Surgical Phase Recognition on Cholec80
84.17Average F1
UniSurg
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.02 | 84.17 | 91.05 | 77.95 | - | - | - | - | - | |
2026.02 | 81.22 | 88.9 | 72.02 | - | - | - | - | - | |
2026.02 | 81.19 | 87.2 | 69.6 | - | - | - | - | - | |
2025.06 | 80.3 | - | - | - | - | - | - | - | |
2026.02 | 78.64 | 86.25 | 68.84 | - | - | - | - | - | |
2026.02 | 77.64 | 85.13 | 67 | - | - | - | - | - | |
2026.02 | 74.12 | 84.46 | 63.09 | - | - | - | - | - | |
2026.02 | 69.17 | 82.37 | 57.95 | - | - | - | - | - | |
2026.02 | 67.51 | 79.48 | 54.86 | - | - | - | - | - | |
2025.06 | 55.69 | - | - | - | - | - | - | - | |
2025.06 | 55.05 | - | - | - | - | - | - | - | |
2026.02 | 54.69 | 68.81 | 42.58 | - | - | - | - | - | |
2025.06 | 44.53 | - | - | - | - | - | - | - | |
2025.06 | 42.05 | - | - | - | - | - | - | - | |
2025.06 | 40.75 | - | - | - | - | - | - | - | |
2025.06 | 39.06 | - | - | - | - | - | - | - | |
2026.02 | 38.73 | 58.7 | 28.07 | - | - | - | - | - | |
2025.06 | 38.37 | - | - | - | - | - | - | - | |
2025.06 | 38.36 | - | - | - | - | - | - | - | |
2025.06 | 38.24 | - | - | - | - | - | - | - | |
2026.02 | 36.78 | 56.41 | 26.92 | - | - | - | - | - | |
2026.02 | 36.13 | 57.25 | 26.42 | - | - | - | - | - | |
2025.06 | 34.2 | - | - | - | - | - | - | - | |
2025.06 | 32.21 | - | - | - | - | - | - | - | |
2025.06 | 29.29 | - | - | - | - | - | - | - | |
2024.05 | 26.3 | 41.7 | - | - | - | - | - | - | |
2025.06 | 26.19 | - | - | - | - | - | - | - | |
2024.05 | 24.4 | 34.7 | - | - | - | - | - | - | |
2026.02 | 19.98 | 48.87 | 14.17 | - | - | - | - | - | |
2024.05 | 19.6 | 33.8 | - | - | - | - | - | - | |
2025.06 | 13.1 | - | - | - | - | - | - | - | |
2024.05 | 13.1 | 30.8 | - | - | - | - | - | - | |
2024.05 | 10.4 | 29.4 | - | - | - | - | - | - | |
2026.02 | 8.06 | 39.1 | 5.71 | - | - | - | - | - | |
2024.05 | 7.3 | 7.8 | - | - | - | - | - | - | |
2026.02 | - | - | - | 70.15 | 82.93 | 75.43 | 74.68 | 60.93 | |
2026.02 | - | - | - | 67.9 | 80.77 | 73.29 | 73.42 | 58.33 | |
2026.02 | - | - | - | 57.14 | 75.73 | 68.33 | 61.99 | 47.9 | |
2026.02 | - | - | - | 72.61 | 83.06 | 74.83 | 79.35 | 62.97 | |
2026.02 | - | - | - | 74.48 | 84.21 | 77.88 | 79.57 | 65.08 | |
2026.02 | - | - | - | 77.96 | 87.35 | 78.14 | 84.99 | 69.21 | |
2026.02 | - | - | - | 68.32 | 78.55 | 73.96 | 72.78 | 58.78 | |
2026.02 | - | - | - | 62.91 | 76.47 | 72.1 | 65.79 | 53 | |
2026.02 | - | - | - | 43.96 | 63.74 | 54.66 | 49.36 | 34.7 | |
2026.02 | - | - | - | 63.08 | 78.6 | 73.77 | 66.71 | 53.36 | |
2026.02 | - | - | - | 72.96 | 82.87 | 75.26 | 79.23 | 63.64 | |
2026.02 | - | - | - | 72.7 | 83.04 | 76.45 | 78.07 | 63.19 | |
2026.02 | - | - | - | 77.1 | 86.72 | 78.7 | 83.39 | 68.53 |