Violence Detection on XD-Violence frame-level
85.67APHyperVD
Evaluation results
| Method | Links | |
|---|---|---|
| HyperVDManner=W.Sup, Modality=A + V, Param. (M)=0.6072023.05 | 85.67 | |
| MACIL-SD (2022)Manner=W.Sup, Modality=A + V, Param. (M)=0.6782023.05 | 83.4 | |
| HyperVDManner=W.Sup, Modality=V, Param. (M)=0.5992023.05 | 82.51 | |
| UR-DMU (2023)Manner=W.Sup, Modality=A + V2023.05 | 81.77 | |
| Pang et al. (2021)Manner=W.Sup, Modality=A + V, Param. (M)=1.8762023.05 | 81.69 | |
| UR-DMU (2023)Manner=W.Sup, Modality=V2023.05 | 81.66 | |
| Zhang et al. (2023)Manner=W.Sup, Modality=A + V2023.05 | 81.43 | |
| S3R (2022)Manner=W.Sup, Modality=V2023.05 | 80.26 | |
| Zhang et al. (2023)Manner=W.Sup, Modality=V2023.05 | 78.74 | |
| Wu et al. (2020)Manner=W.Sup, Modality=A + V, Param. (M)=1.539, re-implemented=[47]2023.05 | 78.66 | |
| Wu et al. (2020)Manner=W.Sup, Modality=A + V, Param. (M)=0.8432023.05 | 78.64 | |
| RTFM (2021)Manner=W.Sup, Modality=A + V, Param. (M)=13.510, re-implemented=[47]2023.05 | 78.54 | |
| RTFM (2021)Manner=W.Sup, Modality=A + V, Param. (M)=13.190, re-implemented=[47]2023.05 | 78.54 | |
| MSL et al. (2022)Manner=W.Sup, Modality=V2023.05 | 78.28 | |
| RTFM (2021)Manner=W.Sup, Modality=V, Param. (M)=12.0672023.05 | 77.81 | |
| Wu et al. (2021)Manner=W.Sup, Modality=V2023.05 | 75.9 | |
| Sultani et al. (2018)Manner=W.Sup, Modality=V, re-implemented=[47]2023.05 | 75.68 | |
| SVM baselineManner=Unsup2023.05 | 50.78 | |
| Hasan et al.Manner=Unsup2023.05 | 30.77 | |
| OCSVMManner=Unsup2023.05 | 27.25 |