OrganAMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | OrganAMNIST | Accuracy99.13 | 125 | |
| Medical Image Classification | OrganAMNIST | Accuracy93.4 | 21 | |
| Classification | OrganAMNIST | P10 Delta0.0137 | 18 | |
| Classification | OrganAMNIST | Worst Delta0.0186 | 18 | |
| Classification | OrganAMNIST | Average Delta0.001 | 18 | |
| Image Classification | OrganAMNIST v2 (test) | AUC99.8 | 12 | |
| Classification | OrganAMNIST D16 | PGD44.2 | 7 | |
| Model Editing | organamnist | Delta Accuracy (pp)23 | 6 | |
| Classification | OrganAMNIST | Mean Client Accuracy (alpha=0.1)93.03 | 6 | |
| Federated Unlearning | OrganAMNIST | Time (s)380 | 6 | |
| Conformal Prediction | OrganAMNIST | Coverage95.72 | 5 | |
| CT slice classification | OrganAMNIST 11-class | Macro AUC99.69 | 5 | |
| Tomography | OrganAMNIST (test) | MSE0.004 | 3 | |
| Clustering | ORGANAMNIST | NMI84 | 3 | |
| Multi-Instance Learning Classification | OrganAMNIST v2 (test) | Metric- | 0 |
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