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Author

Ivana Ribičić

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Sep 2026

Vision-Language Models Evaluation for Telecom Field Safety Auditing

Quality assurance of fiber-optic field installations still mostly relies on manual visual inspection, which does not scale with installation volume. This paper investigates whether vision-language models (VLMs) can automate this safety audit task. We benchmark 18 VLMs spanning frontier, consumer-GPU and edge-device tie...

Nives Grčić, Ivana Ribičić, Krešimir Romić et al. · 0 citations

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