表 3. SlicerViT ablation experiment.
SlicerViT消融实验
| 模型名称 | Acc | Pre | Sens | Spec | F1 | 参数量 |
| 基础模型 | 58.25% | 67.62% | 66.36% | 43.96% | 66.98% | 0.12M |
| 基础模型+Ghost | 64.81% | 78.12% | 62.31% | 69.23% | 69.32% | 0.09M |
| 基础模型+Ghost+CA(SCblock) | 66.80% | 74.06% | 73.83% | 54.40% | 73.95% | 0.11M |
| SCblock+ STblock | 70.38% | 71.39% | 89.41% | 36.81% | 79.39% | 2.12M |
| SCblock + STblock +深浅信息融合 | 73.76% | 80.78% | 77.26% | 67.58% | 78.98% | 2.16M |
| SCblock + STblock +深浅信息融合+临床数据 | 90.66% | 94.77% | 90.36% | 91.21% | 92.50% | 2.16M |