BloodMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 8-class classification | BloodMNIST | Accuracy99 | 33 | |
| Image Classification | BloodMNIST v2 (test) | AUC99.8 | 12 | |
| Classification | BloodMNIST v1 (test) | Accuracy96 | 12 | |
| Classification | BloodMNIST (test) | Coverage91.2 | 11 | |
| Medical Image Classification | BloodMNIST | AUC99.8 | 9 | |
| Image Classification | BloodMNIST C | Accuracy77 | 6 | |
| Image Classification | BloodMNIST | Top-1 Accuracy96.23 | 4 | |
| Image Classification | BloodMNIST MedMNIST (test) | Accuracy95.01 | 2 | |
| Multi-Instance Learning Classification | BloodMNIST v2 (test) | Metric- | 0 |
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