| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cholec80 | UniSurg | Average F184.17 | 35 | 4d ago | |
| MultiBypass140 | SurgeNet | Video-level F1 Score0.7278 | 26 | 4d ago | |
| Autolaparo | SPA | Average F160.36 | 20 | 4d ago | |
| Cholec80 (test) | Trans-SVNet | Precision84.7 | 16 | 4d ago | |
| BernBypass | SPA | Average F143.54 | 15 | 4d ago | |
| StrasBypass | RN50 | Average F171.1 | 15 | 4d ago | |
| AutoLaparo 3-fold cross-validation public (test) | DSTED | Accuracy84.36 | 8 | 4d ago | |
| HeiChole | MuST | F1 Score0.7725 | 8 | 4d ago | |
| AutoLaparo (test) | LoViT | Precision0.851 | 6 | 4d ago | |
| Cataract-101 | StepAL | Accuracy80.16 | 6 | 4d ago | |
| Cataract-1k | StepAL | Accuracy71.69 | 6 | 4d ago | |
| Grasp | MuST | mAP (Phases)79.14 | 4 | 4d ago | |
| Cholec51 (test) | TeCNO | Accuracy87.34 | 3 | 4d ago | |
| M2CAI16 (test) | - | - | 0 | 4d ago |
