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arXiv1d ago
4.5

Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage

Ziyi He, Yushi Feng, Shuangyu Yang, Yinghao Zhu, Xichen Zhang, Pak Chuen Patrick Tai, Hei Yuet Lo, Songying Wu, Weifa Yang, Lequan Yu

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty5/10
Categorypaper
Topics
multimodalreasoningbenchmarkhealthcare

Opportunity Brief

Create a unified evaluation harness for specialized clinical triage models. Use this to compare multimodal models (like LLaVA or GPT-4o) on hierarchical dental referral accuracy.

Suggested repo: dentaleval

"Benchmark your clinical agents against the first expert-annotated dental triage dataset."

Estimated effort: 20h