OVEarth-Bench: Evaluating Category Breadth and Query Diversity for Open-Vocabulary Earth Observation
Kaiyu Li, Zepeng Xin, Zixuan Jiang, et al.
Introduces OVEarth-Bench, a benchmark for open-vocabulary Earth observation with broad category coverage and diverse query types, revealing current method limitations and MLLM superiority.