Decision Readouts for Text-Mediated Video Anomaly Detection: An Exploratory Evaluation of Jev and Qwen
cs.AI, cs.CV
Submitted: 2026-09-28
Updated: 2026-09-28
Comments: 19 pages, 2 figures; exploratory preprint
Code: https://github.com/lucazanella/lavad
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Harnessing Large Language Models for Training-free Video Anomaly Detection
- Real-world Anomaly Detection in Surveillance Videos
- Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision
- A VLM Answer Is Not an Anomaly Score: Rank Compression Across Image and Video Anomaly Detection
- Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection
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