Imaging · dataset · 2026
PBench
Listed in Hugging Face Datasets
PBench: A Perception Benchmark for Referring Expression Segmentation Referring expression segmentation is increasingly becoming a core building block for real products and real workflows.
Description
People want to select objects using language inside creative tools, robots need to ground instructions like "pick up the blue wrench" to pixels, and video analytics systems are starting to support natural language queries like "track the red van" instead of fixed class lists.
As models improve, a… See the full description on the dataset page: huggingface.co/datasets/tiiuae/PBench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/tiiuae/PBench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2603.27365 arxiv.org/abs/2603.27365 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/tiiuae/PBench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image segmentation · text
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | tiiuae/PBench | 12 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:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-segmentation | 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 |
| 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 |