| Model,Dataset,Loss,Accuracy,AUCROC,F1 | |
| ViT,a,0.4575504291374072,0.7920353982300885,0.8256229797574562,0.5688073394495413 | |
| ViT,b,0.35027294130266856,0.854133920150896,0.8602099447513812,0.34831460674157305 | |
| ViT,c,0.5165887196384036,0.7544797233574347,0.786182320441989,0.24101068999028183 | |
| ViT,d,0.2510994746836054,0.9016032694121345,0.9034125230202578,0.44206773618538325 | |
| ViT,e,0.4143968988721117,0.8177826564215148,0.8443351244986,0.5990338164251208 | |
| ViT,f,0.3670418868224962,0.841640022569118,0.8478622806743998,0.12836438923395446 | |
| ViT,g,0.2497027156352997,0.9033333333333333,0.9734338888888888,0.9069618222649984 | |
| ViT,h,0.3378777855237325,0.8505,0.9529537222222222,0.8630743397954511 | |
| ViT,i,0.19712424822648367,0.9285,0.9841957777777779,0.9294755877034359 | |
| ViT,j,0.7854293506145478,0.5983333333333334,0.6951524444444445,0.4527702089009991 | |
| ViT,k,0.7328508781194687,0.6235,0.7771344444444446,0.46884552080884084 | |
| ViT,l,0.487411656158395,0.7679451725381748,0.8238313924596774,0.6716570261993875 | |
| MLP-Mixer,a,0.3996943971224591,0.8086283185840708,0.8391867831243361,0.5685785536159601 | |
| MLP-Mixer,b,0.3412993300058526,0.8704809808236403,0.8364769797421732,0.35625 | |
| MLP-Mixer,c,0.3957880755634062,0.8242690977679975,0.80653591160221,0.289707750952986 | |
| MLP-Mixer,d,0.30740130081636957,0.8868280414963848,0.8505101289134438,0.3877551020408163 | |
| MLP-Mixer,e,0.4771155259938978,0.7793633369923162,0.7879361235147202,0.5314685314685315 | |
| MLP-Mixer,f,0.3381275081289247,0.8648674064321986,0.8287089328554598,0.13693693693693693 | |
| MLP-Mixer,g,0.26878669277826944,0.9036666666666666,0.9679408888888887,0.9054319371727748 | |
| MLP-Mixer,h,0.29767482439676923,0.8791666666666667,0.9592756666666666,0.8841667998082761 | |
| MLP-Mixer,i,0.2508150982062022,0.9123333333333333,0.9736637777777777,0.9132013201320132 | |
| MLP-Mixer,j,0.6541107538541158,0.6641666666666667,0.7743557777777779,0.5689839572192513 | |
| MLP-Mixer,k,0.6361391656398773,0.6728333333333333,0.7940376666666666,0.5753839498161367 | |
| MLP-Mixer,l,0.4342376798394926,0.7992064446314777,0.8634144024748618,0.716034687978235 | |
| CvT,a,0.6301151535152334,0.6548672566371682,0.7049165921612678,0.41353383458646614 | |
| CvT,b,0.6147656698190952,0.6692863879283244,0.7044972375690608,0.17295597484276728 | |
| CvT,c,0.6944268911336811,0.6001257466205596,0.6591786372007367,0.14745308310991956 | |
| CvT,d,0.2650476947487693,0.9000314366551398,0.8999226519337017,0.40892193308550184 | |
| CvT,e,0.6509704625828991,0.6465422612513722,0.6885869976538257,0.4059040590405904 | |
| CvT,f,0.5340885097132559,0.7186383298852737,0.7464956265694429,0.0684931506849315 | |
| CvT,g,0.42030701192220055,0.8028333333333333,0.9186497222222223,0.825490485322319 | |
| CvT,h,0.4625407474835714,0.7661666666666667,0.8991485555555555,0.799542791827404 | |
| CvT,i,0.2348982002735138,0.9251666666666667,0.9787946666666666,0.9257237386269644 | |
| CvT,j,1.2669325167338052,0.438,0.3431898888888889,0.265359477124183 | |
| CvT,k,1.08152370317777,0.5603333333333333,0.6091516666666666,0.3158713692946058 | |
| CvT,l,0.7296624132198569,0.6642419141517374,0.6727565192585612,0.5574134242016008 | |
| Swin,a,0.3518127097492724,0.8573008849557522,0.92351161137984,0.7074829931972789 | |
| Swin,b,0.3482047942909419,0.8509902546369066,0.9245285451197054,0.3969465648854962 | |
| Swin,c,0.3979874673372393,0.8255265639735933,0.9125395948434623,0.35986159169550175 | |
| Swin,d,0.17529730912425615,0.9415278214397989,0.9671712707182321,0.6265060240963856 | |
| Swin,e,0.5681350649908005,0.7387486278814489,0.8579505032922122,0.5672727272727273 | |
| Swin,f,0.329795688788694,0.8606356968215159,0.9286062369152528,0.17391304347826086 | |
| Swin,g,0.2527379404703776,0.9035,0.9724114444444445,0.9083715777812945 | |
| Swin,h,0.2791310551166534,0.89,0.9682955555555556,0.896875 | |
| Swin,i,0.16106815997759502,0.9515,0.9900552222222222,0.9517492953075776 | |
| Swin,j,0.907479268391927,0.5803333333333334,0.6390204444444445,0.42511415525114155 | |
| Swin,k,0.8158094821770986,0.6283333333333333,0.7901601111111112,0.4550342130987292 | |
| Swin,l,0.503966703916006,0.7787062642779848,0.8190682128691764,0.682535575679172 | |
| CaiT,a,0.42890300766556666,0.8130530973451328,0.8644880523906682,0.6060606060606061 | |
| CaiT,b,0.3192856568973119,0.8893429739075762,0.903804788213628,0.42483660130718953 | |
| CaiT,c,0.48953707897974164,0.7730273498899717,0.8254953959484346,0.26476578411405294 | |
| CaiT,d,0.31145547537899587,0.867966048412449,0.9025340699815839,0.38235294117647056 | |
| CaiT,e,0.4548946529397849,0.7870472008781558,0.8492999318852645,0.5726872246696035 | |
| CaiT,f,0.3738367850840574,0.8445552003009216,0.8744395460236903,0.1359121798222687 | |
| CaiT,g,0.3011642297108968,0.8948333333333334,0.9556216666666666,0.8943225590353374 | |
| CaiT,h,0.39142585277557373,0.8331666666666667,0.9202581666666666,0.8421384639646743 | |
| CaiT,i,0.2970129141012828,0.8835,0.9525210000000002,0.8842523596621957 | |
| CaiT,j,0.7035526345570882,0.661,0.7364068888888889,0.5547285464098074 | |
| CaiT,k,0.6994013291200002,0.6496666666666666,0.7619980555555556,0.5465918895599655 | |
| CaiT,l,0.4910164130440666,0.7766021401947818,0.8205470707913558,0.6864135021097046 | |
| DeiT,a,0.4880231645254962,0.7798672566371682,0.8260661913604304,0.5664488017429193 | |
| DeiT,b,0.31241170634304494,0.8758252121974222,0.8908674033149171,0.3969465648854962 | |
| DeiT,c,0.5076334938917547,0.7563659226658284,0.8106298342541435,0.25120772946859904 | |
| DeiT,d,0.21307693347358284,0.9264382269726501,0.9316758747697976,0.5263157894736842 | |
| DeiT,e,0.41276343642814756,0.8155872667398463,0.8614016498902596,0.6074766355140186 | |
| DeiT,f,0.347494895568754,0.852642467556893,0.8730114223466999,0.1423097974822113 | |
| DeiT,g,0.21456254084904988,0.9195,0.9812000000000001,0.9221595487510073 | |
| DeiT,h,0.31806263717015587,0.8561666666666666,0.9641542222222222,0.8689445709946849 | |
| DeiT,i,0.1618985648949941,0.9463333333333334,0.9902026666666668,0.9467240238252813 | |
| DeiT,j,0.7059943490028381,0.6493333333333333,0.7624447777777776,0.5410122164048866 | |
| DeiT,k,0.6533303724129995,0.6761666666666667,0.8324687777777777,0.5607054035722361 | |
| DeiT,l,0.4469874652336176,0.7916315979319466,0.8543558192306258,0.7094232059020792 | |
| DeiT3,a,0.4202683992617953,0.8163716814159292,0.8467825130097888,0.5829145728643216 | |
| DeiT3,b,0.262984538234768,0.9012889028607356,0.8990220994475138,0.4249084249084249 | |
| DeiT3,c,0.472756382524124,0.7783715812637535,0.7983001841620626,0.24759871931696906 | |
| DeiT3,d,0.33147037092037673,0.862936183590066,0.8655248618784529,0.3473053892215569 | |
| DeiT3,e,0.38950261964363536,0.814489571899012,0.86056913645652,0.5785536159600998 | |
| DeiT3,f,0.34437218432882033,0.8561218732367877,0.8542026846822373,0.13166855845629966 | |
| DeiT3,g,0.21329958017667133,0.9278333333333333,0.9798244444444444,0.9286067600989283 | |
| DeiT3,h,0.32451361187299094,0.8626666666666667,0.9527946111111111,0.872366790582404 | |
| DeiT3,i,0.24960849436124166,0.9075,0.9715454444444445,0.9102957814772911 | |
| DeiT3,j,0.5672995191415151,0.7125,0.8462789444444444,0.6385920804525456 | |
| DeiT3,k,0.6036084276040395,0.6921666666666667,0.800755,0.62267620020429 | |
| DeiT3,l,0.4151913604799968,0.8082241192737766,0.8763639318146963,0.7364072054205917 | |
| Twins_SVT,a,0.4067131507713183,0.8396017699115044,0.8804971611532671,0.6472019464720195 | |
| Twins_SVT,b,0.3369882810569267,0.8682804149638479,0.8973793738489871,0.3883211678832117 | |
| Twins_SVT,c,0.44650013615072465,0.808236403646652,0.8531749539594844,0.3036529680365297 | |
| Twins_SVT,d,0.11182147282515634,0.9789374410562716,0.9822780847145488,0.7987987987987988 | |
| Twins_SVT,e,0.48889580673234523,0.7694840834248079,0.8373949897827897,0.5588235294117647 | |
| Twins_SVT,f,0.30908069689963935,0.8816061688922324,0.903702339279268,0.17442622950819672 | |
| Twins_SVT,g,0.25526987624168396,0.9126666666666666,0.9751330000000001,0.9157285300739788 | |
| Twins_SVT,h,0.3133294117450714,0.8808333333333334,0.9663294444444444,0.8884381338742393 | |
| Twins_SVT,i,0.13589392483234405,0.9713333333333334,0.9974112222222222,0.9706784861916127 | |
| Twins_SVT,j,1.2727711579799652,0.49183333333333334,0.44312866666666667,0.1743839696723531 | |
| Twins_SVT,k,1.1533952040274937,0.5505,0.7285452777777779,0.19275665968272973 | |
| Twins_SVT,l,0.6311305313460368,0.7541180714199832,0.7295359094064597,0.6175425472227417 | |
| Twins_PCPVT,a,0.47225049058947943,0.7533185840707964,0.8392020662830595,0.5363825363825364 | |
| Twins_PCPVT,b,0.3277859269766941,0.8707953473750393,0.9017642725598527,0.38565022421524664 | |
| Twins_PCPVT,c,0.5325269242833524,0.7318453316567117,0.8134834254143647,0.23222322232223222 | |
| Twins_PCPVT,d,0.34038559299375754,0.8726815466834329,0.8983720073664826,0.3891402714932127 | |
| Twins_PCPVT,e,0.43271679039451605,0.8024149286498353,0.8658064027851359,0.589041095890411 | |
| Twins_PCPVT,f,0.40193462960922294,0.8247131841263871,0.8686157929759784,0.12158341187558906 | |
| Twins_PCPVT,g,0.28006591550509136,0.9015,0.9626466666666665,0.9035417006691693 | |
| Twins_PCPVT,h,0.3886127746899923,0.8278333333333333,0.9278962222222221,0.8427462323032425 | |
| Twins_PCPVT,i,0.28674582862854003,0.9025,0.9641564444444444,0.9044273811468714 | |
| Twins_PCPVT,j,0.5901691876252493,0.6993333333333334,0.8068135555555556,0.6328856328856329 | |
| Twins_PCPVT,k,0.5968491020202636,0.7003333333333334,0.7921438888888889,0.6336593317033414 | |
| Twins_PCPVT,l,0.4564983546913021,0.7871227606107971,0.8525991250300863,0.7154680594616312 | |
| PiT,a,0.3924222976233052,0.831858407079646,0.8797864942726362,0.6513761467889908 | |
| PiT,b,0.31899622544594736,0.8758252121974222,0.9015782688766113,0.4182621502209131 | |
| PiT,c,0.454398755605998,0.7959761081420936,0.8498250460405157,0.30439442658092175 | |
| PiT,d,0.14505015389513048,0.9597610814209369,0.9646924493554327,0.6893203883495146 | |
| PiT,e,0.3891645081087734,0.827661909989023,0.8838870809051691,0.6439909297052154 | |
| PiT,f,0.3070308875887381,0.8753996614632311,0.9020960965500401,0.17650714729645742 | |
| PiT,g,0.22340119377772014,0.9178333333333333,0.9791551111111111,0.9207268049525648 | |
| PiT,h,0.2951871022383372,0.8755,0.9678674444444444,0.8845975590916113 | |
| PiT,i,0.13118078410625458,0.9623333333333334,0.9941626666666668,0.9620295698924731 | |
| PiT,j,1.1235656504631042,0.5436666666666666,0.5612956111111111,0.3110216406643181 | |
| PiT,k,1.0313452566862107,0.5881666666666666,0.7460636666666667,0.33342325330455896 | |
| PiT,l,0.5711348351591465,0.7689070578333533,0.7784629383878745,0.6533814247069432 | |
| Ensemble,a,,0.8628318584070797,0.9054087098721564,0.6836734693877551 | |
| Ensemble,b,,0.9182646966362779,0.931486187845304,0.5075757575757576 | |
| Ensemble,c,,0.8340144608613643,0.8768360957642726,0.33668341708542715 | |
| Ensemble,d,,0.9682489783087079,0.9682486187845304,0.7262872628726287 | |
| Ensemble,e,,0.8309549945115258,0.8953757662907742,0.6350710900473934 | |
| Ensemble,f,,0.9079368064698138,0.922026931389281,0.214915797914996 | |
| Ensemble,g,,0.9488333333333333,0.9909529999999999,0.9498284033338781 | |
| Ensemble,h,,0.9041666666666667,0.9819358888888887,0.9099733834351026 | |
| Ensemble,i,,0.9753333333333334,0.9972660000000001,0.9751677852348993 | |
| Ensemble,j,,0.5953333333333334,0.7440818888888889,0.39269634817408705 | |
| Ensemble,k,,0.6218333333333333,0.8487693333333335,0.408960666840323 | |
| Ensemble,l,,0.802332571840808,0.8579947764427092,0.6993965990126165 | |