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
- DOI doi.org/10.6084/m9.figshare.33253638.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33253638 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:310805 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Plant pathology'] |
| concepts[field].anzsrc:field:460508 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information retrieval and web search'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |