ResearchBenchmarksCounting on countingCounting on countingFollow95.9AccuracysketchVLM35.5851.2466.982.56Apr 9, 2026Apr 11, 2026Apr 13, 2026Apr 16, 2026Apr 18, 2026Apr 20, 2026Apr 23, 2026Evaluation resultsMethodMethodLinksAccuracyAnswer RatesketchVLMvariant=✦variant=✦2026.0495.9—SepSeqPrompting Strategy=SepSeqPrompting Strategy=SepSeq2026.0476.7100Baseline Modelvariant=🤖variant=🤖2026.0459.9—sketchVLMvariant=🌀variant=🌀2026.0451—VanillaPrompting Strategy=Van...Prompting Strategy=Vanilla2026.0442.7100CoTPrompting Strategy=CoTPrompting Strategy=CoT2026.0441.2100ICLPrompting Strategy=ICLPrompting Strategy=ICL2026.0437.9100