Table 1 Comparison of Surgical Timeline Segmentation Models.
Sr# | Model Descripton | ConvNeXt | ViT | SWIN V2 | |||
|---|---|---|---|---|---|---|---|
Accuracy | F1 Score | Accuracy | F1 Score | Accuracy | F1 Score | ||
1 | Baseline Vision Classifier | 80.36% | 72.99% | 75.23% | 60.87% | 78.74% | 66.70% |
2 | STALNet (Ours) | 91.69% | 82.78% | 83.02% | 68.29% | 91.42% | 86.02% |
