GeoR-Bench: Evaluating Geoscience Visual Reasoning

ArXi:2605.11541v1 Announce Type: new Geoscience intelligence is expected to understand, reason about, and predict earth system changes to human decision-making in critical domains such as disaster response, climate adaptation and environmental protection. Although current research has shown promising progress on specific geoscience tasks, such as remote sensing interpretation, geographic question-answering, existing benchmarks remain largely task-specific which failing to capture the open-ended real world geoscience problems.