Video Anomaly Detection on SHTech
85.89Frame-level AUROCSTG-NF+RPC
Evaluation results
| Method | Links | |
|---|---|---|
| STG-NF+RPCYear=2026, Type=Ours, score calibration2026.06 | 85.89 | |
| PoseWatchYear=2024, Type=Skeleton transformer2026.06 | 85.75 | |
| SeeKerYear=2025, Type=Skeleton keypoint density2026.06 | 85.5 | |
| AnomalyRulerYear=2024, Type=LLM reasoning2026.06 | 85.2 | |
| DA-Flow+RPCYear=2026, Type=Ours, score calibration2026.06 | 85.15 | |
| MGSTYear=2024, Type=Video SSL2026.06 | 85.1 | |
| VideoPatchCoreYear=2024, Type=Memory and patch2026.06 | 85.1 | |
| SC-MAFCYear=2026, Type=RGB, flow, and pose2026.06 | 84.6 | |
| DiffVADYear=2024, Type=Diffusion2026.06 | 81.9 | |
| STPYear=2025, Type=Video SSL2026.06 | 81.1 | |
| TSGADYear=2024, Type=Skeleton and trajectory2026.06 | 80.6 | |
| AnyAnomalyYear=2026, Type=LVLM, zero-shot2026.06 | 79.7 | |
| MA-PDMYear=2025, Type=Patch diffusion2026.06 | 79.2 | |
| AED-MAEYear=2024, Type=Video SSL2026.06 | 79.1 | |
| STG-SLYear=2025, Type=Video graph SSL2026.06 | 76.8 |