TASK
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bias Evaluation | Task 2 Persona E | BAD Score0.017 | 25 | |
| Molecular classification | Task 21 | Accuracy66.8 | 16 | |
| Molecular classification | Task 20 | Accuracy56 | 16 | |
| Molecular classification | Task 17 | Accuracy64.5 | 16 | |
| Classification | Task 11 | ACC70.7 | 16 | |
| Classification | Task 10 | Accuracy79.7 | 16 | |
| Classification | Task 6 | Accuracy89.5 | 16 | |
| Classification | Task 5 | Accuracy98.7 | 16 | |
| Classification | Task 3 | Accuracy93.9 | 16 | |
| Classification | Task 2 | Accuracy75.9 | 16 | |
| Classification | Task 1 | Accuracy88.9 | 16 | |
| Personalized Federated Learning | Task 6 | Accuracy85.3 | 13 | |
| Personalized Federated Learning | Task 2 | Accuracy81.3 | 13 | |
| Personalized Federated Learning | Task 1 | Accuracy42.4 | 13 | |
| Disease Prediction | Task 4 | AUROC65 | 10 | |
| Morphologic and molecular classification | Task 14 | Accuracy58.3 | 8 | |
| Morphologic and molecular classification | Task 11 | Accuracy64.5 | 8 | |
| Morphologic and molecular classification | Task 10 | Accuracy74.5 | 8 | |
| Morphologic and molecular classification | Task 9 | Accuracy73.5 | 8 | |
| Morphologic and molecular classification | Task 3 | Accuracy92.8 | 8 | |
| Morphologic and molecular classification | Task 1 | Accuracy87.1 | 8 | |
| Molecular classification | Task 28 | Accuracy (ACC)73.1 | 8 | |
| Survival prediction | Task 30 (train-test) | C-index0.659 | 8 | |
| Disease Prediction | Task 7 | AUROC0.76 | 6 | |
| Disease Prediction | Task 6 | AUROC0.84 | 6 |
Showing 25 of 45 rows