Datasets:

Hyukkyu
/

rteb-FinanceBenchRetrieval

pretty_name: RTEB · FinanceBenchRetrieval
license: apache-2.0
language:
  - en
multilinguality:
  - monolingual
task_categories:
  - text-retrieval
task_ids:
  - document-retrieval
tags:
  - rteb
  - mteb
  - retrieval
  - finance
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

FinanceBenchRetrieval — RTEB open subset, unified schema

A normalised copy of the dataset behind the mteb task FinanceBenchRetrieval, 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/FinanceBench` @ `e68478442112` (the revision pinned in `mteb`)
Domain · languages	finance · eng
Queries / documents / qrels	150 / 145 / 150
Qrels per query	min 1 · mean 1.0 · max 1
Score values	1 ×150
Layout	`queries` · `corpus` · `qrels`, split `test`
License	`apache-2.0`

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

added a title column filled with "" (the source has none)
cast qrels.score double -> int32
removed NUL bytes from text (prose dataset)
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-FinanceBenchRetrieval", "queries", split="test")
corpus  = load_dataset("Hyukkyu/rteb-FinanceBenchRetrieval", "corpus", split="test")
qrels   = load_dataset("Hyukkyu/rteb-FinanceBenchRetrieval", "qrels", split="test")

License and attribution

The data is redistributed under the source's terms — apache-2.0. 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/FinanceBench). This repository is an independent repackaging and is not affiliated with the RTEB or MTEB maintainers.

License discrepancy. The upstream dataset card declares apache-2.0 while mteb's TaskMetadata declares mit. This card carries the upstream value as the more conservative choice.