Video Anomaly Detection on UCF-Crime 6 (clip-level) benchmark leaderboard · SOTA2 Research

Video Anomaly Detection on UCF-Crime 6 (clip-level)

91.27AccuracyInternVL3-2B-LoRA

Evaluation Results

Method	Links
InternVL3-2B-LoRA2026.03		91.27	98.36	85.71	91.6	0.9196	2.7726
gemma-3-4b-it2026.03		91	90	95	92	0.91	8.37
InternVL3-2B2026.03		91	98	86	92	0.92	2.77
gemma-3-4b-it2026.03		90	87	95	91	0.89	8.1
gemma-3-4b-it2026.03		90	87	95	91	0.89	8.77
Qwen2.5-VL-3B-It2026.03		90	97	85	90	0.91	2.61
Qwen2.5-VL-3B-It2026.03		90	94	86	90	0.9	2.77
gemma-3-4b-it2026.03		89	87	94	91	0.89	8.1
InternVL3-2B2026.03		89	89	91	90	0.89	2.91
PEL4VAD2026.03		87.24	85.03	89.29	87.11	0.8731	2.5132
InternVL3-2B2026.03		87	94	83	88	0.88	2.33
Qwen2.5-VL-3B-It2026.03		84	99	72	83	0.86	2.83
Qwen2.5-VL-3B-It2026.03		79	89	70	79	0.8	2.88
LAVAD2026.03		77.24	76.81	75.71	76.26	0.7719	4.8936
InternVL3-2B2026.03		67	67	78	72	0.65	5.09
VERA2026.03		64.48	57.81	97.86	72.68	0.656	3.7055