Multimodal eye disease classification on In-house dataset Gaussian noise σ=0.1 on Fundus (test)
81.4AccuracyTMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TMCGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 81.4 | 18.6 | |
| DEGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 80 | 20 | |
| EyeMoStGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 80 | 20 | |
| M²LCGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 78.6 | 21.4 | |
| B-EFGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 77.7 | 22.3 | |
| MCDOGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 77.1 | 30.4 | |
| B-IFGaussian noise=true, sigma=0.1, Noisy modality=Fundus2023.03 | 59.3 | 45 |