Anomaly Detection on VisA (Unified and Separate Settings)
99.7AUROC (Unified)
PatchCore
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.02 | 99.7 | 99.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.4 | 98.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.4 | 98.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.3 | 97.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.3 | 98.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.2 | 99.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.2 | 99.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.2 | 99.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 99.1 | 99 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 98.5 | 98.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97.6 | 98.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97.3 | 98.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97.3 | 97.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97.1 | 98.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97 | 90.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 97 | 91.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 96.8 | 95.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 96.7 | 97.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 96.6 | 96 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 96.3 | 96.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.8 | 90.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.4 | 96 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.4 | 96 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.3 | 97.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.2 | 96.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 95.2 | 95.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 94.8 | 90.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 94.7 | 99.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 94.7 | 97.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 93.8 | 92.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 93.7 | 94.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 92.9 | 92.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 92.6 | 96.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 92.6 | 96.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 92.5 | 84.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 91.1 | 89 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 90.6 | 87.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 90.5 | 91.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 90.4 | 90.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 88.8 | 84.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 88.7 | 90.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 88.1 | 96.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 87.8 | 94.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 86.8 | 85.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 86.6 | 90.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 82.8 | 77.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 81 | 99.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 78.6 | 76.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 77.7 | 96.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 75.2 | 89.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 75 | 76.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 70.7 | 80.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 98.7 | 93.1 | 34.2 | 93.7 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 97 | 91.5 | 33.9 | 93.7 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 96.5 | 51.6 | 25.2 | 77.8 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 96 | 86.8 | 24.3 | 90.2 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 73.8 | 66.1 | 5.34 | 71.1 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 96.7 | 85.5 | 27.8 | 87.5 | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 83.8 | 97.7 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | 98.9 | 94.3 | 44.2 | 95.6 | - | - | - | - | - | - | - | - | - | |
2025.12 | - | - | - | - | - | - | 92.4 | 92.4 | 89.6 | 98.1 | 38 | 42.6 | 91.8 | 77.8 | - | |
2025.12 | - | - | - | - | - | - | 88.8 | 90.8 | 85.8 | 98.3 | 33.7 | 39 | 85.5 | 74.6 | - | |
2025.12 | - | - | - | - | - | - | 87.2 | 87 | 81.8 | 96.8 | 34.7 | 37.8 | 81.4 | 72.4 | - | |
2025.12 | - | - | - | - | - | - | 86.8 | 88.3 | 85.1 | 96 | 26.1 | 33 | 75.2 | 70.1 | - | |
2025.12 | - | - | - | - | - | - | 94.3 | 94.5 | 89.4 | 98.5 | 39.4 | 44 | 91 | 78.7 | - | |
2025.12 | - | - | - | - | - | - | 98.7 | 98.9 | 96.2 | 98.7 | 53.2 | 55.7 | 94.5 | 85.1 | - | |
2025.12 | - | - | - | - | - | - | 99.2 | 99.3 | 97 | 98.8 | 55.6 | 57 | 96.3 | 86.2 | - | |
2026.02 | - | - | 98.1 | 92.4 | 38 | 92.4 | - | - | - | - | - | 42.6 | 91.8 | - | 89.6 | |
2026.02 | - | - | 96.1 | 88.9 | 39.6 | 89 | - | - | - | - | - | 43.4 | 67.4 | - | 85.2 | |
2026.02 | - | - | 98.3 | 88.8 | 33.7 | 90.8 | - | - | - | - | - | 39 | 85.5 | - | 85.8 | |
2026.02 | - | - | 98.5 | 95.5 | 47.9 | 96.4 | - | - | - | - | - | 50.6 | 91.9 | - | 92 | |
2026.02 | - | - | 96 | 86.8 | 26.1 | 88.3 | - | - | - | - | - | 33 | 75.2 | - | 85.1 | |
2026.02 | - | - | 98.2 | 90.5 | 36.6 | 91.7 | - | - | - | - | - | 41.1 | 85.1 | - | 86.3 | |
2026.02 | - | - | 98.5 | 94.3 | 39.4 | 94.5 | - | - | - | - | - | 44 | 91 | - | 89.4 | |
2026.02 | - | - | 98.7 | 98.7 | 53.2 | 98.9 | - | - | - | - | - | 55.7 | 94.5 | - | 96.2 | |
2026.02 | - | - | 98.6 | 97.6 | 50.1 | 98.1 | - | - | - | - | - | 53.4 | 95.6 | - | 94.3 | |
2026.02 | - | - | 98.6 | 98.4 | 50.1 | 98.5 | - | - | - | - | - | 53.4 | 95.6 | - | 95.7 |