SynCred-Bench
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SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation
arXiv:2606.03348v1 Announce Type: new Abstract: Recent generative models can now produce visual artifacts with realistic embedded text and layouts, creating a new misinformation threat: synthetic credibility. We introduce SYNCRED-Bench, a benchmark of 600 AI-generated misinformation images balanced across six credible-form categories and seven fine-grained circulation styles, together with FP450, a real-image negative set for measuring false positives. Extensive evaluation shows that...