Anomaly Localization on VisA (test)
99.1P-AUROC
EfficientAD
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 99.1 | - | - | - | - | - | - | - | - | |
2025.03 | 98.9 | 51.2 | 54.7 | 94.4 | - | - | - | - | - | |
2025.03 | 98.7 | 53.2 | 55.7 | 94.5 | - | - | - | - | - | |
2025.03 | 98.7 | - | 41 | 88.6 | - | 36.6 | - | - | - | |
2025.12 | 98.6 | - | - | - | - | - | - | - | - | |
2025.12 | 98.6 | - | - | - | - | - | - | - | - | |
2025.03 | 98.5 | 39.4 | 44 | 91 | - | - | - | - | - | |
2025.03 | 98.5 | - | 44 | 91 | - | 39.4 | - | - | - | |
2025.03 | 98.5 | - | 51.2 | 92.1 | - | 51.3 | - | - | - | |
2025.03 | 98.3 | 33.7 | 39 | 85.5 | - | - | - | - | - | |
2025.03 | 98.3 | - | 39 | 85.5 | - | 33.7 | - | - | - | |
2025.12 | 98.3 | - | - | - | - | - | - | - | - | |
2025.03 | 98.1 | 38 | 42.6 | 91.8 | - | - | - | - | - | |
2025.03 | 98.1 | - | 42.6 | 91.8 | - | 38 | - | - | - | |
2025.12 | 98.1 | - | - | - | - | - | - | - | - | |
2025.12 | 97.9 | - | - | - | - | - | - | - | - | |
2024.06 | 97.8 | 35.6 | 40.9 | - | 92.1 | - | - | - | - | |
2025.12 | 97.8 | - | - | - | - | - | - | - | - | |
2025.03 | 97.7 | 49.3 | 93.1 | 54.3 | - | - | - | - | - | |
2025.03 | 97.4 | - | 86.2 | - | - | - | - | - | - | |
2025.03 | 97.4 | - | 40.3 | 92 | - | 34.6 | - | - | - | |
2025.03 | 97.2 | - | 87.6 | 47 | - | - | - | - | - | |
2025.03 | 96.8 | 34.7 | 37.8 | 81.4 | - | - | - | - | - | |
2025.03 | 96.8 | - | 84.9 | 43.9 | - | - | - | - | - | |
2025.03 | 96.8 | - | 37.8 | 81.4 | - | 34.7 | - | - | - | |
2025.03 | 96.6 | - | 87.3 | 43.6 | - | - | - | - | - | |
2025.03 | 96.1 | 39.6 | 43.4 | 67.4 | - | - | - | - | - | |
2025.03 | 96.1 | - | 43.4 | 67.4 | - | 39.6 | - | - | - | |
2025.03 | 96 | 26.1 | 33 | 75.2 | - | - | - | - | - | |
2024.06 | 96 | 26.1 | 33 | - | 75.2 | - | - | - | - | |
2025.03 | 96 | - | 33 | 75.2 | - | 26.1 | - | - | - | |
2025.12 | 96 | - | - | - | - | - | - | - | - | |
2024.06 | 95.9 | 21 | 27 | - | 75.6 | - | - | - | - | |
2025.03 | 93.2 | - | 72.6 | 24.6 | - | - | - | - | - | |
2025.12 | 92 | - | - | - | - | - | - | - | - | |
2025.03 | 88.7 | 7.8 | 11.8 | 67.2 | - | - | - | - | - | |
2025.03 | 79.6 | - | 14.8 | 56.8 | - | - | - | - | - | |
2024.01 | - | - | - | - | 65.9 | - | - | - | - | |
2024.01 | - | - | - | - | 85.9 | - | - | - | - | |
2024.01 | - | - | - | - | 70.9 | - | - | - | - | |
2024.01 | - | - | - | - | 91.2 | - | - | - | - | |
2024.01 | - | - | - | - | 73.1 | - | - | - | - | |
| - | - | - | - | 94.1 | - | - | - | - | ||
2024.08 | - | - | - | 81.5 | - | - | - | - | - | |
2024.08 | - | - | - | 68.1 | - | - | - | - | - | |
2024.08 | - | - | - | 94 | - | - | - | - | - | |
2024.08 | - | - | - | 86.8 | - | - | - | - | - | |
2024.08 | - | - | - | 79.7 | - | - | - | - | - | |
2024.08 | - | - | - | 78 | - | - | - | - | - | |
2024.08 | - | - | - | 88 | - | - | - | - | - | |
2024.08 | - | - | - | 87.4 | - | - | - | - | - | |
2023.05 | - | - | - | - | 56.8 | - | - | - | - | |
2023.05 | - | - | - | - | 73.1 | - | - | - | - | |
2023.05 | - | - | - | - | 70.9 | - | - | - | - | |
2023.05 | - | - | - | - | 91.2 | - | - | - | - | |
2023.05 | - | - | - | - | 92.7 | - | - | - | - | |
2026.01 | - | - | - | - | - | - | 60.5 | 47.6 | 35.3 | |
2026.01 | - | - | - | - | - | - | 96 | 95 | 93.1 | |
2026.01 | - | - | - | - | - | - | 94.7 | 93.8 | 92.5 | |
2026.01 | - | - | - | - | - | - | 80.9 | 78.7 | 74.1 | |
2026.01 | - | - | - | - | - | - | 70.8 | 70.3 | 69.6 | |
2026.01 | - | - | - | - | - | - | 77.7 | 74.8 | 72.4 | |
| - | - | - | - | - | - | 85.8 | 84.7 | 83.8 |