Text · dataset · 2026
PII Bench
Listed in Hugging Face Datasets
piibench — a carrier-aware benchmark for PII detection in outbound traffic The full rationale, metric by metric and with every known limitation stated, is in DESIGN.md.
Description
This card is the short version. Leaderboard: ScienceSoft/piibench-leaderboard · ScienceSoft's entrant: ScienceSoft/scnsoft-pii-encoder piibench measures how well a model detects personal data in the text formats that outbound traffic to AI assistants actually carries.
Public PII benchmarks score prose, whereas… See the full description on the dataset page: huggingface.co/datasets/ScienceSoft/piibench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ScienceSoft/piibench ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ScienceSoft/piibench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ScienceSoft/piibench | 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:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:token-classification | 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 |