Retinal disease classification on RetinaMNIST (test)
56.8Overall AccuracyCLEAR-B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLEAR-B2026.01 | 56.8 | 0.742 | |
| CLEAR-S2026.01 | 56.5 | 0.729 | |
| MedViT-S2026.01 | 56.1 | 0.773 | |
| CLEAR-T2026.01 | 55.8 | 0.738 | |
| MedMamba-B2026.01 | 55.3 | 0.715 | |
| MedViT-L2026.01 | 55.2 | 0.754 | |
| MedMamba-S2026.01 | 54.5 | 0.718 | |
| MedMamba-T2026.01 | 54.3 | 0.747 | |
| MedViT-T2026.01 | 53.4 | 0.752 | |
| Google AutoML2026.01 | 53.1 | 0.75 | |
| ResNet50Input Resolution=282026.01 | 52.8 | 0.726 | |
| ResNet18Input Resolution=282026.01 | 52.4 | 0.717 | |
| Auto-sklearn2026.01 | 51.5 | 0.69 | |
| ResNet50Input Resolution=2242026.01 | 51.1 | 0.716 | |
| AutoKeras2026.01 | 50.3 | 0.719 | |
| ResNet18Input Resolution=2242026.01 | 49.3 | 0.71 |