| dataset,frac,n_train,model,acc,auroc,f1,kappa,mcc,n_test
|
| adam,100,280,retfound,0.925,0.9516129032258065,0.89247311827957,0.7849462365591398,0.7849462365591398,80
|
| adam,100,280,resnet,0.7375,0.7795698924731183,0.6836753906985502,0.38144329896907225,0.4031935495202789,80
|
| adam,100,280,vit,0.9125,0.9318996415770608,0.8769501208525599,0.7539543057996485,0.7544204852635336,80
|
| adam,50,140,retfound,0.925,0.9444444444444444,0.89247311827957,0.7849462365591398,0.7849462365591398,80
|
| adam,50,140,resnet,0.875,0.9247311827956989,0.7948717948717949,0.5934959349593496,0.6119778033738925,80
|
| adam,50,140,vit,0.8625,0.9005376344086021,0.8066359041968798,0.6133567662565905,0.613736012487117,80
|
| adam,25,70,retfound,0.875,0.921146953405018,0.8333333333333333,0.6677740863787376,0.6737497456694623,80
|
| adam,25,70,resnet,0.825,0.8494623655913978,0.7491039426523298,0.4982078853046594,0.4982078853046595,80
|
| adam,25,70,vit,0.8125,0.8351254480286737,0.7540479606476738,0.5106035889070146,0.5175363875271632,80
|
| adam,10,28,retfound,0.775,0.8409498207885304,0.43661971830985913,0.0,0.0,80
|
| adam,10,28,resnet,0.775,0.7706093189964158,0.6893874029335634,0.3793103448275862,0.38021562140115595,80
|
| adam,10,28,vit,0.8,0.8221326164874552,0.7012138188608776,0.4029850746268657,0.4041119295602435,80
|
| adam,5,14,retfound,0.775,0.8006272401433692,0.43661971830985913,0.0,0.0,80
|
| adam,5,14,resnet,0.825,0.7840501792114696,0.6785304247990815,0.375,0.41907903806247476,80
|
| adam,5,14,vit,0.7125,0.7661290322580645,0.6342675412442854,0.2755905511811023,0.28254302982294827,80
|
| airogs,100,5000,retfound,0.908,0.970758,0.9079764419691441,0.8160000000000001,0.8164181131383057,1000
|
| airogs,100,5000,resnet,0.898,0.963978,0.8979983679738875,0.796,0.7960254732227212,1000
|
| airogs,100,5000,vit,0.873,0.945154,0.872984631140368,0.746,0.7461805975595589,1000
|
| airogs,50,2500,retfound,0.898,0.9645199999999999,0.897999591998368,0.796,0.796006368076417,1000
|
| airogs,50,2500,resnet,0.879,0.9442860000000001,0.878999878999879,0.758,0.758001516004548,1000
|
| airogs,50,2500,vit,0.863,0.939084,0.862999862999863,0.726,0.7260014520043561,1000
|
| airogs,25,1250,retfound,0.881,0.9543219999999999,0.8809903602191778,0.762,0.7621234740049935,1000
|
| airogs,25,1250,resnet,0.855,0.939054,0.8549986949882549,0.71,0.7100127803450703,1000
|
| airogs,25,1250,vit,0.832,0.9150260000000001,0.8317031243112851,0.6639999999999999,0.6663550623441318,1000
|
| airogs,10,500,retfound,0.851,0.9329420000000002,0.850981968818227,0.702,0.7021699456927752,1000
|
| airogs,10,500,resnet,0.819,0.891534,0.8188026761142884,0.638,0.6393941202477768,1000
|
| airogs,10,500,vit,0.8,0.890196,0.8,0.6,0.6,1000
|
| airogs,5,250,retfound,0.834,0.9092500000000001,0.8339574931182383,0.6679999999999999,0.6683422788926326,1000
|
| airogs,5,250,resnet,0.774,0.8552180000000001,0.7738471206535618,0.548,0.5487424019308351,1000
|
| airogs,5,250,vit,0.766,0.8468760000000001,0.7659541270088938,0.532,0.5322086667040412,1000
|
| papila,100,294,retfound,0.8333333333333334,0.8373161764705882,0.7418788410886743,0.4842105263157894,0.48553038055886144,84
|
| papila,100,294,resnet,0.8809523809523809,0.7720588235294117,0.772481040086674,0.5493562231759657,0.5706103612971936,84
|
| papila,100,294,vit,0.75,0.7849264705882353,0.6612252736700595,0.33282904689863835,0.3473299378728699,84
|
| papila,50,146,retfound,0.7976190476190477,0.8088235294117647,0.7053847740870642,0.4137931034482759,0.42008402520840293,84
|
| papila,50,146,resnet,0.7142857142857143,0.7141544117647058,0.6407697790449038,0.30578512396694213,0.33443445580376163,84
|
| papila,50,146,vit,0.6904761904761905,0.7297794117647058,0.6208333333333333,0.27393617021276595,0.30620064936195557,84
|
| papila,25,73,retfound,0.75,0.7421875,0.636063544460491,0.27586206896551724,0.28005601680560194,84
|
| papila,25,73,resnet,0.7023809523809523,0.6240808823529411,0.5286195286195285,0.05745062836624781,0.05749150322649658,84
|
| papila,25,73,vit,0.6071428571428571,0.6443014705882353,0.5354449472096531,0.12389380530973448,0.14348601079588785,84
|
| papila,10,29,retfound,0.8095238095238095,0.6387867647058825,0.4473684210526316,0.0,0.0,84
|
| papila,10,29,resnet,0.4880952380952381,0.609375,0.4604929051530993,0.07194244604316535,0.10249000771134846,84
|
| papila,10,29,vit,0.7976190476190477,0.6378676470588236,0.6794612794612795,0.3590664272890485,0.35932189516560364,84
|
| papila,5,15,retfound,0.8095238095238095,0.6806066176470589,0.4473684210526316,0.0,0.0,84
|
| papila,5,15,resnet,0.8214285714285714,0.5647977941176471,0.6221889055472264,0.2622950819672131,0.29250896965085227,84
|
| papila,5,15,vit,0.7142857142857143,0.703125,0.6190476190476191,0.25222551928783377,0.2654384291727511,84
|
|
|
