Table 4 Comparison of individual metrics in ablation experiments.
From: Enhanced digital pathology image recognition via multi-attention mechanisms: the MACC-Net approach
Model | Accuracy | IOU | DSC |
|---|---|---|---|
Baseline | 0.942 | 0.522 | 0.586 |
Baseline + HAFEM | 0.957 | 0.633 | 0.687 |
Baseline + CCIFM | 0.953 | 0.623 | 0.678 |
Baseline + AMDBM | 0.955 | 0.611 | 0.677 |
Baseline + HAFEM + CCIFM | 0.964 | 0.688 | 0.744 |
Baseline + HAFEM + AMDBM | 0.961 | 0.656 | 0.722 |
Baseline + CCIFM + AMDBM | 0.966 | 0.664 | 0.731 |
MACC-Net | 0.981 | 0.728 | 0.847 |
