Xucheng Guo
1 indexed paper
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126
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Vision×1AI×1
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2026
Pocket-Dentist: On-Device Dental Image Understanding via Efficient Multimodal Large Language Models
The paper introduces Pocket-Dentist, an efficiency-aware benchmark and model that demonstrates that compact, smaller Vision-Language Models (VLMs) can outperform larger models in accuracy while drastically reducing computational cost for on-device dental image understanding.
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Papers
cs.CVcs.AIRecentMay 28, 2026
Pocket-Dentist: On-Device Dental Image Understanding via Efficient Multimodal Large Language Models
Kai Bian, Xucheng Guo, Bin Chen, Lingyan Ruan +3 more
The paper introduces Pocket-Dentist, an efficiency-aware benchmark and model that demonstrates that compact, smaller Vision-Language Models (VLMs) can outperform larger models in accuracy while drasti…
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