ResearchBenchmarksFine-grained Video Anomaly Detection on UCF-CrimeFollow22.07mAP@IoU 0.1LAS-VAD5.07649.488213.918.3118Feb 28, 2026Evaluation ResultsMethodMethodLinksmAP@IoU 0.1mAP@IoU 0.2mAP@IoU 0.3mAP@IoU 0.4mAP@IoU 0.5mAP AVGLAS-VAD2026.0222.0719.9616.1811.248.6415.62LEC-VAD2026.0219.6517.1714.379.457.1813.56ReFLIP2026.0214.2310.349.327.546.819.62ITC2026.0213.549.247.455.463.797.9VadCLIP2026.0211.727.836.44.532.936.68AVVD2026.0210.277.016.253.423.296.05RAD2026.025.734.412.691.931.443.24