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Models/Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding

Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding

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

Video UnderstandingonShanghaiTech Weakly Supervised
AUC-ROC· 2020-07-03
89.14
best: 98.14 (PEL)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548
Video UnderstandingonUCF-Crime
ROC AUC· 2020-07-03
80.1
best: 91.34 (STEAD-Base)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548
VideoonShanghaiTech Weakly Supervised
AUC-ROC· 2020-07-03
89.14
best: 98.14 (PEL)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548
VideoonUCF-Crime
ROC AUC· 2020-07-03
80.1
best: 91.34 (STEAD-Base)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548

Methodology2 results

Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2020-07-03
89.14
best: 98.14 (PEL)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548
Anomaly DetectiononUCF-Crime
ROC AUC· 2020-07-03
80.1
best: 91.34 (STEAD-Base)
SOTA
Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding arXiv:2007.01548