Multi-type Anomaly Detection on MPDD zero-shot
90.4Precision (zero-shot)GenAU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GenAUmodel_scale=7b, mode=zero-shot2026.07 | 90.4 | 64.2 | 69.8 | |
| Anomaly-OVmodel_scale=7b, mode=zero-shot, prompt=two-turn detect-then-classify2026.07 | 87.1 | 65.8 | 65.1 | |
| GenAUmodel_scale=0.5b, mode=zero-shot2026.07 | 65.2 | 40.4 | 38.8 | |
| Anomaly-OVmodel_scale=0.5b, mode=zero-shot, prompt=two-turn detect-then-classify2026.07 | 60.1 | 30.5 | 29.9 | |
| MultiADSmode=zero-shot2026.07 | 34 | 51.3 | 32.7 |