PathMNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PathMNIST 28x28 (val)
99.87AUC
3
PathMNIST Long-tailed Imbalance (test)
58.11Balanced Accuracy (10% annotation cost)
2
PathMNIST Long-tailed Imbalance (pool)
73.92Balanced Accuracy (10% cost)
2
PathMNIST Specialist
87.74Accuracy
2
PathMNIST Clean
87.31Accuracy
2
PathMNIST N=1000
1Ghost Similarity
1
PathMNIST
81.2Targeted Accuracy (TA)
1
PathMNIST v2 (test)
—Primary metric
0