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Models/MGFN

MGFN

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

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

Computer Vision4 results

Video UnderstandingonUCF-Crime
ROC AUC· 2022-11-28
86.98
best: 91.34 (STEAD-Base)
SOTA
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098
VideoonUCF-Crime
ROC AUC· 2022-11-28
86.98
best: 91.34 (STEAD-Base)
SOTA
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098
Video UnderstandingonXD-Violence
AP· 2022-11-28
80.11
best: 86.34 (CFA-HLGAtt)
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098
VideoonXD-Violence
AP· 2022-11-28
80.11
best: 86.34 (CFA-HLGAtt)
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098

Methodology2 results

Anomaly DetectiononUCF-Crime
ROC AUC· 2022-11-28
86.98
best: 91.34 (STEAD-Base)
SOTA
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098
Anomaly DetectiononXD-Violence
AP· 2022-11-28
80.11
best: 86.34 (CFA-HLGAtt)
MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection arXiv:2211.15098