---
pretty_name: HAKARI-Bench Leaderboard Database
tags:
- information-retrieval
- retrieval
- benchmark
- duckdb
- leaderboard
- evaluation
---

# HAKARI-Bench Leaderboard Database

This dataset hosts the DuckDB database used by the
[HAKARI-Bench leaderboard](https://huggingface.co/spaces/hakari-bench/leaderboard).
It is derived from the raw benchmark result artifacts in
[`hakari-bench/results`](https://huggingface.co/datasets/hakari-bench/results)
and is packaged for leaderboard, viewer, notebook, and SQL use.

The database is produced by the HAKARI-Bench implementation in
[`hakari-bench/hakari-bench`](https://github.com/hakari-bench/hakari-bench).
Because the benchmark code, schema, and build workflow evolve over time, this
dataset card intentionally points to the canonical documentation instead of
duplicating implementation details here.

## File

- `duckdb/hakari_bench.duckdb`: current leaderboard DuckDB database.

## Links

- [Raw result artifacts](https://huggingface.co/datasets/hakari-bench/results)
- [Leaderboard Space](https://huggingface.co/spaces/hakari-bench/leaderboard)
- [HAKARI-Bench GitHub repository](https://github.com/hakari-bench/hakari-bench)
- [DuckDB schema and leaderboard query guide](https://github.com/hakari-bench/hakari-bench/blob/main/docs/duckdb_schema.md)
- [Evaluation runbook](https://github.com/hakari-bench/hakari-bench/blob/main/docs/evaluation_runbook.md)
- [New model evaluation and official result submission workflow](https://github.com/hakari-bench/hakari-bench/blob/main/docs/new_model_results_workflow.md)
- [Contributing result files](https://github.com/hakari-bench/hakari-bench/blob/main/docs/contributing_results.md)