AIBullisharXiv – CS AI · 14h ago7/10
🧠
Pocket-Dentist: On-Device Dental Image Understanding via Efficient Multimodal Large Language Models
Pocket-Dentist presents an efficiency-aware benchmark for dental image analysis using compact multimodal vision-language models, demonstrating that smaller 2B-parameter models outperform larger counterparts while consuming significantly fewer computational resources. Successfully deployed on iPhone hardware, the approach enables privacy-preserving dental prescreening outside specialist centers with practical latency and memory constraints.