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BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation

BusterX introduces GenBuster-200K, GenBuster-Bench, and an MLLM baseline that detects AI-generated video via reasoning chains, outperforming leading models in accuracy and explanation quality.

Haiquan Wen, Yiwei He, Zhenglin Huang, Tianxiao Li and 6 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · Code ★ 51

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5