Recognized results of the test set
| Phase | Total frame | Precision | Recall | F1 score |
|---|---|---|---|---|
| Preparation | 4,816 | 0.9650 | 0.8756 | 0.9181 |
| Calot’s triangle dissection | 37,940 | 0.9349 | 0.9493 | 0.9421 |
| Clipping and cutting | 6,751 | 0.7642 | 0.7882 | 0.7761 |
| Gallbladder dissection | 34,314 | 0.9364 | 0.9137 | 0.9249 |
| Gallbladder packaging | 3,902 | 0.7887 | 0.9052 | 0.8430 |
| Cleaning and coagulation | 7,113 | 0.8722 | 0.8950 | 0.8834 |
| Gallbladder retraction | 3,398 | 0.8944 | 0.8205 | 0.8559 |
| Overall | 98,234 | 0.9121 | 0.9121 | 0.9121 |