PanNuke
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PanNuke
4.31FSD
6
PanNuke v1 (test)
0.512mPQ (Adrenal Gland)
6
PanNuke (3-fold cross-val average)
63.62bPQ
5
PanNuke PanCancer 40x
68.73Test Balanced Accuracy
5
PanNuke Breast 40x
57.49Test Balanced Accuracy
5
PanNuke PanCancer 20x
67.63Test Balanced Accuracy
5
PanNuke 20x Breast
57.38Test Balanced Accuracy
5
PanNuke PanCancer 40x
92.38AUROC
5
PanNuke 40x Breast
89.05AUROC
5
PanNuke PanCancer 20x
92.92AUROC
5
PanNuke 20x Breast
91.39AUROC
5
PanNuke 20x (PanCancer) (test)
67.63Macro F1
5
PanNuke 20x Breast (test)
58.05Macro F1
5
PanNuke 40x PanCancer (test)
72.76AUPRC
5
PanNuke 40x Breast (test)
62.44AUPRC
5
PanNuke PanCancer 20x (test)
73.59AUPRC
5
PanNuke Breast 20x (test)
64.11AUPRC
5
PanNuke (three-fold cross-validation)
75Neoplastic F1 Score
4
PanNuke
50.29FID
4
PanNuke
98.13Accuracy
3