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News/Towards reliable multimodal disaster severity assessment through preference optimization and explainable vision-language reasoning
arxiv
PublishedSeptember 2, 2026 at 4:00 AM

Towards reliable multimodal disaster severity assessment through preference optimization and explainable vision-language reasoning

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arXiv:2609.00879v1 Announce Type: new Abstract: Reliable disaster damage assessment requires models that provide both accurate predictions and transparent explanations. However, existing multimodal approaches are limited by scarce annotated data and insufficient evaluation of reasoning quality. This

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