Cell Detection on CoNSeP (test)
25.7mAPCellMamba
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CellMambaCategory=Mamba2025.12 | 25.7 | 51.1 | 23.8 | |
| Mamba-YOLO-BaseCategory=Mamba2025.12 | 25.2 | 50.7 | 23.6 | |
| VSSD-Micro-RCategory=Mamba, Framework=RetinaNet2025.12 | 24.5 | 48.2 | 23.3 | |
| DINOCategory=Transformer2025.12 | 24.2 | 45.1 | 24.2 | |
| Deformable-DETRCategory=Transformer2025.12 | 23.8 | 44.2 | 23.5 | |
| MobileMamba-B1-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 23.2 | 45.3 | 22.9 | |
| VSSD-Micro-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 23.1 | 44.8 | 22.5 | |
| MobileMamba-B1-RCategory=Mamba, Framework=RetinaNet2025.12 | 22.8 | 43.9 | 22.6 | |
| Spatial-Mamba-Tiny-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 22.2 | 42.5 | 20.7 | |
| Spatial-Mamba-Tiny-RCategory=Mamba, Framework=RetinaNet2025.12 | 21.1 | 40.8 | 20.8 | |
| 2D-Mamba-MCategory=Mamba, Framework=Mask R-CNN2025.12 | 20.4 | 40.2 | 19.7 | |
| RetinaNetCategory=CNN2025.12 | 19.1 | 39.3 | 17.1 | |
| Mask R-CNNCategory=CNN2025.12 | 17.1 | 35.9 | 16.3 | |
| 2D-Mamba-RCategory=Mamba, Framework=RetinaNet2025.12 | 16.8 | 34.2 | 15.5 |