Video Anomaly Detection on ShanghaiTech Mixture [04,08] scene-dependent
82.6Micro AUCHSC w/ MA-+
Evaluation Results
| Method | Links | |
|---|---|---|
| HSC w/ MA-+Input=Appearance (OA) + Skeleton (OS), Motion Augmentation=Normal and abnormal samples2023.03 | 82.6 | |
| HSC w/ MA-Input=Appearance (OA) + Skeleton (OS), Motion Augmentation=Normal samples only2023.03 | 81.8 | |
| HSCInput=Appearance (OA) + Skeleton (OS), Motion Augmentation=None2023.03 | 80 | |
| HF2-VADInput=Appearance (OA) + Optical Flow (OF)2023.03 | 75.2 | |
| MNADInput=Frame-level (F)2023.03 | 68.6 | |
| MPNInput=Frame-level (F)2023.03 | 61.5 | |
| Mem-AEInput=Frame-level (F)2023.03 | 60.2 |