ResearchBenchmarksSolution Optimization on Object Counting (adapted)Solution Optimization on Object Counting (adapted)Follow81.6AccuracyTEP68.39271.82175.2578.679Jan 28, 2026Evaluation resultsMethodMethodLinksAccuracyTEP2026.0181.6TextGrad2026.0174.2CoT2026.0172.4TextGradsummarization=truesummarization=true2026.0168.9