PanNuke
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PanNuke 19 tissue types (three-fold cross-validation)
59.9mPQ
120
PanNuke averaged across three dataset splits
0.88Precision
40
PanNuke
84.22Neoplastic Score
39
PanNuke (test)
89.62Top-1 Accuracy
37
PanNuke
73Neoplastic F1 Score
31
PanNuke T2
69.3IoU
28
PanNuke T1
70.36mIoU
28
PanNuke (official three-fold splits)
75Precision (Neo)
18
PanNuke
84Precision
17
PanNuke (target)
82.97Dice
14
PanNuke (three-fold cross-validation)
58.4Neoplastic
12
PanNuke
91.5AUC
11
PanNuke
79.42Dice (All Nuclei)
11
PanNuke
82.24Dice Coefficient
10
PanNuke
85.14mIoU
10
PanNuke
71.52Accuracy
10
PanNuKe
58.61mPQ
10
PanNuke
89.5MACs (G)
8
PanNuke (three-fold cross-val)
50.8mPQ
8
PanNuke
82.32FS1 Score
7
PanNuke
7.777FID
7
PanNuke Cls.-Eval (test)
0.357Macro F1
7
PanNuke Average over all tissues
69.55bPQ
7
PanNuke Uterus
67.54Boundary PQ
7
PanNuke Thyroid
72.93bPQ
7