Surgical Phase Recognition on AutoLaparo 3-fold cross-validation public (test)
84.36AccuracyDSTED
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSTEDBackbone=VideoMAE-V2, Temporal clip length=16, Memory bank size (K)=602025.12 | 84.36 | 57.6 | 67.05 | 67.59 | 65.51 | |
| AI-ENDO2025.12 | 80.85 | 52.42 | 64.01 | 62.48 | 60.63 | |
| VideoMAE-V22025.12 | 79.61 | 48.85 | 63.33 | 58.42 | 57.41 | |
| TMRNet2025.12 | 79.49 | 50.13 | 61.89 | 61.36 | 58.52 | |
| OHFM2025.12 | 76.61 | 45.08 | 58.4 | 56.36 | 54.52 | |
| TeCNO2025.12 | 76.25 | 44.87 | 58.06 | 56.41 | 54.48 | |
| SV-RCNet2025.12 | 75.88 | 44.54 | 59.23 | 56.66 | 54.67 | |
| ResNet2025.12 | 68.99 | 36.97 | 51.52 | 49.89 | 47.46 |