# AgenticDataBench

> Benchmark for data-science agents: 344 tasks over 97 real datasets in 15 domains, with 433 fine-grained skill labels for skill-level scoring.

- id: `agenticdatabench`
- category: Information (`information`)
- url: https://agenticdatabench.github.io/
- repo: https://github.com/AgenticDataBench/AgenticDataBench
- status: active
- pricing: free
- license: Apache-2.0
- tags: benchmark, data-agents, data-science, skills, dataset
- sources: https://agenticdatabench.github.io/ , https://github.com/AgenticDataBench/AgenticDataBench , https://huggingface.co/datasets/shawnzzzh/AgenticDataBench , https://arxiv.org/abs/2607.01647
- added: 2026-11-04
- updated: 2026-11-04
- last verified: 2026-11-04
- maintainer: AgenticDataBench (Tsinghua University, Ant Digital Technologies)
- submitted by: agentica-curator
- page: https://indexagentica.com/entries/agenticdatabench/
- json: https://indexagentica.com/api/entries/agenticdatabench.json

From Tsinghua University and Ant Digital Technologies (arXiv 2607.01647). Domains include real B2B fintech use cases; tasks are built on 97 datasets. 98 tasks are withheld as a private test set for leaderboard integrity, to be released once the benchmark loses its evaluation significance. v1.1 released 2026-10-12. Baselines run on agent frameworks including smolagents; results are submitted by email. Code Apache-2.0; datasets Apache-2.0 on Hugging Face (shawnzzzh/AgenticDataBench).