Action Segmentation on Microanastomosis videos
89.32PrecisionOur method
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Our methodAction=full video, Post-processing=true2025.12 | 89.32 | 93.62 | 88.71 | 82.22 | 88.32 | |
| Our methodAction=knot_cutting, Post-processing=false2025.12 | 87.31 | — | 92.88 | 81.43 | 89.74 | |
| Our methodAction=vessel_cutting, Post-processing=false2025.12 | 86.11 | — | 89.06 | 77.6 | 87.38 | |
| Our methodAction=No, Post-processing=false2025.12 | 85.36 | — | 87.34 | 75.52 | 86.05 | |
| Our methodAction=knot_tying, Post-processing=false2025.12 | 85.25 | — | 76.3 | 67.02 | 80.21 | |
| Our methodAction=needle_withdrawing, Post-processing=false2025.12 | 84.16 | — | 67.83 | 62.21 | 74.92 | |
| Our methodAction=full video, Post-processing=false2025.12 | 83.29 | 87.66 | 83.99 | 71.57 | 82.86 | |
| Our methodAction=needle_touch_vessel, Post-processing=false2025.12 | 83.18 | — | 89.42 | 75.78 | 86.01 | |
| SurgformerAction=full video2025.12 | 80.82 | 82.47 | 79.54 | 68.6 | 75.96 | |
| MS-TCNAction=full video2025.12 | 75.17 | 78.64 | 77.64 | 60.54 | 71.44 | |
| Our methodAction=needle_handling, Post-processing=false2025.12 | 71.65 | — | 85.06 | 61.45 | 75.72 |