---
title: LLM PII Detection Leaderboard
emoji: 🔒
colorFrom: green
colorTo: indigo
sdk: gradio
sdk_version: "5.19.0"
app_file: app.py
pinned: false
license: apache-2.0
short_description: Comprehensive benchmark for PII detection performance
---

# LLM PII Detection Leaderboard

A comprehensive benchmark for evaluating language models' performance in detecting and handling personally identifiable information (PII) across various document types and scenarios.

## Features

- Interactive leaderboard with performance metrics
- Domain-specific analysis across Healthcare, Financial, Government, Legal, and Personal documents
- Model performance comparison and filtering
- Professional performance cards for presentations

## Usage

The leaderboard displays various metrics including:
- Overall Accuracy
- Precision and Recall
- F1 Score
- Over-detection Rate
- Processing Time and Cost

Filter by document type and model access to explore performance across different scenarios.

## Contributing

Contributions are welcome! Submit your results with a Google Colab notebook demonstrating your approach in the Community section.