Cell Classification on BRCA-M2C (test)
67.8Infl. ScoreMCSpatNet + Aug. (Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MCSpatNet + Aug. (Ours)Augmentation=Topology-Guided Multi-Class Cell Context Generator2023.04 | 67.8 | 80 | 52.2 | 66.7 | |
| MCSpatNet + Aug. (Rand.)Augmentation=Random cell layout2023.04 | 65.2 | 77.2 | 50.6 | 64.4 | |
| U-Net + Aug. (Ours)Augmentation=Topology-Guided Multi-Class Cell Context Generator2023.04 | 65 | 76.8 | 51.1 | 64.4 | |
| MCSpatNetAugmentation=None2023.04 | 63.5 | 78.5 | 55.3 | 65.8 | |
| U-Net + Aug. (Rand.)Augmentation=Random cell layout2023.04 | 62.5 | 73.5 | 47.2 | 61.1 | |
| U-NetAugmentation=None2023.04 | 49.8 | 74.4 | 47.6 | 57.2 |