Surgical Phase Recognition on Cholec80
92.7Top-1 Accuracy
LemonFM
Updated 18d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2025.03 | 92.7 | - | 85.1 | - | - | - | - | - | - | - | |
2025.03 | 92.4 | - | 81.2 | - | - | - | - | - | - | - | |
2025.03 | 92.1 | - | 78.7 | - | - | - | - | - | - | - | |
2026.02 | 91.05 | 84.17 | 77.95 | - | - | - | - | - | - | - | |
2025.03 | 90.3 | - | 79.3 | - | - | - | - | - | - | - | |
2026.02 | 88.9 | 81.22 | 72.02 | - | - | - | - | - | - | - | |
2025.03 | 88.6 | - | 75.1 | - | - | - | - | - | - | - | |
2025.03 | 87.6 | - | 77.2 | - | - | - | - | - | - | - | |
2026.02 | 87.2 | 81.19 | 69.6 | - | - | - | - | - | - | - | |
2025.03 | 86.9 | - | 76.7 | - | - | - | - | - | - | - | |
2025.03 | 86.7 | - | 75.3 | - | - | - | - | - | - | - | |
2026.02 | 86.25 | 78.64 | 68.84 | - | - | - | - | - | - | - | |
2026.02 | 85.13 | 77.64 | 67 | - | - | - | - | - | - | - | |
2025.03 | 84.6 | - | 71.2 | - | - | - | - | - | - | - | |
2026.02 | 84.46 | 74.12 | 63.09 | - | - | - | - | - | - | - | |
2025.03 | 84.4 | - | 72 | - | - | - | - | - | - | - | |
2026.02 | 82.37 | 69.17 | 57.95 | - | - | - | - | - | - | - | |
2026.03 | 80.9 | - | - | - | - | 71.81 | 67.26 | 55.87 | - | - | |
2026.02 | 79.48 | 67.51 | 54.86 | - | - | - | - | - | - | - | |
2025.03 | 75.3 | - | 57.8 | - | - | - | - | - | - | - | |
2026.02 | 68.81 | 54.69 | 42.58 | - | - | - | - | - | - | - | |
2026.02 | 58.7 | 38.73 | 28.07 | - | - | - | - | - | - | - | |
2026.02 | 57.25 | 36.13 | 26.42 | - | - | - | - | - | - | - | |
2026.02 | 56.41 | 36.78 | 26.92 | - | - | - | - | - | - | - | |
2026.03 | 52.35 | - | - | - | - | 43.08 | 44.8 | 29.59 | - | - | |
2026.03 | 50.3 | - | - | - | - | 56.75 | 38.4 | 23.47 | - | - | |
2026.03 | 49.7 | - | - | - | - | 38.33 | 38.84 | 24.95 | - | - | |
2026.02 | 48.87 | 19.98 | 14.17 | - | - | - | - | - | - | - | |
2024.05 | 41.7 | 26.3 | - | - | - | - | - | - | - | - | |
2026.02 | 39.1 | 8.06 | 5.71 | - | - | - | - | - | - | - | |
2026.03 | 38.89 | - | - | - | - | 40.03 | 36.76 | 21.47 | - | - | |
2026.03 | 37.23 | - | - | - | - | 29.63 | 23.05 | 13.3 | - | - | |
2026.03 | 36.43 | - | - | - | - | 32.99 | 31.02 | 19.55 | - | - | |
| 35.77 | - | - | - | - | 11.34 | 14.38 | 5.33 | - | - | ||
2026.03 | 34.79 | - | - | - | - | 31.41 | 17.83 | 8.91 | - | - | |
2024.05 | 34.7 | 24.4 | - | - | - | - | - | - | - | - | |
2024.05 | 33.8 | 19.6 | - | - | - | - | - | - | - | - | |
2026.03 | 31.14 | - | - | - | - | - | - | - | - | - | |
2024.05 | 30.8 | 13.1 | - | - | - | - | - | - | - | - | |
2026.03 | 30.45 | - | - | - | - | 26.17 | 16.69 | 7.73 | - | - | |
2024.05 | 29.4 | 10.4 | - | - | - | - | - | - | - | - | |
2026.03 | 29.3 | - | - | - | - | 27.75 | 19.94 | 10.5 | - | - | |
2026.03 | 29.3 | - | - | - | - | - | - | - | - | - | |
2026.03 | 29.3 | - | - | - | - | - | - | - | - | - | |
2026.03 | 27.32 | - | - | - | - | 30.48 | 24.03 | 13.3 | - | - | |
2026.03 | 26.01 | - | - | - | - | - | - | - | - | - | |
2026.03 | 25.64 | - | - | - | - | - | - | - | - | - | |
2026.03 | 24.18 | - | - | - | - | - | - | - | - | - | |
2026.03 | 23.88 | - | - | - | - | 15.19 | 15.21 | 6.67 | - | - | |
2026.03 | 23.46 | - | - | - | - | 11.53 | 14.22 | 6.31 | - | - | |
2026.03 | 23.08 | - | - | - | - | - | - | - | - | - | |
| 22.61 | - | - | - | - | 26.55 | 19.87 | 9.92 | - | - | ||
2026.03 | 22.45 | - | - | - | - | 12.16 | 14.83 | 5.55 | - | - | |
2026.03 | 22.34 | - | - | - | - | - | - | - | - | - | |
2026.03 | 20.88 | - | - | - | - | - | - | - | - | - | |
2026.03 | 19.05 | - | - | - | - | - | - | - | - | - | |
2026.03 | 17.75 | - | - | - | - | 29.24 | 19.68 | 9.22 | - | - | |
2026.03 | 16.12 | - | - | - | - | - | - | - | - | - | |
2026.03 | 15.2 | - | - | - | - | 13.79 | 12.84 | 5.82 | - | - | |
2026.03 | 15.02 | - | - | - | - | - | - | - | - | - | |
2026.03 | 14.65 | - | - | - | - | - | - | - | - | - | |
2026.03 | 14.65 | - | - | - | - | - | - | - | - | - | |
2026.03 | 14.08 | - | - | - | - | 19.67 | 17.49 | 4.45 | - | - | |
2024.05 | 7.8 | 7.3 | - | - | - | - | - | - | - | - | |
2026.03 | 6.37 | - | - | - | - | 13.32 | 14.67 | 1.38 | - | - | |
2025.06 | - | 13.1 | - | - | - | - | - | - | - | - | |
2025.06 | - | 34.2 | - | - | - | - | - | - | - | - | |
2025.06 | - | 80.3 | - | - | - | - | - | - | - | - | |
2025.06 | - | 29.29 | - | - | - | - | - | - | - | - | |
2025.06 | - | 26.19 | - | - | - | - | - | - | - | - | |
2025.06 | - | 32.21 | - | - | - | - | - | - | - | - | |
2025.06 | - | 44.53 | - | - | - | - | - | - | - | - | |
2025.06 | - | 40.75 | - | - | - | - | - | - | - | - | |
2025.06 | - | 39.06 | - | - | - | - | - | - | - | - | |
2025.06 | - | 38.24 | - | - | - | - | - | - | - | - | |
2025.06 | - | 55.05 | - | - | - | - | - | - | - | - | |
2025.06 | - | 42.05 | - | - | - | - | - | - | - | - | |
2025.06 | - | 38.37 | - | - | - | - | - | - | - | - | |
2025.06 | - | 38.36 | - | - | - | - | - | - | - | - | |
2025.06 | - | 55.69 | - | - | - | - | - | - | - | - | |
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 | - | - | |
2025.03 | - | - | - | - | - | - | - | - | 54.9 | 43.4 | |
2025.03 | - | - | - | - | - | - | - | - | 55.8 | 48.5 | |
2025.03 | - | - | - | - | - | - | - | - | 62.7 | 53.9 | |
2025.03 | - | - | - | - | - | - | - | - | 46.9 | 39 | |
2025.03 | - | - | - | - | - | - | - | - | 20.2 | 13.5 | |
2025.03 | - | - | - | - | - | - | - | - | 73.2 | 65.1 | |
2025.03 | - | - | - | - | - | - | - | - | 75.8 | 68.6 |
Showing 100 of 126 rows