| model,class,precision,recall,f1,support | |
| vgg19,Central Serous Chorioretinopathy,0.8898,0.9722,0.9292,108 | |
| vgg19,Diabetic Retinopathy,0.9901,0.9523,0.9708,733 | |
| vgg19,Disc Edema,0.9073,1.0000,0.9514,137 | |
| vgg19,Glaucoma,0.8231,0.7718,0.7966,609 | |
| vgg19,Healthy,0.8342,0.8631,0.8484,548 | |
| vgg19,Macular Scar,0.8713,0.8922,0.8817,334 | |
| vgg19,Myopia,0.8691,0.8750,0.8720,440 | |
| vgg19,Pterygium,1.0000,1.0000,1.0000,17 | |
| vgg19,Retinal Detachment,0.9922,1.0000,0.9961,127 | |
| vgg19,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| resnet50,Central Serous Chorioretinopathy,0.8947,0.9444,0.9189,108 | |
| resnet50,Diabetic Retinopathy,0.9817,0.9536,0.9675,733 | |
| resnet50,Disc Edema,0.9067,0.9927,0.9477,137 | |
| resnet50,Glaucoma,0.7993,0.7980,0.7987,609 | |
| resnet50,Healthy,0.8482,0.8668,0.8574,548 | |
| resnet50,Macular Scar,0.8667,0.8952,0.8807,334 | |
| resnet50,Myopia,0.8873,0.8227,0.8538,440 | |
| resnet50,Pterygium,1.0000,1.0000,1.0000,17 | |
| resnet50,Retinal Detachment,0.9922,1.0000,0.9961,127 | |
| resnet50,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| resnet101,Central Serous Chorioretinopathy,0.8947,0.9444,0.9189,108 | |
| resnet101,Diabetic Retinopathy,0.9764,0.9577,0.9669,733 | |
| resnet101,Disc Edema,0.9315,0.9927,0.9611,137 | |
| resnet101,Glaucoma,0.8185,0.7849,0.8013,609 | |
| resnet101,Healthy,0.8446,0.8631,0.8538,548 | |
| resnet101,Macular Scar,0.8584,0.9072,0.8821,334 | |
| resnet101,Myopia,0.8789,0.8409,0.8595,440 | |
| resnet101,Pterygium,1.0000,1.0000,1.0000,17 | |
| resnet101,Retinal Detachment,0.9922,1.0000,0.9961,127 | |
| resnet101,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| densenet121,Central Serous Chorioretinopathy,0.8938,0.9352,0.9140,108 | |
| densenet121,Diabetic Retinopathy,0.9887,0.9550,0.9715,733 | |
| densenet121,Disc Edema,0.9073,1.0000,0.9514,137 | |
| densenet121,Glaucoma,0.8206,0.8112,0.8159,609 | |
| densenet121,Healthy,0.8713,0.8522,0.8616,548 | |
| densenet121,Macular Scar,0.8608,0.9072,0.8834,334 | |
| densenet121,Myopia,0.8713,0.8614,0.8663,440 | |
| densenet121,Pterygium,1.0000,1.0000,1.0000,17 | |
| densenet121,Retinal Detachment,0.9922,1.0000,0.9961,127 | |
| densenet121,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| inception_v3,Central Serous Chorioretinopathy,0.8947,0.9444,0.9189,108 | |
| inception_v3,Diabetic Retinopathy,0.9818,0.9563,0.9689,733 | |
| inception_v3,Disc Edema,0.9073,1.0000,0.9514,137 | |
| inception_v3,Glaucoma,0.8013,0.8079,0.8046,609 | |
| inception_v3,Healthy,0.8622,0.8449,0.8535,548 | |
| inception_v3,Macular Scar,0.8661,0.9102,0.8876,334 | |
| inception_v3,Myopia,0.8750,0.8273,0.8505,440 | |
| inception_v3,Pterygium,1.0000,1.0000,1.0000,17 | |
| inception_v3,Retinal Detachment,0.9922,1.0000,0.9961,127 | |
| inception_v3,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| swin_b,Central Serous Chorioretinopathy,0.8655,0.9537,0.9075,108 | |
| swin_b,Diabetic Retinopathy,0.9817,0.9523,0.9668,733 | |
| swin_b,Disc Edema,0.9073,1.0000,0.9514,137 | |
| swin_b,Glaucoma,0.7418,0.7455,0.7437,609 | |
| swin_b,Healthy,0.8121,0.8358,0.8237,548 | |
| swin_b,Macular Scar,0.8954,0.8713,0.8832,334 | |
| swin_b,Myopia,0.8357,0.7864,0.8103,440 | |
| swin_b,Pterygium,1.0000,1.0000,1.0000,17 | |
| swin_b,Retinal Detachment,0.9845,1.0000,0.9922,127 | |
| swin_b,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| clip_openai,Central Serous Chorioretinopathy,0.8814,0.9630,0.9204,108 | |
| clip_openai,Diabetic Retinopathy,0.9731,0.9372,0.9548,733 | |
| clip_openai,Disc Edema,0.9073,1.0000,0.9514,137 | |
| clip_openai,Glaucoma,0.8087,0.6388,0.7138,609 | |
| clip_openai,Healthy,0.7956,0.8668,0.8297,548 | |
| clip_openai,Macular Scar,0.8215,0.8683,0.8443,334 | |
| clip_openai,Myopia,0.7894,0.8773,0.8310,440 | |
| clip_openai,Pterygium,1.0000,1.0000,1.0000,17 | |
| clip_openai,Retinal Detachment,0.9769,1.0000,0.9883,127 | |
| clip_openai,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| dinov2_l,Central Serous Chorioretinopathy,0.8947,0.9444,0.9189,108 | |
| dinov2_l,Diabetic Retinopathy,0.9806,0.9645,0.9725,733 | |
| dinov2_l,Disc Edema,0.9379,0.9927,0.9645,137 | |
| dinov2_l,Glaucoma,0.8185,0.7997,0.8090,609 | |
| dinov2_l,Healthy,0.8411,0.8887,0.8642,548 | |
| dinov2_l,Macular Scar,0.8707,0.9072,0.8886,334 | |
| dinov2_l,Myopia,0.8883,0.7955,0.8393,440 | |
| dinov2_l,Pterygium,1.0000,1.0000,1.0000,17 | |
| dinov2_l,Retinal Detachment,0.9845,1.0000,0.9922,127 | |
| dinov2_l,Retinitis Pigmentosa,0.9337,1.0000,0.9657,155 | |
| retfound,Central Serous Chorioretinopathy,0.7953,0.9352,0.8596,108 | |
| retfound,Diabetic Retinopathy,0.9718,0.9386,0.9549,733 | |
| retfound,Disc Edema,0.8684,0.9635,0.9135,137 | |
| retfound,Glaucoma,0.7257,0.6732,0.6985,609 | |
| retfound,Healthy,0.8099,0.7774,0.7933,548 | |
| retfound,Macular Scar,0.8171,0.8024,0.8097,334 | |
| retfound,Myopia,0.7536,0.8341,0.7918,440 | |
| retfound,Pterygium,1.0000,1.0000,1.0000,17 | |
| retfound,Retinal Detachment,0.9695,1.0000,0.9845,127 | |
| retfound,Retinitis Pigmentosa,0.9281,1.0000,0.9627,155 | |