PanNuke
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PanNuke Testis
71.57bPQ
7
PanNuke Stomach
0.716bPQ
7
PanNuke Skin
67.77bPQ
7
PanNuke Prostate
69.85bPQ
7
PanNuke Pancreatic
69.25bPQ
7
PanNuke Ovarian
0.687bPQ
7
PanNuke Lung
65.98bPQ
7
PanNuke Liver
74.39bPQ
7
PanNuke Kidney
71.36bPQ
7
PanNuke Head Neck
0.676bPQ
7
PanNuke Esophagus
0.692Boundary PQ (bPQ)
7
PanNuke Colon
61.13bPQ
7
PanNuke Cervix
70.73bPQ
7
PanNuke Breast
68.04bPQ
7
PanNuke Bladder
72.52bPQ
7
PanNuke Bile Duct
69.35bPQ
7
PanNuke Adrenal
71.95bPQ
7
PanNuke (official folds)
83.6Dice Score
7
PanNuke transfer from MoNuSeg (test)
70.73Dice Score
7
PanNuke transfer from TNBC (test)
71.57Dice Score
7
PanNuke
74.17Adrenal bPQ
7
PanNuke (5-fold CV)
95.76Macro F1
7
PanNuke (val)
149.137FID (DINOv2)
6
PanNuke (test)
80Fd
6
PanNuke (test)
82.2Dice
6