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Models/AR-Net

AR-Net

Reported on 11 benchmarks across 5 tasks · 1 paper

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

Computer Vision8 results

Video UnderstandingonShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 98.14 (PEL)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
VideoonShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 98.14 (PEL)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
3D Anomaly DetectiononUBnormal
AUC-ROC· 2021-04-15
62.3
best: 76.51 (DDRO (SSALA))
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
3D Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 97.91 (DDRO)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
3D Anomaly DetectiononShanghaiTech Weakly Supervised
FAR-Normal· 2021-04-15
0.1
best: 1.06 (RTFM)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Video Anomaly DetectiononUBnormal
AUC-ROC· 2021-04-15
62.3
best: 76.51 (DDRO (SSALA))
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Video Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 97.91 (DDRO)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Video Anomaly DetectiononShanghaiTech Weakly Supervised
FAR-Normal· 2021-04-15
0.1
best: 1.06 (RTFM)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268

Methodology4 results

Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 98.14 (PEL)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Anomaly DetectiononUBnormal
AUC-ROC· 2021-04-15
62.3
best: 76.51 (DDRO (SSALA))
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Anomaly DetectiononShanghaiTech Weakly Supervised
AUC-ROC· 2021-04-15
91.24
best: 98.14 (PEL)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268
Anomaly DetectiononShanghaiTech Weakly Supervised
FAR-Normal· 2021-04-15
0.1
best: 1.06 (RTFM)
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning arXiv:2104.07268