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Violence Detection on XD-Violence (test)

0.8768AP

Holmes-VAU

Updated 20d ago

Evaluation Results

Method	Links
Holmes-VAU 2026.05		0.8768
MAVD 2025.01		0.8607
HyperVD 2025.01		0.8567
MAVD 2025.01		0.8515
MAVD 2025.01		0.8459
VadCLIP 2026.05		0.8451
MSBT 2025.01		0.8432
TRACE 2026.05		0.8367
MACIL-SD (Full) 2025.01		0.834
Xiao et al. 2025.01		0.8309
MSBT 2025.01		0.8254
MACIL-SD (Light) 2025.01		0.8217
Zhang et al. 2025.01		0.8143
MSBT 2025.01		0.8068
S3R 2026.05		0.8026
ACF 2025.01		0.8013
MGFN 2022.11		0.8011
Wu et al. 2025.01		0.7953
Pang et al. 2025.01		0.7937
MGFN 2022.11		0.7919
HL-Net 2020.07		0.7864
HL-Net 2025.01		0.7864
MSL (2022) 2022.11		0.7858
MSL (2022) 2022.11		0.7828
MSL 2025.01		0.7828
RTFM (2021) 2022.11		0.7781
RTFM 2025.01		0.7781
Wu and Liu (2021) 2022.11		0.759
Wu et al. 2025.01		0.759
Wu et al. (2020) 2022.11		0.7568
Sultani et al. 2025.01		0.7568
MSL (2022) 2022.11		0.7553
HL-Net 2020.07		0.7367
Sultani et al. 2020.07		0.732
Sultani et al. (2020) 2022.11		0.732
NAACA 2026.05		0.706
HL-Net 2020.07		0.6719
Wu et al. (2020) 2022.11		0.6719
HL-Net 2026.05		0.605
Random 4 s 2026.05		0.6044
Audio Qwen 2026.05		0.535
AVadCLIP 2026.05		0.5251
SVM baseline 2020.07		0.5078
SVM baseline 2025.01		0.5078
Hasan et al. 2020.07		0.3077
Hasan et al. 2025.01		0.3077
OCSVM 2020.07		0.2725
OCSVM 2025.01		0.2725
Zero-shot CLIP 2026.05		0.1783