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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 DetectiononHR-ShanghaiTech
AUC· 2017-12-28
72.7
best: 87.23 (PoseWatch-H)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867
3D Anomaly DetectiononHR-Avenue
AUC· 2017-12-28
86.2
best: 89.4 (TrajREC)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867
Video Anomaly DetectiononHR-ShanghaiTech
AUC· 2017-12-28
72.7
best: 87.23 (PoseWatch-H)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867
Video Anomaly DetectiononHR-Avenue
AUC· 2017-12-28
86.2
best: 89.4 (TrajREC)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867

Methodology2 results

Anomaly DetectiononHR-ShanghaiTech
AUC· 2017-12-28
72.7
best: 87.23 (PoseWatch-H)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867
Anomaly DetectiononHR-Avenue
AUC· 2017-12-28
86.2
best: 89.4 (TrajREC)
SOTA
Future Frame Prediction for Anomaly Detection -- A New Baseline arXiv:1712.09867