Medical Diagnosis on Srinivasan2014

Metric: Acc (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Acc▼	Extra Data	Paper	Date↕	Code
1	OpticNet-71	100	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
2	Joint-Attention-Network ResNet50-v1	100	No	Improving Robustness using Joint Attention Netwo...	2020-05-16	Code
3	Joint-Attention-Network OpticNet-71	99.68	No	Improving Robustness using Joint Attention Netwo...	2020-05-16	Code
4	Xception	99.36	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
5	Joint-Attention-Network MobileNet-v2	99.36	No	Improving Robustness using Joint Attention Netwo...	2020-05-16	Code
6	Xception	99.36	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
7	MobileNet-v2	97.46	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
8	MobileNet-v2	97.46	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
9	Karri et al.	96	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
10	ResNet50-v1	94.92	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
11	ResNet50-v1	94.92	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
12	Awais et al.	93	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
13	Lee et al.	87.63	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code
14	Lee et al.	87.63	No	Optic-Net: A Novel Convolutional Neural Network ...	2019-10-13	Code

#1OpticNet-71SOTA
100
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#2Joint-Attention-Network ResNet50-v1
100
Acc· 2020-05-16
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images Code
#3Joint-Attention-Network OpticNet-71
99.68
Acc· 2020-05-16
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images Code
#4Xception
99.36
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#5Joint-Attention-Network MobileNet-v2
99.36
Acc· 2020-05-16
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images Code
#6Xception
99.36
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#7MobileNet-v2
97.46
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#8MobileNet-v2
97.46
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#9Karri et al.
96
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#10ResNet50-v1
94.92
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#11ResNet50-v1
94.92
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#12Awais et al.
93
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#13Lee et al.
87.63
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code
#14Lee et al.
87.63
Acc· 2019-10-13
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Code