Datasets:
| pretty_name: AutoMetaBench | |
| license: mit | |
| language: | |
| - en | |
| tags: | |
| - benchmark | |
| - systematic-review | |
| - meta-analysis | |
| - evidence-synthesis | |
| - medical-research | |
| configs: | |
| - config_name: reviews | |
| default: true | |
| data_files: | |
| - split: benchmark | |
| path: viewer/reviews.parquet | |
| - config_name: included_studies | |
| data_files: | |
| - split: benchmark | |
| path: viewer/included_studies.parquet | |
| - config_name: screening_candidates | |
| data_files: | |
| - split: benchmark | |
| path: viewer/screening_candidates.parquet | |
| - config_name: screening_truth | |
| data_files: | |
| - split: benchmark | |
| path: viewer/screening_truth.parquet | |
| - config_name: data_extraction | |
| data_files: | |
| - split: benchmark | |
| path: viewer/data_extraction.parquet | |
| - config_name: meta_analysis | |
| data_files: | |
| - split: benchmark | |
| path: viewer/meta_analysis.parquet | |
| # AutoMetaBench | |
| AutoMetaBench is an evaluation benchmark for **literature search, literature screening, data extraction, and meta-analysis reproduction**. It connects review questions to included-study references, fixed screening pools, extracted quantitative results, and published pooled estimates. The release includes the numerical reference data together with a source-audit ledger and a read-only drift checker. | |
| - **Dataset:** [**zhuk26/AutoMetaBench**](https://huggingface.co/datasets/zhuk26/AutoMetaBench) | |
| - **Release version:** `2026-09-29` | |
| - **Project and code:** [**zhuke26/AutoMeta**](https://github.com/zhuke26/AutoMeta) | |
| - **Source revision:** [**`8dfb61c0a69c7d791731b0de55c24ef8c5ef1ba6`**](https://github.com/zhuke26/AutoMeta/tree/8dfb61c0a69c7d791731b0de55c24ef8c5ef1ba6/autometabench) | |