Article

What Large Language Models Know About Plant Molecular Biology

2025-09-04

Abstract excerpt

<h4>ABSTRACT</h4> Large language models (LLMs) are rapidly permeating scientific research, yet their capabilities in plant molecular biology remain largely uncharacterized. Here, we present MOBIPLANT, the first comprehensive benchmark for evaluating LLMs in this domain, developed by a consortium of 112 plant scientists across 19 countries. MOBIPLANT comprises 565 expert-curated multiple-choice questions and 1,075...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5f4cf6c9-6b9e-5bbb-ae7a-c197a9d2b35e
DOI: 10.1101/2025.08.31.672925

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

What Large Language Models Know About Plant Molecular BiologyDOI 10.1101/2025.08.31.672925Read

One hundred important questions facing plant science derived using a large language model.Semantic proximity Read

Out-of-the-box bioinformatics capabilities of large language models (LLMs)Semantic proximity Read

An Evaluation of ChatGPT and Bard (Gemini) in the Context of Biological Knowledge RetrievalSemantic proximity Read

CARDBiomedBench: A Benchmark for Evaluating Large Language Model Performance in Biomedical ResearchSemantic proximity Read

A conversational multi-agent AI system for automated plant phenotyping.Semantic proximity Read

Agentic systems are adept at solving well-scoped, verifiable problems in computational biologySemantic proximity Read

Analysis of large-language model versus human performance for genetics questionsSemantic proximity Read

Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discoverySemantic proximity Read

PlantScience.ai: An LLM-Powered Virtual Scientist for Plant ScienceSemantic proximity Read

Benchmarking Large Language Models on Long-Tail Plant Taxonomic Knowledge with PTTB-600Semantic proximity Read

GeneWhisperer: Enhancing manual genome annotation with large language modelsSemantic proximity Read

Comparative assessment of large language models for microbial phenotype assignment.Semantic proximity Read