ResearchBenchmarksPanel Quantity Estimation on City-level Photovoltaic AssessmentFollow86.2Overall AccuracySolar-RAG66.9671.95576.9581.945Mar 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-RAG2026.0386.295.277.973.980.675.490.595.785.380.657.185.384GPT-4o2026.0383.490.572.769.672.268.187.193.510077.466.791.278GPT-5.22026.0367.754.855.852.265.353.650.383.676.575.866.773.584