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Benchmarks
Traffic Anomaly Detection on TAD
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92.86
Recall
VIBES
3.7112
26.8556
50
73.1444
Apr 26, 2026
Recall
Event Accuracy
Detail Accuracy
AUC-ROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall
Event Accuracy
Detail Accuracy
AUC-ROC
VIBES
2026.04
92.86
82.14
78.57
0.95
DeepSCAN
2026.04
42.86
35.71
32.14
0.71
Qwen
2026.04
35.71
32.14
28.57
0.69
VideoAgent
2026.04
35.71
28.57
25
0.69
APVR
2026.04
28.57
17.86
17.86
0.64
CLIP
2026.04
14.29
10.71
7.14
0.56
LLaVA
2026.04
14.29
10.71
10.71
0.56
MDP3
2026.04
14.29
14.29
14.29
0.52
IMAGEBIND
2026.04
7.14
7.14
3.57
0.55
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