Medical Diagnosis on OCT2017

Metric: Sensitivity (higher is better)

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#	Model↕	Sensitivity▼	Extra Data	Paper	Date↕	Code
1	OpticNet-71	99.8	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
2	Xception	99.7	No	-	-	Code
3	Xception	99.7	No	-	-	Code
4	MobileNet-v2	99.4	No	MobileNetV2: Inverted Residuals and Linear Bottl...	2018-01-13	Code
5	MobileNet-v2	99.4	No	MobileNetV2: Inverted Residuals and Linear Bottl...	2018-01-13	Code
6	ResNet50-v1	99.3	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
7	ResNet50-v1	99.3	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
8	InceptionV3	97.8	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
9	InceptionV3	97.8	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
10	InceptionV3 (limited)	96.6	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
11	InceptionV3 (limited)	96.6	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code

#1OpticNet-71SOTA
99.8
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#2Xception
99.7
Sensitivity
No paperCode
#3Xception
99.7
Sensitivity
No paperCode
#4MobileNet-v2SOTA
99.4
Sensitivity· 2018-01-13
MobileNetV2: Inverted Residuals and Linear Bottlenecks Code
#5MobileNet-v2
99.4
Sensitivity· 2018-01-13
MobileNetV2: Inverted Residuals and Linear Bottlenecks Code
#6ResNet50-v1
99.3
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#7ResNet50-v1
99.3
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#8InceptionV3
97.8
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#9InceptionV3
97.8
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#10InceptionV3 (limited)
96.6
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#11InceptionV3 (limited)
96.6
Sensitivity· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code