Video Anomaly Detection on UIT-ADrone
70.7Micro-AUCFTDMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FTDMambaVAD Category=UAV VAD2026.01 | 70.7 | 69.5 | 0.368 | |
| VAD-MambaYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 68.6 | 66.5 | 0.403 | |
| HSTforUYear=2025, VAD Category=UAV VAD2026.01 | 66.2 | 68.2 | 0.386 | |
| MA-PDMYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 65.7 | 67.2 | 0.384 | |
| ASTTYear=2024, VAD Category=UAV VAD2026.01 | 65.5 | 66 | 0.392 | |
| LGN-NETYear=2025, VAD Category=Ground Surveillance VAD2026.01 | 62.7 | 64.4 | 0.428 | |
| ASTNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 61.4 | 63.7 | 0.415 | |
| AMMCNetYear=2021, VAD Category=Ground Surveillance VAD2026.01 | 60.7 | 59.2 | 0.441 | |
| ANDTYear=2022, VAD Category=UAV VAD2026.01 | 60.5 | 63.2 | 0.424 | |
| MAAMNetYear=2023, VAD Category=Ground Surveillance VAD2026.01 | 60.1 | 61.8 | 0.462 | |
| F2DNYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 59.6 | 60.3 | 0.448 | |
| STDYear=2022, VAD Category=Ground Surveillance VAD2026.01 | 59.1 | 58.6 | 0.459 | |
| VAD-ClusterYear=2024, VAD Category=Ground Surveillance VAD2026.01 | 58.4 | 57.6 | 0.494 |