VideoGLaMM: [CVPR 2025 ]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos

by mbzuai-oryx · Agent Tool · ★ 105

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

cvpr2025foundation-modelsllm-agentlmmvision-and-languagevision-language-model

Quick Facts

Stars105
Forks4
LanguagePython
CategoryAgent Tool
Quality Score64/100
Open Issues9
Last Updated2026-09-05
Created2024-10-31
Platformspython
Est. Tokens~14k

About VideoGLaMM

VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos [CVPR 2025🔥] Shehan Munasinghe , Hanan Gani , Wenqi Zhu , Jiale Cao, Eric Xing, Fahad Shahbaz Khan. Salman Khan, Mohamed bin Zayed University of Artificial Intelligence, Tianjin University, Linköping University, Australian National University, Carnegie Mellon University 📢 Latest Updates Feb-2025: Video-GLaMM is...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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