paper-with-me

Retinal OCT Disease Classification 벤치마크

Retinal OCT Disease Classification on Srinivasan2014

28개 결과 · ⬇ CSV · JSON

Acc

87.63 90.72 93.81 96.91 100 2015-12 2026-09 ResNet50-v1 — 94.92 (2015-12-10) ResNet50-v1 — 94.92 (2015-12-10) Lee et al. — 87.63 (2016-12-15) Lee et al. — 87.63 (2016-12-15) Xception — 99.36 (2017-07-01) Xception — 99.36 (2017-07-01) MobileNet-v2 — 97.46 (2018-01-13) MobileNet-v2 — 97.46 (2018-01-13) OpticNet-71 — 100.0 (2019-10-13) Xception — 99.36 (2019-10-13) MobileNet-v2 — 97.46 (2019-10-13) Karri et al. — 96.0 (2019-10-13) ResNet50-v1 — 94.92 (2019-10-13) Awais et al. — 93.0 (2019-10-13) Lee et al. — 87.63 (2019-10-13) OpticNet-71 — 100.0 (2019-10-13) Xception — 99.36 (2019-10-13) MobileNet-v2 — 97.46 (2019-10-13) Karri et al. — 96.0 (2019-10-13) ResNet50-v1 — 94.92 (2019-10-13) Awais et al. — 93.0 (2019-10-13) Lee et al. — 87.63 (2019-10-13) Joint-Attention-Network ResNet50-v1 — 100.0 (2020-05-16) Joint-Attention-Network OpticNet-71 — 99.68 (2020-05-16) Joint-Attention-Network MobileNet-v2 — 99.36 (2020-05-16) Joint-Attention-Network ResNet50-v1 — 100.0 (2020-05-16) Joint-Attention-Network OpticNet-71 — 99.68 (2020-05-16) Joint-Attention-Network MobileNet-v2 — 99.36 (2020-05-16) ResNet50-v1 — 94.92 (2015-12-10) Xception — 99.36 (2017-07-01) OpticNet-71 — 100.0 (2019-10-13)
RankModel Acc PaperCodeYear
1 OpticNet-71 100 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
1 Joint-Attention-Network ResNet50-v1 100 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
3 Joint-Attention-Network OpticNet-71 99.68 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
4 Xception 99.36 Xception: Deep Learning With Depthwise Separable Convolutions PaddlePaddle/PaddleClas · keras-team/keras-applications · Mayurji/Image-Classification-PyTorch · +4 2017
4 Joint-Attention-Network MobileNet-v2 99.36 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
4 Xception 99.36 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
7 MobileNet-v2 97.46 MobileNetV2: Inverted Residuals and Linear Bottlenecks tensorflow/models · tensorflow/models · tensorflow/models · +156 2018
7 MobileNet-v2 97.46 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
9 Karri et al. 96 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
10 ResNet50-v1 94.92 Deep Residual Learning for Image Recognition tensorflow/models · tensorflow/models · tensorflow/models · +481 2015
10 ResNet50-v1 94.92 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
12 Awais et al. 93 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
13 Lee et al. 87.63 Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration 2016
13 Lee et al. 87.63 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
15 OpticNet-71 100 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
15 Joint-Attention-Network ResNet50-v1 100 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
17 Joint-Attention-Network OpticNet-71 99.68 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
18 Xception 99.36 Xception: Deep Learning With Depthwise Separable Convolutions PaddlePaddle/PaddleClas · keras-team/keras-applications · Mayurji/Image-Classification-PyTorch · +4 2017
18 Joint-Attention-Network MobileNet-v2 99.36 Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SharifAmit/Robust_Joint_Attention 2020
18 Xception 99.36 Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SharifAmit/OCT_Classification · SharifAmit/OpticNet-71 2019
1–20 / 28 다음 → 페이지당 10 20 50 100