Dataset · Hugging Face

MongoDB/AptMQL-Bench

Name: AptMQL-Bench
Creator: MongoDB
License: cc-by-sa-4.0
Keywords: task_categories:question-answering, task_categories:text-generation, language:en, license:cc-by-sa-4.0, size_categories:1K<n<10K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, text-to-mql, mongodb, nosql

AptMQL-Bench AptMQL-Bench (Access-Patterns-Based Text-to-MQL) is a benchmark for text-to-MQL: the task of translating human-readable requests into executable MongoDB Query Language (MQL) aggregation pipelines. We're releasing: 📦 AptMQL-Bench: the benchmark dataset in this HF repository. It consists of 21 new MongoDB DBs along with 3,186 natural-language requests, migrated from BIRD [1], spanning domains such as commerce, science, sports and finance. 📄 A technical report… See the full description on the dataset page: https://huggingface.co/datasets/MongoDB/AptMQL-Bench.

View on Hugging FaceReport an issue

Author / organization	MongoDB
License (as declared)	cc-by-sa-4.0
Downloads	348 (as reported by Hugging Face)
Likes	0
Created	2 October 2026
Last updated at source	2 October 2026

text-to-mqlmongodbnosqltext-to-querybirdsemantic-parsing

Embed this entry

<iframe src="https://silytics.si/embed/item/6facea24-b0d4-4fef-9241-9467ab98adbc" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

More from MongoDB

MongoDB/subset_arxiv_papers_with_embeddingsDataset
MongoDB/embedded_moviesDataset
MongoDB/wikipedia-22-12-en-voyage-embedDataset
MongoDB/tech-news-embeddingsDataset
MongoDB/cooking-videos-with-captionsDataset
MongoDB/cosmopedia-wikihow-chunkedDataset

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.