Dataset · Hugging Face

Xin1818/AgriTaxon

Name: AgriTaxon
Creator: Xin1818
License: other
Keywords: task_categories:image-classification, task_categories:visual-question-answering, task_categories:zero-shot-image-classification, language:en, license:other, size_categories:10K<n<100K, region:us, agriculture, species-recognition, fine-grained, taxonomy, benchmark, multimodal, LMM, open-ended

AgriTaxon: Knowledge-grounded benchmarking of open-ended agricultural entity naming with multimodal foundation models Xin Zeng, Benfeng Xu, Qian Chen, Jialin Kuai, Wentao Zhang, Liguo Lang, Shancheng Fang, Huarui Wu 🌐 Project Page · 💻 GitHub Overview Multimodal foundation models are used as generative assistants: shown a photo of a crop, an animal, an insect, or a weed, they must answer with its name. AgriTaxon tests whether they can, in two settings on the same… See the full description on the dataset page: https://huggingface.co/datasets/Xin1818/AgriTaxon.

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Author / organization	Xin1818
License (as declared)	other
Downloads	478 (as reported by Hugging Face)
Likes	0
Created	24 March 2026
Last updated at source	17 October 2026

agriculturespecies-recognitionfine-grainedtaxonomybenchmarkmultimodalLMMopen-endedinaturalistin-the-wild

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