Anomaly Detection on MVTec LOCO
94.9AUROC (Mean)
PSAD
Updated 10d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2024.10 | 94.9 | - | - | - | - | - | - | |
2024.10 | 90.7 | - | - | - | - | - | - | |
2025.08 | 87.7 | - | - | - | - | - | - | |
2025.08 | 87.5 | - | - | - | - | - | - | |
2025.08 | 87.5 | - | - | - | - | - | - | |
2025.08 | 86.8 | - | - | - | - | - | - | |
2024.10 | 86.7 | - | - | - | - | - | - | |
2025.08 | 86 | - | - | - | - | - | - | |
2024.07 | 84.9 | - | - | - | - | - | - | |
2025.08 | 84.9 | - | - | - | - | - | - | |
2024.07 | 84.7 | - | - | - | - | - | - | |
2024.10 | 83.4 | - | - | - | - | - | - | |
2025.08 | 83.3 | - | - | - | - | - | - | |
2024.07 | 82.1 | - | - | - | - | - | - | |
2024.07 | 81.9 | - | - | - | - | - | - | |
2024.10 | 81.7 | - | - | - | - | - | - | |
2025.08 | 81.6 | - | - | - | - | - | - | |
2024.10 | 81.2 | - | - | - | - | - | - | |
2025.08 | 81 | - | - | - | - | - | - | |
2025.08 | 80.8 | - | - | - | - | - | - | |
2024.07 | 80.3 | - | - | - | - | - | - | |
2024.07 | 79.7 | - | - | - | - | - | - | |
2025.08 | 79.7 | - | - | - | - | - | - | |
2025.08 | 79.7 | - | - | - | - | - | - | |
2024.07 | 77.6 | - | - | - | - | - | - | |
2025.08 | 75.3 | - | - | - | - | - | - | |
2025.08 | 69.7 | - | - | - | - | - | - | |
2025.08 | 68.9 | - | - | - | - | - | - | |
2025.08 | 68.8 | - | - | - | - | - | - | |
2024.07 | 67.5 | - | - | - | - | - | - | |
2023.06 | - | 88 | 69.4 | 78.7 | - | - | - | |
2023.06 | - | 74.4 | 72.8 | 73.6 | - | - | - | |
2023.06 | - | 70.5 | 63.7 | 67.1 | - | - | - | |
2023.06 | - | 82 | 69 | 75.5 | - | - | - | |
2023.06 | - | 80.6 | 86 | 83.3 | - | - | - | |
2023.06 | - | 90.7 | 73.4 | 82.1 | - | - | - | |
2024.10 | - | - | - | - | 81.49 | - | - | |
2024.10 | - | - | - | - | 73.62 | - | - | |
2024.10 | - | - | - | - | 62.35 | - | - | |
2024.10 | - | - | - | - | 80.62 | - | - | |
2024.10 | - | - | - | - | 71 | - | - | |
2024.10 | - | - | - | - | 68.38 | - | - | |
2024.10 | - | - | - | - | 61.56 | - | - | |
2024.10 | - | - | - | - | 72.87 | - | - | |
2024.10 | - | - | - | - | 84.1 | - | - | |
2025.03 | - | 90.2 | 75 | 82.6 | - | - | - | |
2025.03 | - | 83.7 | 71.5 | 77.6 | - | - | - | |
2025.03 | - | 94.7 | 86.8 | 90.7 | - | - | - | |
2025.03 | - | 91.6 | 98.1 | 94.9 | - | - | - | |
2025.03 | - | 93.1 | 89.3 | 91.2 | - | - | - | |
2025.12 | - | - | - | - | - | 65.4 | 64.3 | |
2025.12 | - | - | - | - | - | 88.6 | 67.8 | |
2025.12 | - | - | - | - | - | 89.7 | 69 | |
2025.12 | - | - | - | - | - | 66.5 | 71.4 | |
2025.12 | - | - | - | - | - | 67.1 | 71.8 | |
2025.12 | - | - | - | - | - | 67 | 71.5 | |
2024.06 | - | - | - | - | 57.4 | - | - | |
2024.06 | - | - | - | - | 64.3 | - | - | |
2024.06 | - | - | - | - | 74 | - | - | |
2024.06 | - | - | - | - | 78 | - | - | |
2024.06 | - | - | - | - | 83.5 | - | - | |
2024.06 | - | - | - | - | 86 | - | - | |
2024.06 | - | - | - | - | 84 | - | - | |
2024.06 | - | - | - | - | 83.1 | - | - | |
2024.06 | - | - | - | - | 90.7 | - | - | |
2026.03 | - | 62.7 | 65.9 | 64.3 | - | - | - | |
2026.03 | - | 70.2 | 60 | 65.1 | - | - | - | |
2026.03 | - | 66.8 | 70.9 | 68.9 | - | - | - | |
2026.03 | - | 82 | 69 | 75.5 | - | - | - | |
2026.03 | - | 74.4 | 72.8 | 73.6 | - | - | - | |
2026.03 | - | 70.5 | 63.7 | 67.1 | - | - | - | |
2026.03 | - | 76.3 | 59.7 | 68 | - | - | - | |
2026.03 | - | 71.2 | 72.7 | 72 | - | - | - | |
2026.03 | - | 80.6 | 86 | 83.3 | - | - | - | |
2026.03 | - | 85.4 | 77.7 | 81.6 | - | - | - |