Video Anomaly Detection on NWPUC (NWPU Campus)
4.15Precision (tIOU=0.5)Dual
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DualConfiguration=Dual-Branch Event Detection2026.04 | 4.15 | 20.25 | 6.9 | 6.02 | 34.09 | 10.2 | 9.28 | 50.85 | 15.7 | 9.49 | 59.64 | 16.4 | 12.3 | |
| SPARTA w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 3.33 | 18.25 | 5.6 | 4.67 | 25.55 | 7.8 | 6.53 | 35.77 | 11 | 10.27 | 56.2 | 17.3 | 10.4 | |
| SPARTAConfiguration=Baselines2026.04 | 3.15 | 18.98 | 5.4 | 4 | 24.09 | 6.8 | 6.06 | 36.5 | 10.4 | 9.33 | 56.2 | 16 | 9.6 | |
| TS-GAD w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 2.73 | 13.97 | 4.5 | 4.45 | 22.79 | 7.4 | 5.88 | 30.15 | 9.8 | 7.32 | 37.5 | 12.2 | 8.5 | |
| TS-GADConfiguration=Baselines2026.04 | 2.3 | 13.24 | 3.9 | 4.1 | 23.53 | 6.9 | 5.38 | 30.88 | 9.1 | 6.79 | 38.97 | 11.5 | 7 | |
| STG-NF w/ ESConfiguration=Baselines + Proposed Post-Processing2026.04 | 2.26 | 12.41 | 3.8 | 3.86 | 21.17 | 6.5 | 5.85 | 32.12 | 9.9 | 7.85 | 43.07 | 13.2 | 8.3 | |
| STG-NFConfiguration=Baselines2026.04 | 1.89 | 11.68 | 3.2 | 3.31 | 20.44 | 5.7 | 5.21 | 32.12 | 8.9 | 7.34 | 45.26 | 12.6 | 7.6 |