WiRLD_ (Wikidata Reference Logo Dataset)

The Wikidata Reference Logo Dataset (WiRLD), a comprehensive collection of reference logos specifically designed to address the challenges of large-scale logo identification. Recognizing the limitations of existing logo datasets, which often have a restricted number of logo classes or lack public availability, the authors curated WiRLD to facilitate research on more realistic, large-scale logo identification tasks. WiRLD contains 100,000 reference logo images sourced from Wikidata, representing 100,000 distinct logo classes. Each entity in the dataset has one corresponding logo image. The dataset's focus on providing a vast and readily accessible collection of reference logos makes it particularly valuable for evaluating one-shot logo identification methods, especially in large-scale scenarios.