Temporal binary anomaly detection on MSAD drift@5
85.6AUCLaGoVAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LaGoVADProtocol=22025.03 | 85.6 | 40.1 | |
| VadCLIPProtocol=2, Training-set=PreVAD2025.03 | 85.2 | 18.8 | |
| HolmesVAUProtocol=22025.03 | 84.3 | 34.3 | |
| LAVADProtocol=22025.03 | 72.2 | 31.5 | |
| Qwen2-VL-7BProtocol=22025.03 | 65.4 | 22.9 | |
| Qwen2.5-VL-7BProtocol=22025.03 | 63.1 | 22.4 |