Traffic Anomaly Detection on TUMTraffic benchmark leaderboard · SOTA2 Research

Traffic Anomaly Detection on TUMTraffic

100RecallVIBES

Evaluation Results

Method	Links
VIBES2026.04		100	92.86	85.71	1
DeepSCAN2026.04		42.86	42.86	35.71	0.73
VideoAgent2026.04		42.86	35.71	28.57	0.73
Qwen2026.04		28.57	28.57	21.43	0.64
CLIP2026.04		14.29	14.29	7.14	0.56
LLaVA2026.04		14.29	7.14	14.29	0.56
MDP32026.04		14.29	7.14	7.14	0.56
APVR2026.04		14.29	14.29	14.29	0.56
IMAGEBIND2026.04		0	0	0	0.51