Image-level Anomaly Detection on MVTec AD
99.8AUROC
ShortcutBreaker
Updated 8d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.10 | 99.8 | 99.4 | 99.9 | |
2025.10 | 99.6 | 99 | 99.8 | |
2025.07 | 99.36 | 98.49 | 99.73 | |
2024.07 | 98.8 | 98.3 | - | |
2026.04 | 98.74 | 97.55 | 98.93 | |
2025.07 | 98.73 | 97.32 | 99.29 | |
2026.04 | 98.63 | 97.24 | 98.77 | |
2025.10 | 98.6 | 97.8 | 99.6 | |
2025.07 | 98.47 | 97.25 | 99.4 | |
2026.04 | 98.33 | 97.41 | 99.17 | |
2025.10 | 98.3 | 97.6 | 99.4 | |
2025.10 | 98.3 | 97.3 | 99.4 | |
2026.04 | 98.29 | 97.34 | 99.2 | |
2025.07 | 98.27 | 96.89 | 99.2 | |
2026.04 | 97.93 | 96.89 | 98.52 | |
2026.04 | 97.89 | 96.77 | 99 | |
2024.12 | 97.8 | - | - | |
2026.04 | 97.54 | 96.73 | 98.84 | |
2025.10 | 97.2 | 96.5 | 99 | |
2024.07 | 97.1 | 97 | - | |
2025.07 | 97.09 | 95.25 | 98.64 | |
2026.04 | 96.97 | 97.03 | 98.79 | |
2026.04 | 96.62 | 96.21 | 98.61 | |
2025.10 | 96.5 | 96.2 | 98.8 | |
2026.04 | 96.41 | 95.88 | 97.87 | |
2026.04 | 96 | 95.43 | 98.14 | |
2026.04 | 95.73 | 96.37 | 98.66 | |
2026.04 | 95.4 | 96.1 | 98.19 | |
2026.04 | 94.7 | 93.9 | 96.8 | |
2026.04 | 94.14 | 94.81 | 97.37 | |
2024.12 | 94.1 | - | - | |
2026.03 | 93.9 | - | 96.8 | |
2024.12 | 93.1 | - | - | |
2026.01 | 93 | 93.3 | 96.7 | |
2025.03 | 92.3 | 93.1 | 96.7 | |
2026.03 | 92.2 | - | 96.1 | |
2026.03 | 92.2 | 93.2 | 96.7 | |
2026.04 | 92.2 | 92.7 | 96.4 | |
2026.04 | 92.2 | 93.2 | 96.7 | |
2025.03 | 92 | 92.7 | 96.4 | |
2026.01 | 92 | 93 | 96 | |
2026.03 | 92 | 92.7 | 96.4 | |
2026.03 | 91.9 | - | 96.2 | |
2024.07 | 91.8 | 92.9 | - | |
2025.03 | 91.8 | 92.9 | 95.1 | |
2026.03 | 91.8 | - | 95.1 | |
2026.03 | 91.6 | 92.7 | 96.2 | |
2026.04 | 91.6 | 92.7 | 96.2 | |
2025.03 | 91.5 | 92.8 | 96.2 | |
2026.03 | 91.5 | - | 96.1 | |
2026.04 | 91.33 | 94.49 | 96.79 | |
2026.04 | 90.97 | 91.11 | 94.69 | |
2026.03 | 90.9 | - | 96 | |
2026.04 | 90.9 | 90.33 | 94.43 | |
2026.04 | 90.87 | 90.6 | 94.52 | |
2026.04 | 90.74 | 90.37 | 94.43 | |
2026.01 | 90.7 | 92.6 | 96.2 | |
2026.03 | 90.4 | 92.7 | 95.6 | |
2026.04 | 90.4 | 92.7 | 95.6 | |
2026.03 | 90.1 | 92.4 | 94.8 | |
2026.04 | 90.1 | 92.4 | 94.8 | |
2026.04 | 90.08 | 91.84 | 94.84 | |
2025.03 | 89.8 | 91.1 | 95.3 | |
2026.01 | 89.3 | 92.4 | 96 | |
2024.07 | 89.2 | 90.6 | - | |
2024.07 | 89.2 | 90.6 | - | |
2026.01 | 88.7 | 92.6 | 94.8 | |
2025.03 | 86.1 | 90.4 | 93.5 | |
2026.03 | 86.1 | - | 93.6 | |
2026.03 | 86.1 | 90.4 | 93.6 | |
2026.01 | 85.7 | 90.2 | 93.3 | |
2024.12 | 84 | - | - | |
2024.07 | 82.3 | 88.9 | - | |
2024.12 | 75.2 | - | - | |
2024.07 | 74.4 | 87.4 | - | |
2026.03 | 74.1 | 86.3 | 88.1 | |
2026.04 | 74.1 | 88.5 | 89.1 | |
2026.04 | 74.1 | 86.3 | 88.1 | |
2024.07 | 70.8 | 86 | - | |
2024.12 | 70.3 | - | - | |
2024.07 | 63.5 | 87.4 | - | |
2024.12 | 57.3 | - | - |