Logical Anomaly Detection on MVTec LOCO FC (F1 Scores)
100Breakfast Box Binary F1
LogiCls
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 100 | 97.39 | 90.96 | 86.98 | 92.16 | 88.74 | 87.8 | 98 | 95.24 | 98.41 | 92.62 | 94 | |
2026.02 | 100 | 92.16 | 81.45 | 75.44 | 89.52 | 85.03 | 79.01 | 76.89 | 95.24 | 94.07 | 88.09 | 84.05 | |
2026.02 | 93.45 | 89.74 | 85.56 | 39.86 | 72.45 | 50.87 | 40.87 | 32.58 | 42.39 | 48.64 | 64.23 | 49.89 | |
2026.02 | 90.75 | 83.46 | 81.25 | 35.48 | 63.5 | 42.78 | 43.87 | 30.65 | 43.16 | 51.45 | 61.98 | 45.91 | |
2026.02 | 86.67 | 61.82 | 81.25 | 35.48 | 43.48 | 28.44 | 39.71 | 27.67 | 35.9 | 42.86 | 54.45 | 37.39 | |
2026.02 | 55.46 | 65.05 | 57.36 | 49.74 | 44.67 | 41.24 | 35.85 | 38.26 | 53.33 | 44.05 | 47.89 | 46.68 | |
2026.02 | 52 | 68.03 | 50.35 | 35.54 | 41.44 | 8.19 | 32.39 | 19.14 | 45.16 | 40.74 | 42.99 | 31.25 | |
2026.02 | 45.16 | 30.3 | 81.25 | 33.37 | 39.66 | 11.16 | 34.59 | 35.27 | 33.96 | 40.42 | 45.39 | 29.74 | |
2026.02 | 34.67 | 20.15 | 56.6 | 10.48 | 40.35 | 10.38 | 38.02 | 23.8 | 26.09 | 21.3 | 39.03 | 17.45 | |
2026.02 | 21.92 | 3.51 | 13.79 | 0 | 40.72 | 8.53 | 34.2 | 13.89 | 27.16 | 3.18 | 28.86 | 6.65 |