How well do video–language models understand traffic risk?: Three-stage comparative evaluation in driving video

Yongsun Lee, Byeongjoon Noh

Open source

DOI: 10.1016/j.aap.2026.108837
Published: 2027-02
Container: Accident Analysis & Prevention
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.aap.2026.108837,
  title = {How well do video–language models understand traffic risk?: Three-stage comparative evaluation in driving video},
  author = {Yongsun Lee and Byeongjoon Noh},
  year = {2027},
  journal = {Accident Analysis \&amp; Prevention},
  doi = {10.1016/j.aap.2026.108837},
  url = {https://doi.org/10.1016/j.aap.2026.108837}
}

RIS

TY  - JOUR
TI  - How well do video–language models understand traffic risk?: Three-stage comparative evaluation in driving video
AU  - Yongsun Lee
AU  - Byeongjoon Noh
PY  - 2027
JO  - Accident Analysis &amp; Prevention
DO  - 10.1016/j.aap.2026.108837
UR  - https://doi.org/10.1016/j.aap.2026.108837
ER  -

APA

Lee, Y., & Noh, B. (2027). How well do video–language models understand traffic risk?: Three-stage comparative evaluation in driving video. Accident Analysis & Prevention. https://doi.org/10.1016/j.aap.2026.108837

Source records

crossref · retrieved 2026-11-05T06:21:55.875Z