Multimodal eye disease classification on In-house dataset Gaussian noise σ=0.3 on OCT (test)
82.9AccuracyEyeMoSt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EyeMoStGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 82.9 | 0.171 | |
| DEGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 60.9 | 0.391 | |
| B-IFGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 44.3 | 0.85 | |
| B-EFGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 44.3 | 0.557 | |
| M²LCGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 44.3 | 0.557 | |
| TMCGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 44.3 | 0.557 | |
| MCDOGaussian noise=true, sigma=0.3, Noisy modality=OCT2023.03 | 42.9 | 0.571 |