ResearchBenchmarksObject Counting on PairTally (test)Object Counting on PairTally (test)Follow35.27MAECountGD++34.306440.810747.31553.8193Dec 29, 2025Evaluation resultsMethodMethodLinksMAERMSECountGD++Prompt=t+, B+int, t-,...Prompt=t+, B+int, t-, B-int2025.1235.2760.85CountGD++Prompt=t+, B+intPrompt=t+, B+int2025.1246.4169.52CountGDPrompt=t+, B+intPrompt=t+, B+int2025.1246.6770.85DAVEPrompt=B+intPrompt=B+int2025.1247.37—GeCoPrompt=B+intPrompt=B+int2025.1250.24—LLaMA-3.2Prompt=t+Prompt=t+2025.1254.67—Qwen2.5-VLPrompt=t+Prompt=t+2025.1259.36—