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Models/Pooled Image Level kNN

Pooled Image Level kNN

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

Abnormal Event Detection In VideoonPHANTOM
Avg. ROC-AUC· uses extra data· 2021-12-14
0.78
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661
Abnormal Event Detection In VideoonSomething-Something V2
Avg. ROC-AUC· uses extra data· 2021-12-14
0.58
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661
Semi-supervised Anomaly DetectiononPHANTOM
Avg. ROC-AUC· uses extra data· 2021-12-14
0.78
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661
Semi-supervised Anomaly DetectiononSomething-Something V2
Avg. ROC-AUC· uses extra data· 2021-12-14
0.58
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661

Methodology2 results

Anomaly DetectiononPHANTOM
Avg. ROC-AUC· uses extra data· 2021-12-14
0.78
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661
Anomaly DetectiononSomething-Something V2
Avg. ROC-AUC· uses extra data· 2021-12-14
0.58
SOTA
Approaches Toward Physical and General Video Anomaly Detection arXiv:2112.07661