Video Anomaly Detection on MUVAD
71.4Micro-AUCFTDMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FTDMambaVAD Category=UAV VAD2026.01 | 71.4 | 68.4 | 0.372 | |
| ASTTYear=2024, VAD Category=UAV VAD2026.01 | 67.9 | 65.1 | 0.413 | |
| VAD-MambaYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 66.2 | 62.6 | 0.437 | |
| HSTforUYear=2025, VAD Category=UAV VAD2026.01 | 66.1 | 64.7 | 0.429 | |
| MA-PDMYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 65.6 | 63.4 | 0.432 | |
| ANDTYear=2022, VAD Category=UAV VAD2026.01 | 65.4 | 63.3 | 0.455 | |
| LGN-NETYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 63.5 | 64.8 | 0.463 | |
| MAAMNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 62.8 | 60.5 | 0.524 | |
| F2DNYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 61.4 | 60.2 | 0.49 | |
| STDYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 60.4 | 61.2 | 0.506 | |
| ASTNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 60.3 | 63.4 | 0.487 | |
| VAD-ClusterYear=2024, VAD Category=Ground Surveillance VAD2026.01 | 59.5 | 61.7 | 0.539 | |
| AMMCNetYear=2021, VAD Category=Ground Surveillance VAD2026.01 | 57.2 | 55.6 | 0.583 |