Imaging · dataset · 2026
RA-4M
Listed in Hugging Face Datasets
RA-4M — a verified free-text relation corpus 472,344 images · 4,282,531 relations · 10,102 free-text predicates · 497 object categories · 9.03 relations per image in the training split, plus a 24,964-image validation split (226,203 relations).
Description
Machine-annotated by an open-weight vision–language model, then filtered by deterministic geometric gates that reject 11.3% of raw candidates. Every object also carries a box-prompted SAM 3 mask.
RA-4M exists because open-vocabulary… See the full description on the dataset page: huggingface.co/datasets/maelic/RA-4M.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/maelic/RA-4M ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2609.12552 arxiv.org/abs/2609.12552 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/maelic/RA-4M ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · object detection · text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | maelic/RA-4M | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:object-detection | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |