AI RESEARCH
The MixCount Dataset: Bridging the Data Gap for Open-Vocabulary Object Counting
arXiv CS.LG
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ArXi:2605.18063v1 Announce Type: cross Object counting is a foundational vision task with over a decade of dedicated research, yet state-of-the-art models still fail systematically in the mixed-object setting that dominates real-world applications such as industrial inspection and product sorting. We show that this gap is strongly driven by limitations in existing