---
license: cc-by-nc-sa-4.0
task_categories:
- tabular-classification
- feature-extraction
- text-classification
language:
- en
tags:
- agentic-ai
- synthetic-data
- data-science
- benchmark
- human-AI-collaboration
pretty_name: AgentDS-RetailBanking
---

# 🏦 AgentDS-RetailBanking

This dataset is part of the **AgentDS Benchmark** — a multi-domain benchmark for evaluating human-AI collaboration in real-world, domain-specific data science.

**AgentDS-RetailBanking** includes structured transactional data for 2 challenges:

- Credit default prediction  
- Transaction-level fraud detection  

👉 Files are organized in the `RetailBanking/` folder and reused across challenges.  
Refer to the included `description.md` for:
- File usage and challenge mappings  
- Task descriptions and data schema notes  
- Submission format expectations  

---

📖 **More info & challenge details**: https://agentds.org/domains  
🔐 **Get your API key**: https://agentds.org/dashboard  
🧠 **Submit predictions via SDK**: `pip install agentds-bench` (see main AgentDS README for usage)