GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI. - Naomi Simumba; Nils Lehmann; Paolo Fraccaro; Hamed Alemohammad; Geeth De Mel; Salman H. Khan 001; Manil Maskey; Nicolas Longépé; Xiao Xiang Zhu 001; Hannah Kerner; Juan Bernabé-Moreno; Alexander Lacoste (CoRR, 2025)