Video Anomaly Detection on HuVAD
22.77Precision (tIOU=0.5)Dual
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DualConfiguration=Dual-Branch Event Detection2026.04 | 22.77 | 33.97 | 27.3 | 30.29 | 46.48 | 36.7 | 39 | 58.27 | 46.7 | 48.25 | 69.3 | 56.9 | 41.9 | |
| STG-NF w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 18.46 | 28.44 | 22.3 | 27.52 | 42.4 | 33.3 | 36.66 | 56.48 | 44.4 | 45.83 | 70.61 | 55.5 | 38.9 | |
| STG-NFConfiguration=Baselines2026.04 | 17.87 | 28.62 | 22 | 26.54 | 42.52 | 32.6 | 35.66 | 57.13 | 43.9 | 44.26 | 70.9 | 54.5 | 38.2 | |
| SPARTA w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 17.14 | 29.45 | 21.6 | 23.85 | 40.98 | 30.1 | 32.31 | 55.53 | 40.8 | 40.5 | 69.6 | 51.2 | 35.9 | |
| TS-GAD w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 16.8 | 30.28 | 21.6 | 24.02 | 43.29 | 30.9 | 33.02 | 59.49 | 42.4 | 39.88 | 71.85 | 51.2 | 36.5 | |
| SPARTAConfiguration=Baselines2026.04 | 16.07 | 29.63 | 20.8 | 22.91 | 42.22 | 29.7 | 30.83 | 56.83 | 39.9 | 38.34 | 70.67 | 49.7 | 35 | |
| TS-GADConfiguration=Baselines2026.04 | 15.35 | 30.1 | 20.3 | 21.95 | 43.05 | 29 | 30.85 | 60.5 | 40.8 | 37.24 | 73.03 | 49.3 | 34.9 |