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

Yuanjun Zhang, Fuzel Ahamed Shaik, Suvojit Acharjee +2

Reliable disaster damage assessment requires models that provide both accurate predictions and transparent explanations. However, existing multimodal approaches are limited by scar…