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Retinal Oct Disease Classification On Oct2017

Metrics

Acc

Sensitivity

Results

Performance results of various models on this benchmark

Model Name	Acc	Sensitivity	Paper Title	Repository
InceptionV3 (limited)	93.4	96.6	Rethinking the Inception Architecture for Computer Vision	-
InceptionV3	96.6	97.8	Rethinking the Inception Architecture for Computer Vision	-
MobileNet-v2	99.4	99.4	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
Xception	99.7	99.7	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
WideResNet-50-2 (EMA-decay=0.999)	99.69	-	Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels	-
MobileNet-v2	98.5	99.4	MobileNetV2: Inverted Residuals and Linear Bottlenecks	-
Joint-Attention-Network OpticNet-71	77.4	-	Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images	-
ResNet50-v1	99.3	99.3	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
Joint-Attention-Network MobileNet-v2	95.6	-	Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images	-
OpticNet-71	99.8	99.8	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
ResNet50-v1	99.3	99.3	Deep Residual Learning for Image Recognition	-
InceptionV3 (limited)	93.4	96.6	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
Xception	-	99.7	Xception: Deep Learning With Depthwise Separable Convolutions
InceptionV3	96.6	97.8	Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images	-
Joint-Attention-Network ResNet50-v1	92.4	-	Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images	-

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Retinal Oct Disease Classification On Oct2017 | SOTA | HyperAI