Datasets:

Hyukkyu
/

rteb-WikiSQLRetrieval

pretty_name: RTEB · WikiSQLRetrieval
license: bsd-3-clause
language:
  - en
multilinguality:
  - monolingual
task_categories:
  - text-retrieval
task_ids:
  - document-retrieval
tags:
  - rteb
  - mteb
  - retrieval
  - code
configs:
  - config_name: corpus
    data_files:
      - split: test
        path: corpus/test-*.parquet
  - config_name: qrels
    data_files:
      - split: test
        path: qrels/test-*.parquet
  - config_name: queries
    data_files:
      - split: test
        path: queries/test-*.parquet

WikiSQLRetrieval — RTEB open subset, unified schema

A normalised copy of the dataset behind the mteb task WikiSQLRetrieval, one of the 17 open tasks in the RTEB(beta) retrieval benchmark. Same queries, documents and relevance judgements as the benchmark evaluates — reshaped into one strict schema shared by all 17.


Source	`embedding-benchmark/WikiSQL_mteb` @ `4e099ab42dff` (the revision pinned in `mteb`)
Domain · languages	code · eng
Queries / documents / qrels	2,048 / 2,048 / 2,048
Qrels per query	min 1 · mean 1.0 · max 1
Score values	1 ×2,048
Layout	`queries` · `corpus` · `qrels`, split `test`
License	`bsd-3-clause`

Schema

config	columns	rules
`queries`	`id: string`, `text: string`	ids unique and non-empty; every query has ≥ 1 qrel
`corpus`	`id: string`, `title: string`, `text: string`	`title` is always present (`""` when the source has none)
`qrels`	`query-id: string`, `corpus-id: string`, `score: int32`	referential integrity to both tables; no duplicate pairs; no floats

Files are Parquet, sorted by id, zstd-compressed, sharded at 500 MB. Every rule above is enforced by a validator before publishing; provenance.json records the source file hashes, what changed, and the output file hashes.

What changed from the source

byte-preserved all text — no whitespace or newline normalisation (code dataset)
added a title column filled with "" (the source has none)
cast qrels.score double -> int32
renamed source splits (queries←queries/queries, corpus←corpus/corpus, qrels←default/test) to test

Load it

from datasets import load_dataset
queries = load_dataset("Hyukkyu/rteb-WikiSQLRetrieval", "queries", split="test")
corpus  = load_dataset("Hyukkyu/rteb-WikiSQLRetrieval", "corpus", split="test")
qrels   = load_dataset("Hyukkyu/rteb-WikiSQLRetrieval", "qrels", split="test")

License and attribution

The data is redistributed under the source's terms — bsd-3-clause. All credit belongs to the original authors; see the source repository and the references in mteb's task metadata (https://huggingface.co/datasets/embedding-benchmark/WikiSQL_mteb). This repository is an independent repackaging and is not affiliated with the RTEB or MTEB maintainers.