Logical Anomaly Detection on VID-AD
82.5White BG ScoreOurs
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ours2026.03 | 82.5 | 81.1 | 84.8 | 84.2 | 82.6 | 83.1 | 0.013 | |
| CSAD2026.03 | 69.3 | 62.4 | 64.1 | 69.4 | 65.7 | 66.2 | 0.028 | |
| UniVAD2026.03 | 57.4 | 59.2 | 57 | 57.3 | 55.9 | 57.4 | 0.011 | |
| EfficientAD2026.03 | 52.6 | 60.2 | 60.8 | 47.9 | 48 | 53.9 | 0.057 | |
| AnoGAN2026.03 | 48.9 | 54.8 | 49.2 | 47.4 | 46.8 | 49.4 | 0.028 | |
| VAE2026.03 | 44.8 | 49.4 | 45.4 | 47.2 | 39.3 | 45.2 | 0.034 | |
| PatchCore2026.03 | 40.4 | 45 | 48 | 46.9 | 42 | 44.5 | 0.029 | |
| PaDiM2026.03 | 34.8 | 35.4 | 42.8 | 35.4 | 40.3 | 37.8 | 0.032 |