Abnormal Event Detection on Avenue (test)
66.04RBDCMethod [54] + [27]
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Method [54] + [27]Type=Object-centric, FPS=312023.06 | 66.04 | — | — | 65.12 | |
| Madan et al. + Georgescu et al.Type=Object-centric, FPS=312022.11 | 66.04 | — | — | 65.12 | |
| Method [69] + [27]Type=Object-centric, FPS=312023.06 | 65.99 | — | — | 64.91 | |
| Ristea et al. + Georgescu et al.Type=Object-centric, FPS=312022.11 | 65.99 | — | — | 64.91 | |
| Background-Agnostic Framework2020.08 | 65.05 | 92.3 | 90.4 | 66.85 | |
| Method [27]Type=Object-centric, FPS=242023.06 | 65.05 | — | — | 66.85 | |
| Georgescu et al.Type=Object-centric, FPS=242022.11 | 65.05 | — | — | 66.85 | |
| Method [69] + [49]Type=Object-centric, FPS=102023.06 | 62.27 | — | — | 89.28 | |
| Ristea et al. + Liu et al.Type=Object-centric, FPS=102022.11 | 62.27 | — | — | 89.28 | |
| Method [26]Type=Object-centric, FPS=512023.06 | 57 | — | — | 58.3 | |
| Georgescu et al.Type=Object-centric, FPS=512022.11 | 57 | — | — | 58.3 | |
| Method [54] + [10]Type=Object-centric, FPS=202023.06 | 49.01 | — | — | 85.94 | |
| Madan et al. + Bărbălău et al.Type=Object-centric, FPS=202022.11 | 49.01 | — | — | 85.94 | |
| Liu et al. [10]Type=Object-centric, FPS=202023.06 | 47.83 | — | — | 85.26 | |
| Bărbălău et al.Type=Object-centric, FPS=202022.11 | 47.83 | — | — | 85.26 | |
| AED-MAEType=Frame or cube level, FPS=16552023.06 | 46.77 | — | — | 66.58 | |
| Method [54] + [49]Type=Object-centric, FPS=102023.06 | 46.49 | — | — | 86.43 | |
| Madan et al. + Liu et al.Type=Object-centric, FPS=102022.11 | 46.49 | — | — | 86.43 | |
| fast-aedType=Frame or cube level, FPS=14802022.11 | 41.92 | — | — | 44.49 | |
| Ramachandra et al.citation=[25]2020.08 | 41.2 | 87.2 | 87.2 | 78.6 | |
| Method [63]Type=Frame or cube level2023.06 | 41.2 | — | — | 78.6 | |
| Ramachandra et al.Type=Frame or cube level2022.11 | 41.2 | — | — | 78.6 | |
| Method [49]Type=Object-centric, FPS=122023.06 | 41.05 | — | — | 86.18 | |
| Liu et al.Type=Object-centric, FPS=122022.11 | 41.05 | — | — | 86.18 | |
| Ramachandra et al.citation=[24]2020.08 | 35.8 | 72 | 72 | 80.9 | |
| Method [62]Type=Frame or cube level2023.06 | 35.8 | — | — | 80.9 | |
| Ramachandra and JonesType=Frame or cube level2022.11 | 35.8 | — | — | 80.9 | |
| Method [54] + [47]Type=Frame or cube level, FPS=262023.06 | 23.79 | — | — | 66.03 | |
| Madan et al. + Liu et al.Type=Frame or cube level, FPS=262022.11 | 23.79 | — | — | 66.03 | |
| Method [69] + [47]Type=Frame or cube level, FPS=262023.06 | 20.13 | — | — | 62.3 | |
| Ristea et al. + Liu et al.Type=Frame or cube level, FPS=262022.11 | 20.13 | — | — | 62.3 | |
| Liu et al.citation=[11]2020.08 | 19.59 | 85.1 | 81.7 | 56.01 | |
| Method [47]Type=Frame or cube level, FPS=282023.06 | 19.59 | — | — | 56.01 | |
| Liu et al.Type=Frame or cube level, FPS=282022.11 | 19.59 | — | — | 56.01 | |
| Ionescu et al.citation=[6]2020.08 | 15.77 | 87.4 | 90.4 | 27.01 | |
| Method [36]Type=Object-centric2023.06 | 15.77 | — | — | 27.01 | |
| Ionescu et al.Type=Object-centric2022.11 | 15.77 | — | — | 27.01 | |
| Del Giorno et al.2020.08 | — | 78.3 | 78.3 | — | |
| Dong et al.2020.08 | — | 84.9 | 84.9 | — | |
| Doshi et al.2020.08 | — | 86.4 | 86.4 | — | |
| Hasan et al.2020.08 | — | 70.2 | 70.2 | — | |
| Ionescu et al.citation=[34]2020.08 | — | 80.6 | 80.6 | — | |
| Ionescu et al.citation=[7]2020.08 | — | 88.9 | 88.9 | — | |
| Lee et al.citation=[40]2020.08 | — | 87.2 | 87.2 | — | |
| Lee et al.citation=[9]2020.08 | — | 90 | 90 | — | |
| Liu et al.citation=[35]2020.08 | — | 84.4 | 84.4 | — | |
| Lu et al.2020.08 | — | 80.9 | 80.9 | — | |
| Luo et al.2020.08 | — | 81.7 | 81.7 | — | |
| Nguyen et al.2020.08 | — | 86.9 | 86.9 | — | |
| Park et al.2020.08 | — | — | 88.5 | — | |
| Smeureanu et al.2020.08 | — | 84.6 | 84.6 | — | |
| Sun et al.2020.08 | — | 89.6 | 89.6 | — | |
| Tang et al.2020.08 | — | 85.1 | 85.1 | — | |
| Wang et al.2020.08 | — | 87 | 87 | — | |
| Wu et al.2020.08 | — | 86.6 | 86.6 | — | |
| Yu et al.2020.08 | — | 89.6 | 89.6 | — |