Cell Detection on CytoDArk0 (test)
53.3mAPCellMamba
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CellMambaCategory=Mamba2025.12 | 53.3 | 83.5 | 59.8 | |
| DINOCategory=Transformer2025.12 | 53 | 81.5 | 61.2 | |
| Mamba-YOLO-BaseCategory=Mamba2025.12 | 52.3 | 81.2 | 56.6 | |
| VSSD-Micro-RCategory=Mamba, Framework=RetinaNet2025.12 | 50.5 | 80.8 | 55.5 | |
| RetinaNetCategory=CNN2025.12 | 49.1 | 77.9 | 56.1 | |
| Mask R-CNNCategory=CNN2025.12 | 48.8 | 78.5 | 55 | |
| Spatial-Mamba-Tiny-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 48.3 | 78.4 | 53.9 | |
| Deformable-DETRCategory=Transformer2025.12 | 47.9 | 79.3 | 51.7 | |
| Spatial-Mamba-Tiny-RCategory=Mamba, Framework=RetinaNet2025.12 | 47.7 | 77.8 | 51.2 | |
| VSSD-Micro-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 47.6 | 78.3 | 50.9 | |
| MobileMamba-B1-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 44.1 | 74.9 | 48.2 | |
| 2D-Mamba-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 42.8 | 74.8 | 45.6 | |
| MobileMamba-B1-RCategory=Mamba, Framework=RetinaNet2025.12 | 41.7 | 72.3 | 43.9 | |
| 2D-Mamba-RCategory=Mamba, Framework=RetinaNet2025.12 | 40.1 | 68.3 | 41.5 |