Anomaly Detection on Avenue (Frame AUC variants and RBDC/TBDC)
92.9Frame AUC (Micro)Georgescu et al. + SSPCAB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Georgescu et al. + SSPCABVenue=CVPR 20222021.11 | 92.9 | 91.9 | 65.99 | 64.91 | |
| Georgescu et al.Venue=TPAMI 20212021.11 | 92.3 | 90.4 | 65.05 | 66.85 | |
| BAFw/ obj.=true, Manually Cropped=true2022.09 | 92.3 | 90.4 | — | — | |
| Georgescu et al.Venue=CVPR 20212021.11 | 91.5 | 92.8 | 57 | 58.3 | |
| HF2-VADw/ obj.=true, Manually Cropped=true2022.09 | 91.1 | — | — | — | |
| Liu et al. + SSPCABVenue=CVPR 20222021.11 | 90.9 | 92.2 | 62.27 | 89.28 | |
| Two-streamw/ obj.=false, Manually Cropped=true2022.09 | 90.8 | 93 | — | — | |
| Lee et al.Venue=TIP 20192021.11 | 90 | — | — | — | |
| BMANw/ obj.=false, Manually Cropped=true2022.09 | 90 | — | — | — | |
| Liu et al.Venue=ICCV 20212021.11 | 89.9 | 93.5 | 41.05 | 86.18 | |
| Yu et al.Venue=ACMMM 20202021.11 | 89.6 | — | — | — | |
| Sun et al.Venue=ACMMM 20202021.11 | 89.6 | — | — | — | |
| VEC-AMw/ obj.=true, Manually Cropped=true2022.09 | 89.6 | — | — | — | |
| MPNw/ obj.=false, Manually Cropped=true2022.09 | 89.5 | — | — | — | |
| SmithNetw/ obj.=false, Manually Cropped=true2022.09 | 89.4 | — | — | — | |
| Ada-Netw/ obj.=false, Manually Cropped=true2022.09 | 89.2 | — | — | — | |
| Ionescu et al.Venue=WACV 20192021.11 | 88.9 | — | — | — | |
| SSAGANw/ obj.=false, Manually Cropped=true2022.09 | 88.8 | — | — | — | |
| MNADw/ obj.=false, Manually Cropped=true2022.09 | 88.5 | — | — | — | |
| ROADMAPw/ obj.=false, Manually Cropped=true2022.09 | 88.3 | — | — | — | |
| iL2SHw/ obj.=false, Manually Cropped=true2022.09 | 88.1 | 90.6 | — | — | |
| HSTGCNNw/ obj.=true, Manually Cropped=true2022.09 | 87.5 | — | — | — | |
| Ionescu et al.Venue=CVPR 20192021.11 | 87.4 | 90.4 | 15.77 | 27.01 | |
| LLSHw/ obj.=false, Manually Cropped=true2022.09 | 87.4 | 88.6 | — | — | |
| Liu et al. + SSPCABVenue=CVPR 20222021.11 | 87.3 | 84.5 | 20.13 | 62.3 | |
| Lee et al.Venue=ICASSP 20182021.11 | 87.2 | — | — | — | |
| Ramachandra et al.Venue=WACV 20202021.11 | 87.2 | — | 41.2 | 78.6 | |
| STU-Netw/ obj.=false, Manually Cropped=true2022.09 | 87.2 | 88.2 | — | — | |
| Astrid et al.Venue=BMVC 20212021.11 | 87.1 | — | — | — | |
| Wang et al.Venue=ACMMM 20202021.11 | 87 | — | — | — | |
| CACw/ obj.=false, Manually Cropped=true2022.09 | 87 | — | — | — | |
| Nguyen et al.Venue=ICCV 20192021.11 | 86.9 | — | — | — | |
| AMCw/ obj.=false, Manually Cropped=true2022.09 | 86.9 | — | — | — | |
| Multispacew/ obj.=false, Manually Cropped=true2022.09 | 86.8 | — | — | — | |
| SIGnetw/ obj.=false, Manually Cropped=true2022.09 | 86.8 | — | — | — | |
| Wu et al.Venue=TNNLS 20192021.11 | 86.6 | — | — | — | |
| DeepOCw/ obj.=false, Manually Cropped=true2022.09 | 86.6 | — | — | — | |
| AMMC-Netw/ obj.=false, Manually Cropped=true2022.09 | 86.6 | — | — | — | |
| VABDw/ obj.=false, Manually Cropped=true2022.09 | 86.6 | — | — | — | |
| Doshi et al.Venue=CVPRW 20202021.11 | 86.4 | — | — | — | |
| MESDnetw/ obj.=false, Manually Cropped=true2022.09 | 86.3 | — | — | — | |
| r-GANw/ obj.=false, Manually Cropped=true2022.09 | 85.8 | — | — | — | |
| F2PNw/ obj.=false, Manually Cropped=true2022.09 | 85.7 | — | — | — | |
| Tang et al.Venue=PRL 20202021.11 | 85.1 | — | — | — | |
| Liu et al.Venue=CVPR 20182021.11 | 85.1 | 81.7 | 19.59 | 56.01 | |
| Dong et al.Venue=Access 20202021.11 | 84.9 | — | — | — | |
| FFPw/ obj.=false, Manually Cropped=true2022.09 | 84.9 | — | — | — | |
| Park et al. + SSPCABVenue=CVPR 20222021.11 | 84.8 | 88.6 | — | — | |
| Astrid et al.Venue=ICCVW 20212021.11 | 84.7 | — | — | — | |
| Liu et al.Venue=BMVC 20182021.11 | 84.4 | — | — | — | |
| SRNN-AEw/ obj.=false, Manually Cropped=true2022.09 | 83.5 | — | — | — | |
| MemAEw/ obj.=false, Manually Cropped=true2022.09 | 83.3 | — | — | — | |
| MTPw/ obj.=false, Manually Cropped=true2022.09 | 82.9 | — | — | — | |
| Park et al.Venue=CVPR 20202021.11 | 82.8 | 86.8 | — | — | |
| Ramachandra et al.Venue=WACV 20202021.11 | 72 | — | 35.8 | 80.9 | |
| OADAw/ obj.=false, Manually Cropped=true2022.09 | — | 90.4 | — | — | |
| SSMTLw/ obj.=false, Manually Cropped=true2022.09 | — | 92.8 | — | — |