Nuclei Detection on PanNuke (three-fold cross-validation)
75Neoplastic F1 ScoreLSP-DETR
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LSP-DETR2026.01 | 75 | 76.9 | 73.2 | 71.1 | 68.4 | 69.7 | 59.4 | 39.8 | 47.4 | 66.8 | 59.1 | 62.7 | 77.2 | 73.6 | 75.4 | |
| HoVer-NeXt2026.01 | 72 | — | — | — | — | 68.1 | — | — | 49.2 | — | — | 64.6 | — | — | 72.8 | |
| LKCell2026.01 | 71 | 70.3 | 71.7 | 58.2 | 59.9 | 59 | 45.3 | 34.5 | 39.1 | 57.3 | 50.2 | 53.5 | 74 | 75.5 | 74.7 | |
| CellViT2026.01 | 70.5 | 71.8 | 69.3 | 59.3 | 57.4 | 58.3 | 43 | 31.6 | 36.3 | 54.5 | 52.5 | 53.5 | 72.4 | 73.2 | 72.8 |