Retinal disease classification on TOPCON-MM
69.06MAPFDDM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FDDMTraining Modality=Both, Inference Modality=OCT, Paired Data Required=false2023.08 | 69.06 | 57.15 | 95.93 | 69.17 | 89.06 | |
| ResNet50Training Modality=OCT, Inference Modality=OCT, Paired Data Required=n/a2023.08 | 66.44 | 53.14 | 95.28 | 64.16 | 87.73 | |
| SimKDTraining Modality=Both, Inference Modality=OCT, Paired Data Required=true2023.08 | 65.1 | 53.13 | 95.09 | 63.19 | 87.97 | |
| DKDTraining Modality=Both, Inference Modality=OCT, Paired Data Required=true2023.08 | 64.4 | 53.83 | 95.24 | 64 | 87.52 | |
| Late FusionTraining Modality=Both, Inference Modality=Both, Paired Data Required=true2023.08 | 63.83 | 54.45 | 94.29 | 64.93 | 86.92 | |
| KDTraining Modality=Both, Inference Modality=OCT, Paired Data Required=true2023.08 | 63.69 | 51.7 | 95.75 | 63.56 | 87.9 | |
| RKDTraining Modality=Both, Inference Modality=OCT, Paired Data Required=true2023.08 | 63.59 | 53.42 | 94.42 | 63.7 | 87.36 | |
| FitNetTraining Modality=Both, Inference Modality=OCT, Paired Data Required=true2023.08 | 63.41 | 54.44 | 94.87 | 65 | 87.17 | |
| MSANTraining Modality=Both, Inference Modality=Both, Paired Data Required=true2023.08 | 59.49 | 56.44 | 93.37 | 63.95 | 84.51 | |
| Two-Stream CNNTraining Modality=Both, Inference Modality=Both, Paired Data Required=true2023.08 | 58.75 | 53.47 | 92.97 | 61.82 | 84.79 | |
| ResNet50Training Modality=Fundus, Inference Modality=Fundus, Paired Data Required=n/a2023.08 | 50.56 | 43.68 | 92.24 | 54.95 | 79.97 |