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Benchmarks
Video Classification on UCF-Crime
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51.72
Accuracy
LaGoVAD
17.296
26.233
35.17
44.107
Mar 17, 2025
May 7, 2025
Jun 28, 2025
Aug 19, 2025
Oct 10, 2025
Dec 1, 2025
Jan 22, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
LaGoVAD
Training=PreVAD
2025.03
51.72
16.64
VadCLIP
Training=PreVAD
2025.03
45.52
17.81
VIOLA
Backbone=Qwen3-VL
2026.01
43.5
-
VIOLA
Backbone=Qwen2-VL
2026.01
41.1
-
VIOLA
Backbone=VideoLLaMA3
2026.01
40.5
-
VIOLA
Backbone=LLaVA-Video
2026.01
39.3
-
VadCLIP
Training=XD
2025.03
38.28
10.52
Zero-shot
Backbone=Qwen2-VL
2026.01
31.5
-
ViFi-CLIP
Training=K400
2025.03
20.34
15.67
CLIP
Training=-
2025.03
19.31
12.08
ActionCLIP
Training=K400
2025.03
18.62
16.12
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