| dataset,model,task,n_test,accuracy,balanced_accuracy,f1_macro,precision_macro,recall_macro,cohen_kappa,quadratic_weighted_kappa,mcc,auroc,auprc,sensitivity,specificity,auroc_macro_ovr,auprc_macro
|
| adam,resnet,binary,80.0000,0.8250,0.7885,0.7667,0.7524,0.7885,0.5349,0.5349,0.5397,0.9194,0.8160,0.7222,0.8548,,
|
| adam,retfound,binary,80.0000,0.9250,0.8925,0.8925,0.8925,0.8925,0.7849,0.7849,0.7849,0.9516,0.9214,0.8333,0.9516,,
|
| adam,vit,binary,80.0000,0.9125,0.8844,0.8770,0.8701,0.8844,0.7540,0.7540,0.7544,0.9319,0.8854,0.8333,0.9355,,
|
| airogs,resnet,binary,1000.0000,0.9000,0.9000,0.9000,0.9001,0.9000,0.8000,0.8000,0.8001,0.9614,0.9596,0.9080,0.8920,,
|
| airogs,retfound,binary,1000.0000,0.9080,0.9080,0.9080,0.9084,0.9080,0.8160,0.8160,0.8164,0.9708,0.9715,0.8920,0.9240,,
|
| airogs,vit,binary,1000.0000,0.9000,0.9000,0.9000,0.9001,0.9000,0.8000,0.8000,0.8001,0.9600,0.9625,0.9060,0.8940,,
|
| aptos,resnet,multiclass,366.0000,0.8169,0.6238,0.6197,0.6286,0.6238,0.7092,0.8600,0.7101,,,,,0.9188,0.6550
|
| aptos,retfound,multiclass,366.0000,0.8361,0.6323,0.6495,0.6955,0.6323,0.7384,0.9056,0.7411,,,,,0.9478,0.6934
|
| aptos,vit,multiclass,366.0000,0.7923,0.6170,0.6045,0.6193,0.6170,0.6751,0.8748,0.6772,,,,,0.9165,0.6056
|
| deepdrid,resnet,multiclass,400.0000,0.7025,0.5311,0.5342,0.5570,0.5311,0.5605,0.8270,0.5616,,,,,0.8760,0.5810
|
| deepdrid,retfound,multiclass,400.0000,0.7525,0.6376,0.6534,0.6920,0.6376,0.6339,0.8442,0.6344,,,,,0.9271,0.7323
|
| deepdrid,vit,multiclass,400.0000,0.7075,0.5952,0.5945,0.6280,0.5952,0.5836,0.8242,0.5888,,,,,0.8944,0.6585
|
| idrid,resnet,multiclass,92.0000,0.6196,0.5597,0.5515,0.5642,0.5597,0.4997,0.8391,0.5056,,,,,0.8881,0.6336
|
| idrid,retfound,multiclass,92.0000,0.6848,0.5657,0.5510,0.5400,0.5657,0.5737,0.8782,0.5762,,,,,0.9069,0.6865
|
| idrid,vit,multiclass,92.0000,0.6522,0.6544,0.6192,0.6084,0.6544,0.5399,0.8356,0.5417,,,,,0.8646,0.6594
|
| mmac,resnet,multiclass,279.0000,0.8244,0.7259,0.7360,0.7484,0.7259,0.7510,0.8789,0.7515,,,,,0.9445,0.7624
|
| mmac,retfound,multiclass,279.0000,0.8566,0.7423,0.7602,0.8011,0.7423,0.7967,0.9264,0.7971,,,,,0.9673,0.8271
|
| mmac,vit,multiclass,279.0000,0.8244,0.7345,0.7390,0.7522,0.7345,0.7526,0.9052,0.7529,,,,,0.9512,0.7603
|
| papila,resnet,binary,84.0000,0.8810,0.7353,0.7725,0.8459,0.7353,0.5494,0.5494,0.5706,0.7941,0.7048,0.5000,0.9706,,
|
| papila,retfound,binary,84.0000,0.8333,0.7537,0.7419,0.7323,0.7537,0.4842,0.4842,0.4855,0.8373,0.6335,0.6250,0.8824,,
|
| papila,vit,binary,84.0000,0.7500,0.7022,0.6612,0.6492,0.7022,0.3328,0.3328,0.3473,0.7849,0.5894,0.6250,0.7794,,
|
|
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