DisasterInsight: A Multimodal Benchmark for Function-Aware and Grounded Disaster Assessment

Sara Tehrani, Yonghao Xu, Leif Haglund +2

Timely interpretation of satellite imagery is critical for disaster response, yet existing vision-language benchmarks for remote sensing largely focus on coarse labels and image-le…