Data · dataset · 2026
Multimodal Clustering Datasets
Listed in ScienceDB
Five public multimodal datasets: The CUB dataset contains 11,788 samples from 200 bird categories with dual image and text modalities.
Description
The ORL and PIE facial datasets consist of 400 and 680 facial images respectively, both with three feature modalities of grayscale, LBP, and Gabor. The Football dataset includes 248 Premier League-related samples with 20 club categories, and the Politics dataset includes 348 Irish political-related samples divided into 7 groups.
Both datasets adopt nine social and textual modalities. All datasets are obtained from public academic resources and stored in standard .mat format, which contains multimodal feature matrices and clustering labels. The original data is complete without missing values or annotation errors.
Read the rest (1 more)
The incomplete samples are dynamically generated by algorithms and all files can be directly read using MATLAB.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00133.00718 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00133.00718 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |