |
| Swin,f,0.4095544809800577,0.8026489040353187,0.9283857681641228,0.11219512195121951 | |
| Swin,g,0.28872427535057066,0.8653333333333333,0.9764562777777777,0.8794029850746269 | |
| Swin,h,0.26975679993629453,0.8766666666666667,0.9806434444444446,0.8884197828709288 | |
| Swin,i,0.11891139948368072,0.9666666666666667,0.9962078888888889,0.9671700590938936 | |
| Swin,j,1.7894430661201477,0.41833333333333333,0.32609222222222223,0.13140866102538576 | |
| Swin,k,1.6196301728487015,0.5196666666666667,0.4911376111111111,0.15483870967741936 | |
| Swin,l,0.7825117225050895,0.7177304214478346,0.6720947858227574,0.5581125827814569 | |
| CaiT,a,0.36344499544541214,0.8670229487582521,0.9042090239410681,0.3931133428981349 | |
| CaiT,b,0.3451070358115373,0.8569632191134863,0.9043241252302027,0.37585733882030176 | |
| CaiT,c,0.4147965498256893,0.8314995284501729,0.8842854511970534,0.33827160493827163 | |
| CaiT,d,0.20214099403036273,0.9292675259352405,0.9528655616942909,0.5490981963927856 | |
| CaiT,e,0.46807248656495865,0.7881448957189902,0.8598047377582684,0.5867237687366167 | |
| CaiT,f,0.33189451447963236,0.8717372782898304,0.9084611111352224,0.14196891191709846 | |
| CaiT,g,0.26180643439292905,0.9065,0.9720913333333334,0.9103977000479156 | |
| CaiT,h,0.2987534849643707,0.893,0.9683315555555556,0.8987701040681173 | |
| CaiT,i,0.18601059591770172,0.9448333333333333,0.9854460000000002,0.9451168960371414 | |
| CaiT,j,1.6506993849277496,0.48183333333333334,0.34697766666666663,0.16267169404793966 | |
| CaiT,k,1.574903560757637,0.5201666666666667,0.5048928888888888,0.1734137238013207 | |
| CaiT,l,0.7267414200728917,0.7618317381418223,0.6645970858418337,0.5935751669373759 | |
| DeiT,a,0.4225463437531887,0.8160955674316253,0.8606252302025783,0.3189755529685681 | |
| DeiT,b,0.28503696175912235,0.8912291732159698,0.9134290976058932,0.44193548387096776 | |
| DeiT,c,0.42643982024921334,0.8120088022634392,0.8579410681399632,0.31422018348623854 | |
| DeiT,d,0.12440414894202415,0.9647909462433197,0.9714051565377532,0.7098445595854922 | |
| DeiT,e,0.4247265181347777,0.8090010976948409,0.865806402785136,0.6116071428571429 | |
| DeiT,f,0.31040949583164384,0.8730539849740532,0.8988405602114465,0.1432305279665447 | |
| DeiT,g,0.1708750183582306,0.9426666666666667,0.9906654444444445,0.9450479233226837 | |
| DeiT,h,0.24584209990501404,0.9006666666666666,0.9862077777777778,0.9084766584766585 | |
| DeiT,i,0.08571285915374756,0.9816666666666667,0.9978546666666669,0.9817457683372054 | |
| DeiT,j,1.7561096608638764,0.4831666666666667,0.4035137777777778,0.11475877819012276 | |
| DeiT,k,1.670947504758835,0.5221666666666667,0.5711906111111111,0.122973386356684 | |
| DeiT,l,0.7375253889821799,0.7631008407804981,0.683066801399469,0.5953757225433526 | |
| DeiT3,a,0.3272812338941167,0.8742533794404276,0.8889272559852671,0.38461538461538464 | |
| DeiT3,b,0.302752211469781,0.8830556428795976,0.8988692449355432,0.40192926045016075 | |
| DeiT3,c,0.3779786174794257,0.8509902546369066,0.8669705340699815,0.3453038674033149 | |
| DeiT3,d,0.2892885809141823,0.8827412763281987,0.9035414364640885,0.4012841091492777 | |
| DeiT3,e,0.4438039068333011,0.7936333699231614,0.8470824188299402,0.5707762557077626 | |
| DeiT3,f,0.3186716425059684,0.8773913716985516,0.8871402655232126,0.13638843426077468 | |
| DeiT3,g,0.20343285512924195,0.9306666666666666,0.9835892777777778,0.9330759330759331 | |
| DeiT3,h,0.24331540274620056,0.9136666666666666,0.9804273333333333,0.9180120291231403 | |
| DeiT3,i,0.19629489994049074,0.9305,0.9853729999999999,0.9329258484799743 | |
| DeiT3,j,1.628210746049881,0.507,0.44630250000000005,0.19488296135002722 | |
| DeiT3,k,1.6210727927684785,0.5068333333333334,0.4399586666666666,0.1948299319727891 | |
| DeiT3,l,0.7078656159200684,0.77129712865528,0.6966556724971096,0.610044179965738 | |
| Twins_SVT,a,0.4276486189063335,0.8186104998428168,0.8859069981583795,0.3405714285714286 | |
| Twins_SVT,b,0.40632258404804006,0.8069789374410563,0.8843020257826889,0.3267543859649123 | |
| Twins_SVT,c,0.4567012440498727,0.8041496384784659,0.8755709023941068,0.32356134636264927 | |
| Twins_SVT,d,0.11709285881610383,0.9710782772712984,0.9813554327808472,0.764102564102564 | |
| Twins_SVT,e,0.5975801944732666,0.7091108671789242,0.8069098615000379,0.5293072824156305 | |
| Twins_SVT,f,0.36285793083715506,0.8417628378901711,0.901056581008884,0.12729602733874412 | |
| Twins_SVT,g,0.25314079570770265,0.8945,0.9818073333333334,0.9030776297657327 | |
| Twins_SVT,h,0.2798499059677124,0.893,0.9842226666666666,0.9018348623853211 | |
| Twins_SVT,i,0.09980085110664368,0.9815,0.998151888888889,0.9815277084373439 | |
| Twins_SVT,j,2.5178700201511384,0.4161666666666667,0.19147722222222224,0.0431576072111445 | |
| Twins_SVT,k,2.3645300617218017,0.5031666666666667,0.3970505555555556,0.05033450143357757 | |
| Twins_SVT,l,0.9991390130179593,0.7348104277933478,0.5996797066956194,0.5588882047673498 | |
| Twins_PCPVT,a,0.39934646092994674,0.8198679660484125,0.8680267034990792,0.3170441001191895 | |
| Twins_PCPVT,b,0.3152278492432726,0.8704809808236403,0.9038011049723758,0.39233038348082594 | |
| Twins_PCPVT,c,0.42980134720436547,0.7988054071046841,0.8538581952117864,0.293598233995585 | |
| Twins_PCPVT,d,0.2833813248153604,0.9050613014775228,0.9209023941068141,0.46830985915492956 | |
| Twins_PCPVT,e,0.4493741169326523,0.7859495060373216,0.8551426625293271,0.5770065075921909 | |
| Twins_PCPVT,f,0.3539412874965329,0.8505150646735342,0.8848404820908543,0.12112932604735883 | |
| Twins_PCPVT,g,0.25227656292915346,0.9118333333333334,0.9704105555555556,0.9146636554282949 | |
| Twins_PCPVT,h,0.313019651889801,0.8738333333333334,0.9576457777777778,0.8822156527151082 | |
| Twins_PCPVT,i,0.23539256691932678,0.9301666666666667,0.9794358888888889,0.9311873870914764 | |
| Twins_PCPVT,j,1.431565274477005,0.49783333333333335,0.47991933333333336,0.1889636608344549 | |
| Twins_PCPVT,k,1.414681277513504,0.5161666666666667,0.4520573888888889,0.19472954230235784 | |
| Twins_PCPVT,l,0.6799205145486147,0.7491407117550631,0.698161293770421,0.5832015463011773 | |
| PiT,a,0.4008407433783997,0.835586293618359,0.8945662983425414,0.3535228677379481 | |
| PiT,b,0.40754776930741565,0.8085507701980509,0.8903941068139963,0.3195530726256983 | |
| PiT,c,0.46416402532034273,0.794718641936498,0.8741344383057089,0.3045793397231097 | |
| PiT,d,0.11194977302927522,0.9663627790003144,0.9798121546961326,0.727735368956743 | |
| PiT,e,0.5034745501111028,0.7639956092206367,0.8569817603874971,0.5708582834331337 | |
| PiT,f,0.3524643323883321,0.8485787313143831,0.9067020958018862,0.12762159750111557 | |
| PiT,g,0.23545815777778625,0.898,0.9860943333333333,0.9062787136294027 | |
| PiT,h,0.2654742214679718,0.8906666666666667,0.9867604444444446,0.9002129601460298 | |
| PiT,i,0.07874196857213973,0.9816666666666667,0.9984063333333333,0.9817518248175182 | |
| PiT,j,2.064411908388138,0.425,0.2541995,0.06554712892741062 | |
| PiT,k,1.9076957294344903,0.5086666666666667,0.5137791111111111,0.07586206896551724 | |
| PiT,l,0.8414742159576168,0.7422135265189572,0.6380633426333875,0.5693843300061832 | |
| Ensemble,a,,0.9091480666457089,0.9356988950276244,0.4956369982547993 | |
| Ensemble,b,,0.8827412763281987,0.9258600368324126,0.4322678843226788 | |
| Ensemble,c,,0.8843131090851933,0.9218287292817678,0.43558282208588955 | |
| Ensemble,d,,0.9698208110657026,0.9801325966850829,0.7473684210526316 | |
| Ensemble,e,,0.8430296377607025,0.8939907666691894,0.6651053864168618 | |
| Ensemble,f,,0.9137944388505925,0.93819120448933,0.2032927702219041 | |
| Ensemble,g,,0.939,0.9941475555555555,0.9419231989844494 | |
| Ensemble,h,,0.9398333333333333,0.9950692222222223,0.9426711132285215 | |
| Ensemble,i,,0.9851666666666666,0.9989964444444445,0.9852282157676349 | |
| Ensemble,j,,0.4665,0.3454607777777778,0.07672339198154024 | |
| Ensemble,k,,0.5126666666666667,0.5158666666666667,0.08338557993730407 | |
| Ensemble,l,,0.7878483422346783,0.6748540842988286,0.6178319679939036 | |