| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surgical Scene Understanding | BernBypass70 | Phase Accuracy71.5 | 16 | |
| Surgical Phase Recognition | BernBypass | Average F143.54 | 15 | |
| Phase recognition | BernBypass70 (test) | Top-1 Accuracy45.7 | 13 | |
| Surgical Step Recognition | BernBypass70 | F1 Score9.3 | 8 | |
| Surgical Phase Recognition | BernBypass70 | F1 Score24.1 | 8 |