PathMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | PathMNIST | Accuracy99.38 | 42 | |
| Image Classification | PathMNIST v1 (test) | Accuracy92.02 | 36 | |
| Image Classification | PathMNIST v2 (test) | Accuracy89.86 | 35 | |
| Image Classification | PathMNIST | Accuracy96.65 | 34 | |
| 9-class classification | PathMNIST | Accuracy93.73 | 32 | |
| Medical Image Classification | PathMNIST v2 (test) | Accuracy97.5 | 22 | |
| Classification | PathMNIST D11 | PGD Acc45.7 | 7 | |
| Image Classification | PathMNIST-C | Accuracy52 | 6 | |
| Failure types identification | BP-MNIST | Learnability92 | 5 | |
| Image Classification | PathMNIST (test) | Accuracy@1 (%)78.88 | 4 | |
| Multi-Instance Learning Classification | PathMNIST v2 (test) | Metric- | 0 |
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