Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images

Benchmark Model Rank Results
retinal-oct-disease-classification-on-oct2017OpticNet-71#2Acc: 99.8Sensitivity: 99.8
retinal-oct-disease-classification-on-oct2017Xception#3Acc: 99.7Sensitivity: 99.7
retinal-oct-disease-classification-on-oct2017MobileNet-v2#5Acc: 99.4Sensitivity: 99.4
retinal-oct-disease-classification-on-oct2017ResNet50-v1#7Acc: 99.3Sensitivity: 99.3
retinal-oct-disease-classification-on-oct2017InceptionV3#10Acc: 96.6Sensitivity: 97.8
retinal-oct-disease-classification-on-oct2017InceptionV3 (limited)#13Acc: 93.4Sensitivity: 96.6
retinal-oct-disease-classification-on-srinivasan2014OpticNet-71#1Acc: 100
retinal-oct-disease-classification-on-srinivasan2014Xception#5Acc: 99.36
retinal-oct-disease-classification-on-srinivasan2014MobileNet-v2#8Acc: 97.46
retinal-oct-disease-classification-on-srinivasan2014Karri et al.#9Acc: 96
retinal-oct-disease-classification-on-srinivasan2014ResNet50-v1#11Acc: 94.92
retinal-oct-disease-classification-on-srinivasan2014Awais et al.#12Acc: 93
retinal-oct-disease-classification-on-srinivasan2014Lee et al.#13Acc: 87.63