Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases

Byungheon Choi, Yoeguang Hue, Yebin Nam, Jinyong Kim, Chaemin Lim, Jinsung Kim, Hyun Sim, Chulyoung Park, Ki-Tae Kim

Open source

DOI
10.5423/ppj.ft.09.2026.0128
Published
2026-11-02
Container
The Plant Pathology Journal
Publisher
Korean Society of Plant Pathology
Open access
unknown

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BibTeX

@article{allodium:10.5423/ppj.ft.09.2026.0128,
  title = {Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases},
  author = {Byungheon Choi and Yoeguang Hue and Yebin Nam and Jinyong Kim and Chaemin Lim and Jinsung Kim and Hyun Sim and Chulyoung Park and Ki-Tae Kim},
  year = {2026},
  journal = {The Plant Pathology Journal},
  doi = {10.5423/ppj.ft.09.2026.0128},
  url = {https://doi.org/10.5423/ppj.ft.09.2026.0128}
}

RIS

TY  - JOUR
TI  - Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases
AU  - Byungheon Choi
AU  - Yoeguang Hue
AU  - Yebin Nam
AU  - Jinyong Kim
AU  - Chaemin Lim
AU  - Jinsung Kim
AU  - Hyun Sim
AU  - Chulyoung Park
AU  - Ki-Tae Kim
PY  - 2026
JO  - The Plant Pathology Journal
DO  - 10.5423/ppj.ft.09.2026.0128
UR  - https://doi.org/10.5423/ppj.ft.09.2026.0128
ER  - 

APA

Choi, B., Hue, Y., Nam, Y., Kim, J., Lim, C., Kim, J., Sim, H., Park, C., & Kim, K. (2026). Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases. The Plant Pathology Journal. https://doi.org/10.5423/ppj.ft.09.2026.0128

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