Video Anomaly Detection on CSAD
79.18AUCAnom-π
Evaluation results
| Method | Links | |
|---|---|---|
| Anom-π#Params=2B, Expl.=✓, Reas.=✓, Lrn.=✓, Obs.=OnD.2026.07 | 79.18 | |
| PANDA#Params=72B*, Expl.=✓, Reas.=✓, Lrn.=✗, Obs.=Dyn.2026.07 | 73.12 | |
| LAVAD#Params=13B, Expl.=✓, Reas.=✗, Lrn.=✗, Obs.=Fixed2026.07 | 57.26 | |
| LLaVA-1.5#Params=13B, Expl.=✓, Reas.=✗, Lrn.=✗, Obs.=Fixed2026.07 | 47.78 | |
| ZS CLIP#Params=0.3B, Expl.=✓, Reas.=✗, Lrn.=✗, Obs.=Fixed2026.07 | 32.45 |