Surgical workflow recognition on AutoLaparo
86.37AccuracyUniSurg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniSurg2026.02 | 86.37 | 78.73 | 69.86 | |
| GastroNet2026.02 | 83.73 | 74.25 | 65.07 | |
| Dino v3Scale=L2026.02 | 82 | 74.55 | 66.1 | |
| Endo-Mamba2026.02 | 80.96 | 71.74 | 62.11 | |
| Dino v3Scale=H2026.02 | 76.12 | 65.64 | 55.03 | |
| SurgVLP2026.02 | 74.36 | 65.57 | 54.15 | |
| VideoMAEScale=L2026.02 | 74.26 | 64.04 | 52.97 | |
| SurgeNetScale=XL2026.02 | 68.21 | 53.05 | 43.12 | |
| VideoMAEScale=G2026.02 | 63.4 | 52.97 | 41.66 | |
| EndoFM2026.02 | 56.67 | 35.77 | 47.84 | |
| EndoViT2026.02 | 51.26 | 42.95 | 31.76 | |
| Endo SSL2026.02 | 48.27 | 39.9 | 27.85 | |
| Selfsupsurg2026.02 | 43.89 | 26.76 | 18.72 | |
| GSViT2026.02 | 25.18 | 6.15 | 3.88 |