Video Anomaly Detection on Drone-Anomaly
71.6Micro-AUCFTDMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FTDMambaVAD Category=UAV VAD2026.01 | 71.6 | 72.3 | 0.336 | |
| MA-PDMYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 68.3 | 67.5 | 0.36 | |
| HSTforUYear=2025, VAD Category=UAV VAD2026.01 | 68 | 69.2 | 0.372 | |
| ASTTYear=2024, VAD Category=UAV VAD2026.01 | 67.8 | 68.7 | 0.397 | |
| ANDTYear=2022, VAD Category=UAV VAD2026.01 | 67.4 | 66.9 | 0.452 | |
| VAD-MambaYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 66.7 | 68.1 | 0.393 | |
| LGN-NETYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 64.3 | 63.2 | 0.455 | |
| VAD-ClusterYear=2024, VAD Category=Ground Surveillance VAD2026.01 | 63.6 | 60.8 | 0.432 | |
| ASTNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 63.2 | 64.9 | 0.422 | |
| AMMCNetYear=2021, VAD Category=Ground Surveillance VAD2026.01 | 62.4 | 63.6 | 0.457 | |
| MAAMNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 61.5 | 60.4 | 0.473 | |
| STDYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 58.5 | 57.4 | 0.512 | |
| F2DNYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 56 | 59.7 | 0.495 |