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Models/HF2-VAD

HF2-VAD

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

3D Anomaly DetectiononPed2
AUC· 2021-08-16
0.993
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852
3D Anomaly DetectiononShanghaiTech Campus
AUC· 2021-08-16
76.2
best: 85.75 (PoseWatch-H)
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852
Video Anomaly DetectiononPed2
AUC· 2021-08-16
0.993
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852
Video Anomaly DetectiononShanghaiTech Campus
AUC· 2021-08-16
76.2
best: 85.75 (PoseWatch-H)
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852

Methodology2 results

Anomaly DetectiononPed2
AUC· 2021-08-16
0.993
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852
Anomaly DetectiononShanghaiTech Campus
AUC· 2021-08-16
76.2
best: 85.75 (PoseWatch-H)
SOTA
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction arXiv:2108.06852