Image-level Anomaly Detection on VisA Continual multi-category
0.91CandleGCR
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GCR2026.01 | 0.91 | 0.788 | 0.957 | 0.972 | 0.926 | 0.824 | 0.766 | 0.942 | 0.844 | 0.808 | 0.976 | 1 | 0.893 | 0 | |
| UCAD2026.01 | 0.778 | 0.877 | 0.96 | 0.958 | 0.945 | 0.823 | 0.667 | 0.905 | 0.871 | 0.813 | 0.901 | 0.988 | 0.874 | 0.039 | |
| PatchCore2026.01 | 0.647 | 0.579 | 0.669 | 0.735 | 0.431 | 0.631 | 0.624 | 0.617 | 0.534 | 0.479 | 0.645 | 0.999 | 0.633 | 0.349 | |
| UniAD2026.01 | 0.573 | 0.599 | 0.661 | 0.758 | 0.504 | 0.559 | 0.644 | 0.749 | 0.523 | 0.547 | 0.562 | 0.989 | 0.639 | 0.297 | |
| CFA2026.01 | 0.512 | 0.672 | 0.873 | 0.753 | 0.304 | 0.557 | 0.422 | 0.698 | 0.472 | 0.449 | 0.407 | 0.998 | 0.593 | 0.327 | |
| SimpleNet2026.01 | 0.504 | 0.474 | 0.794 | 0.721 | 0.684 | 0.567 | 0.447 | 0.598 | 0.629 | 0.538 | 0.493 | 0.945 | 0.616 | 0.283 |