ResearchBenchmarksPhotovoltaic Presence Detection on City-level Photovoltaic AssessmentFollow95.4Overall AccuracySolar-RAG85.5288.08590.6593.215Mar 24, 2026Evaluation ResultsMethodMethodLinksOverall AccuracyAccuracy (Kuwait City, Kuwait)Accuracy (São Paulo, Brazil)Accuracy (Sydney, Australia)Accuracy (Cape Town, South Africa)Accuracy (Oxford, UK)Accuracy (Shanghai, China)Accuracy (Tempe, AZ, USA)Accuracy (Orlando, FL, USA)Accuracy (Seattle, WA, USA)Accuracy (Osage Beach, MO, USA)Accuracy (Harlem, NY, USA)Accuracy (Tacoma, WA, USA)Solar-RAG2026.0395.410092.210098.692.893.998.397.191.976.210092GPT-4o2026.0393.610092.210097.291.391.299.110085.566.791.286GPT-5.22026.0385.910083.18791.785.559.297.491.285.576.291.292