← Search

Table · dataset · 2026

Supplementary data for “Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases”

Listed in figshare

Description

<p dir="ltr">Supplementary datasets for “Benchmarking Local Vision-Language Models and Knowledge-Graph-Assisted Differential Diagnosis of Plant Diseases.”</p><p dir="ltr"><b>SupplementaryData1.xlsx:</b> Qwen3.5-35B-A3B direct-classification predictions, matched retrieval results, and inference settings for 5,373 internal-evaluation images.</p><p dir="ltr"><b>SupplementaryData2.xlsx:</b> Symptom descriptions, ranked disease candidates, similarity scores, and prediction outcomes for the same 5,373 images evaluated using six vision-language models.</p><p dir="ltr"><b>SupplementaryData3.xlsx:</b> Neo4j knowledge-graph records used in AI Plant Doctor version 2, including hosts, diseases, symptoms, pathogens, pesticide information, reference-image cases, and model outputs.</p><p dir="ltr">The files contain derived outputs and structured records, not original images.

Raw disease labels are retained. Results represent internal evaluation rather than independent field validation.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Disease 75% · Image 65%
Provenance · 1 source records, 20 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/3325363811 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[disease].local:disease:diseaseenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:field:310805mapping · figshare comvocabulary-mapper@1.0.0keywords['Plant pathology']
concepts[field].anzsrc:field:460508mapping · figshare comvocabulary-mapper@1.0.0keywords['Information retrieval and web search']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[modality].local:modality:imageenrichment · figshare comkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title