Anomaly Detection and Localization on VisA 12 classes 1.0 (test)
95.2Image-level AUROC
MambaADv2
Updated 29d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 95.2 | 95.5 | 91 | 98.7 | 41.8 | 46.5 | 91.8 | 80.1 | - | - | |
2026.06 | 95 | 94.8 | 90 | 98.5 | 41 | 45 | 91.3 | 79.1 | - | - | |
2026.06 | 94.8 | 95 | 90.2 | 98.6 | 40.5 | 45.5 | 91.5 | 79.4 | - | - | |
2026.06 | 94.3 | 94.5 | 89.4 | 98.5 | 39.4 | 44 | 91 | 78.7 | - | - | |
2026.06 | 94 | 93.8 | 89 | 98.5 | 40 | 44.5 | 91.2 | 79 | - | - | |
2026.06 | 93 | 93.2 | 88 | 98.2 | 38 | 42.5 | 90 | 77.6 | - | - | |
2026.06 | 92.4 | 92.4 | 89.6 | 98.1 | 38 | 42.6 | 91.8 | 77.8 | - | - | |
2026.06 | 92 | 91.5 | 87 | 98.2 | 35 | 39.5 | 90.5 | 76.2 | - | - | |
2026.06 | 88.9 | 89 | 85.2 | 96.1 | 39.6 | 43.4 | 67.4 | 72.8 | - | - | |
2026.06 | 88.8 | 90.8 | 85.8 | 98.3 | 33.7 | 39 | 85.5 | 74.6 | - | - | |
2026.06 | 87.2 | 87 | 81.8 | 96.8 | 34.7 | 37.8 | 81.4 | 72.4 | - | - | |
2026.06 | 86.8 | 88.3 | 85.1 | 96 | 26.1 | 33 | 75.2 | 70.1 | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 44 | - | |
2026.06 | - | - | - | - | - | - | - | - | 43.9 | - | |
2026.06 | - | - | - | - | - | - | - | - | 9 | 31.1 | |
2026.06 | - | - | - | - | - | - | - | - | 8.7 | 18.4 | |
2026.06 | - | - | - | - | - | - | - | - | 1.4 | 1.6 | |
2026.06 | - | - | - | - | - | - | - | - | 6.9 | 20.1 | |
2026.06 | - | - | - | - | - | - | - | - | 3.4 | 0.3 | |
2026.06 | - | - | - | - | - | - | - | - | 41.5 | 5 | |
2026.06 | - | - | - | - | - | - | - | - | 8.3 | 21.7 | |
2026.06 | - | - | - | - | - | - | - | - | 30 | 1.5 | |
2026.06 | - | - | - | - | - | - | - | - | 43.8 | 1.4 | |
2026.06 | - | - | - | - | - | - | - | - | 37 | 0 |