| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | BreastMNIST | Accuracy77.4 | 19 | |
| Classification | BreastMNIST | Accuracy90.06 | 12 | |
| Image Classification | BreastMNIST v2 (test) | AUC0.919 | 12 | |
| Classification | BreastMNIST MedMNIST v2 (test) | Accuracy89.7 | 10 | |
| Classification | BreastMNIST 100% ratio Linear Evaluation | Accuracy86.54 | 7 | |
| Classification | BreastMNIST Linear Evaluation 10% ratio | Accuracy79.49 | 7 | |
| Classification | BreastMNIST Linear Evaluation 1% ratio | Accuracy51.92 | 7 | |
| Image Generation Quality Evaluation | BreastMNIST (test) | FID3.9 | 5 | |
| Image Classification | BreastMNIST (test) | AUC94.56 | 4 | |
| Multi-Instance Learning Classification | BreastMNIST v2 (test) | Metric- | 0 |