Surgical workflow recognition on EgoSurgery (test)
75.57AccuracyUniSurg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniSurg2026.02 | 75.57 | 50.72 | 42.95 | |
| DinoV3Model Variant=L2026.02 | 75.37 | 32.43 | 26.03 | |
| DinoV3Model Variant=H2026.02 | 70.08 | 36.34 | 29.03 | |
| VideoMAEModel Variant=L2026.02 | 64.52 | 26.84 | 19.82 | |
| VideoMAEModel Variant=G2026.02 | 62.25 | 20.4 | 16.13 | |
| SurgVLP2026.02 | 57.44 | 23.26 | 17.46 | |
| EndoFM2026.02 | 54.85 | 36.13 | 26.42 | |
| Endo Mamba2026.02 | 53.3 | 13.9 | 10.32 | |
| EndoSSL2026.02 | 49.78 | 12.04 | 8.86 | |
| GastroNet2026.02 | 48.12 | 16.08 | 12.87 | |
| Selfsupsurg2026.02 | 36.03 | 7.38 | 5.22 | |
| SurgeNetXL2026.02 | 35.82 | 7.34 | 5.18 | |
| GSViT2026.02 | 35.74 | 7.33 | 5.17 | |
| EndoViT2026.02 | 32.32 | 9.29 | 6.31 |