Instance Segmentation on PanNuke 19 tissue types (three-fold cross-validation)
59.9mPQLKCell
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LKCellTissue=Bladder2026.01 | 59.9 | 71.5 | |
| CPP-NetTissue=Bladder2026.01 | 59.4 | 70.5 | |
| CellViTTissue=Bladder2026.01 | 58.4 | 70.7 | |
| LSP-DETRTissue=Bladder2026.01 | 58.3 | 71.1 | |
| StarDistTissue=Bladder2026.01 | 57.9 | 69.9 | |
| HoVer-NeXtTissue=Bladder2026.01 | 57.8 | 69.6 | |
| LKCellTissue=Esophagus2026.01 | 56.1 | 68.3 | |
| LKCellTissue=Kidney2026.01 | 55.8 | 72 | |
| CPP-NetTissue=Esophagus2026.01 | 54.5 | 68 | |
| CellViTTissue=Esophagus2026.01 | 54.5 | 66.8 | |
| LKCellTissue=Ovarian2026.01 | 54.4 | 67.6 | |
| LSP-DETRTissue=Esophagus2026.01 | 54.3 | 67.7 | |
| CellViTTissue=Ovarian2026.01 | 53.9 | 67.2 | |
| CellViTTissue=Kidney2026.01 | 53.7 | 70.9 | |
| LKCellTissue=Testis2026.01 | 53.5 | 69.4 | |
| StarDistTissue=Esophagus2026.01 | 53.3 | 66.6 | |
| CellViTTissue=Prostate2026.01 | 53.2 | 68.2 | |
| CPP-NetTissue=Ovarian2026.01 | 53.1 | 68.3 | |
| CPP-NetTissue=Prostate2026.01 | 53.1 | 69 | |
| LKCellTissue=Liver2026.01 | 53 | 73.7 | |
| HoVer-NeXtTissue=Esophagus2026.01 | 52.7 | 64.7 | |
| LSP-DETRTissue=Kidney2026.01 | 52.4 | 69.9 | |
| LKCellTissue=Prostate2026.01 | 52.3 | 68.1 | |
| CellViTTissue=Liver2026.01 | 52.2 | 73.2 | |
| StarDistTissue=Ovarian2026.01 | 52.1 | 66.7 | |
| CPP-NetTissue=Kidney2026.01 | 51.9 | 70.7 | |
| CellViTTissue=Breast2026.01 | 51.8 | 67.5 | |
| HoVer-NeXtTissue=Kidney2026.01 | 51.7 | 68.3 | |
| LSP-DETRTissue=Ovarian2026.01 | 51.6 | 67.6 | |
| LSP-DETRTissue=Prostate2026.01 | 51.6 | 67.5 | |
| StarDistTissue=Liver2026.01 | 51.5 | 72.3 | |
| LKCellTissue=Breast2026.01 | 51.4 | 66.9 | |
| LSP-DETRTissue=Breast2026.01 | 51.4 | 67.6 | |
| CPP-NetTissue=Liver2026.01 | 51.4 | 73.1 | |
| CellViTTissue=Adrenal2026.01 | 51.3 | 70.9 | |
| CellViTTissue=Testis2026.01 | 51.3 | 69.6 | |
| CPP-NetTissue=Breast2026.01 | 50.9 | 67.5 | |
| LKCellTissue=Adrenal2026.01 | 50.8 | 71.3 | |
| StarDistTissue=Prostate2026.01 | 50.7 | 67.5 | |
| StarDistTissue=Breast2026.01 | 50.6 | 66.7 | |
| HoVer-NeXtTissue=Liver2026.01 | 50.4 | 71.7 | |
| LKCellTissue=Average2026.01 | 50.3 | 68.4 | |
| LKCellTissue=Head&Neck2026.01 | 50 | 66.1 | |
| LKCellTissue=Cervix2026.01 | 49.9 | 69.6 | |
| CellViTTissue=Cervix2026.01 | 49.8 | 68.7 | |
| LSP-DETRTissue=Liver2026.01 | 49.8 | 72.1 | |
| CellViTTissue=Average2026.01 | 49.8 | 67.9 | |
| HoVer-NeXtTissue=Testis2026.01 | 49.7 | 68 | |
| HoVer-NeXtTissue=Breast2026.01 | 49.5 | 64.3 | |
| HoVer-NeXtTissue=Adrenal2026.01 | 49.4 | 70.4 | |
| CPP-NetTissue=Adrenal2026.01 | 49.4 | 70.7 | |
| StarDistTissue=Testis2026.01 | 49.4 | 68.7 | |
| LSP-DETRTissue=Cervix2026.01 | 49.3 | 68.8 | |
| CPP-NetTissue=Testis2026.01 | 49.3 | 70.3 | |
| CellViTTissue=Head&Neck2026.01 | 49.1 | 65.4 | |
| LKCellTissue=Pancreatic2026.01 | 49 | 67.7 | |
| LKCellTissue=Uterus2026.01 | 49 | 66.6 | |
| CellViTTissue=Bile Duct2026.01 | 48.9 | 67.8 | |
| LKCellTissue=Bile Duct2026.01 | 48.9 | 68.2 | |
| StarDistTissue=Kidney2026.01 | 48.8 | 70 | |
| StarDistTissue=Adrenal2026.01 | 48.7 | 69.7 | |
| LSP-DETRTissue=Testis2026.01 | 48.7 | 68.7 | |
| HoVer-NeXtTissue=Ovarian2026.01 | 48.6 | 61.2 | |
| HoVer-NeXtTissue=Head&Neck2026.01 | 48.5 | 64.3 | |
| CPP-NetTissue=Average2026.01 | 48.5 | 68 | |
| LSP-DETRTissue=Head&Neck2026.01 | 48.4 | 64.8 | |
| LSP-DETRTissue=Average2026.01 | 48.2 | 67.5 | |
| HoVer-NeXtTissue=Prostate2026.01 | 48.1 | 62.9 | |
| CPP-NetTissue=Cervix2026.01 | 47.9 | 69.1 | |
| LSP-DETRTissue=Pancreatic2026.01 | 47.9 | 67.1 | |
| CPP-NetTissue=Uterus2026.01 | 47.9 | 66.2 | |
| StarDistTissue=Head&Neck2026.01 | 47.7 | 64.3 | |
| HoVer-NeXtTissue=Average2026.01 | 47.7 | 65.6 | |
| HoVer-NeXtTissue=Cervix2026.01 | 47.5 | 66.7 | |
| CellViTTissue=Uterus2026.01 | 47.4 | 66.3 | |
| StarDistTissue=Average2026.01 | 47.4 | 66.9 | |
| CellViTTissue=Pancreatic2026.01 | 47.2 | 66.6 | |
| LSP-DETRTissue=Adrenal2026.01 | 47.1 | 70.9 | |
| CPP-NetTissue=Head&Neck2026.01 | 47.1 | 65.2 | |
| CPP-NetTissue=Pancreatic2026.01 | 47.1 | 67.9 | |
| CellViTTissue=Stomach2026.01 | 47.1 | 70.2 | |
| HoVer-NeXtTissue=Bile Duct2026.01 | 46.8 | 66.8 | |
| CPP-NetTissue=Bile Duct2026.01 | 46.7 | 67.7 | |
| LKCellTissue=Stomach2026.01 | 46.6 | 71.5 | |
| LKCellTissue=Thyroid2026.01 | 46.6 | 71.5 | |
| StarDistTissue=Bile Duct2026.01 | 46.5 | 66.9 | |
| LSP-DETRTissue=Bile Duct2026.01 | 46.3 | 67.2 | |
| StarDistTissue=Cervix2026.01 | 46.3 | 66.9 | |
| HoVer-NeXtTissue=Stomach2026.01 | 46.1 | 69.6 | |
| HoVer-NeXtTissue=Pancreatic2026.01 | 46 | 65.7 | |
| StarDistTissue=Pancreatic2026.01 | 45.9 | 66 | |
| LSP-DETRTissue=Uterus2026.01 | 45.9 | 64.8 | |
| CPP-NetTissue=Stomach2026.01 | 45.8 | 70.7 | |
| LKCellTissue=Colon2026.01 | 45.6 | 59.4 | |
| CellViTTissue=Thyroid2026.01 | 45.2 | 71.5 | |
| CellViTTissue=Colon2026.01 | 44.9 | 59.2 | |
| StarDistTissue=Stomach2026.01 | 44.8 | 69.4 | |
| LSP-DETRTissue=Thyroid2026.01 | 44.8 | 70.3 | |
| StarDistTissue=Uterus2026.01 | 44.8 | 66 | |
| HoVer-NeXtTissue=Uterus2026.01 | 44.6 | 61.9 |