Beyond exam accuracy: Tracking a persistent-failure set reveals visual dental reasoning gaps in multimodal LLMs
- DOI
- 10.1016/j.jdent.2026.106675
- Published
- 2026-07
- Container
- Journal of Dentistry
- Publisher
- Elsevier BV
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.jdent.2026.106675,
title = {Beyond exam accuracy: Tracking a persistent-failure set reveals visual dental reasoning gaps in multimodal LLMs},
author = {Yuichi Mine and Tsuyoshi Taji and Shota Okazaki and Saori Takeda and Saiji Shimoe and Masato Kaku and Hiroki Nikawa and Naoya Kakimoto and Takeshi Murayama},
year = {2026},
journal = {Journal of Dentistry},
doi = {10.1016/j.jdent.2026.106675},
url = {https://doi.org/10.1016/j.jdent.2026.106675}
}RIS
TY - JOUR TI - Beyond exam accuracy: Tracking a persistent-failure set reveals visual dental reasoning gaps in multimodal LLMs AU - Yuichi Mine AU - Tsuyoshi Taji AU - Shota Okazaki AU - Saori Takeda AU - Saiji Shimoe AU - Masato Kaku AU - Hiroki Nikawa AU - Naoya Kakimoto AU - Takeshi Murayama PY - 2026 JO - Journal of Dentistry DO - 10.1016/j.jdent.2026.106675 UR - https://doi.org/10.1016/j.jdent.2026.106675 ER -
APA
Mine, Y., Taji, T., Okazaki, S., Takeda, S., Shimoe, S., Kaku, M., Nikawa, H., Kakimoto, N., & Murayama, T. (2026). Beyond exam accuracy: Tracking a persistent-failure set reveals visual dental reasoning gaps in multimodal LLMs. Journal of Dentistry. https://doi.org/10.1016/j.jdent.2026.106675
Source records
- crossref · retrieved 2026-09-26T14:11:16.374Z