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Koki Mashita

1 accepted papers

2025

VisionArena: 230k Real World User-VLM Conversations with Preference Labels

CVPR 2025poster

The growing adoption and capabilities of vision-language models (VLMs) demand benchmarks that reflect real-world user interactions. We introduce VisionArena, the largest existing dataset of crowdsourced real-world conversations between users and VLMs. While most visual question-answering datasets fo…