Instance Segmentation Efficiency on PanNuke
89.5MACs (G)CFR-SAM-B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CFR-SAM-BTrainable Params (M)=63.4, Total Params (M)=153.12026.03 | 89.5 | 13 | |
| HoVer-NetTrainable Params (M)=37.6, Total Params (M)=37.62026.03 | 150 | 7 | |
| CellViT-BTrainable Params (M)=142.9, Total Params (M)=142.92026.03 | 232 | 20 | |
| STARDISTTrainable Params (M)=122.8, Total Params (M)=122.82026.03 | 263.6 | 17 | |
| CPP-NetTrainable Params (M)=122.8, Total Params (M)=122.82026.03 | 264.4 | 14 | |
| CFR-SAM-HTrainable Params (M)=74.2, Total Params (M)=650.52026.03 | 299.7 | 7 | |
| PointNu-NetTrainable Params (M)=158.1, Total Params (M)=158.12026.03 | 335.1 | 11 | |
| CellViT-HTrainable Params (M)=699.7, Total Params (M)=699.72026.03 | 471.3 | 13 |