Violence Detection on XD-Violence

87.61AP

DSRL

Updated 4d ago

Evaluation Results

Method	Links
DSRL 2024.09		87.61
HyperVD 2024.09		85.67
MSBT 2024.05		84.32
Ours (full) 2022.07		83.4
Yu et al. (Full) 2024.05		83.4
MACIL-SD 2024.09		83.4
Xiao et al. 2024.05		83.09
MSBT 2024.05		82.54
Ours (light) 2022.07		82.17
Yu et al. (Light) 2024.05		82.17
DSRL 2024.09		82.01
UMIL 2024.09		81.77
Pang et al. 2022.07		81.69
UMIL 2024.09		81.66
Completeness-and-Uncertainty Aware Pseudo Label Enhancement 2022.12		81.43
Zhang et al. 2024.05		81.43
Zhang et al. 2024.09		81.43
MSBT 2024.05		80.68
ACF 2024.05		80.13
Yu et al. (Full) 2024.05		79.73
Wu et al. 2024.05		79.53
Pang et al. 2024.05		79.37
Pang et al. 2024.09		79.37
MGFN 2024.09		79.19
Completeness-and-Uncertainty Aware Pseudo Label Enhancement 2022.12		78.74
CU-Net 2024.09		78.74
Wu et al.† [62] 2022.07		78.66
Wu et al. [62] 2022.07		78.64
Wu et al. 2022.12		78.64
HL-Net 2024.05		78.64
HL-Net 2024.09		78.64
Wu et al. [29] 2024.09		78.64
RTFM† 2022.07		78.54
Yu et al. (Light) 2024.05		78.49
Li et al. 2022.07		78.28
MSL 2022.12		78.28
MSL 2024.09		78.28
RTFM* 2022.07		78.1
RTFM 2022.07		77.81
RTFM 2022.12		77.81
RTFM 2024.09		77.81
MSBT 2024.05		77.47
Yu et al. (Full) 2024.05		77.06
Yu et al. (Light) 2024.05		76.58
Wu et al. [61] 2022.07		75.9
Wu et al. 2022.12		75.9
Wu et al. [27] 2024.09		75.9
Wu et al. 2022.12		75.41
Sultani et al. 2022.07		73.2
Sultani et al. 2022.12		73.2
Sultani et al. 2024.09		73.2
Wu et al. 2024.05		72.96
SVM baseline 2022.07		50.78
SVM baseline 2022.12		50.78
Hasan et al. 2022.07		30.77
Hasan et al. 2022.12		30.77
OCSVM 2022.07		27.25
OCSVM 2022.12		27.25