Datasets › BioASQ
BioASQ (Biomedical Semantic Indexing and Question Answering)
BioASQ is a question answering dataset. Instances in the BioASQ dataset are composed of a question (Q), human-annotated answers (A), and the relevant contexts (C) (also called snippets).
Source: Transferability of Natural Language Inference to Biomedical Question Answering Image Source: http://participants-area.bioasq.org/datasets/
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | BioASQ | BioLinkBERT (large) Accuracy 94.8 | LinkBERT: Pretraining Language Models with Document Links | michiyasunaga/LinkBERT | 7 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 192. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark | 0 | 1 | 17 May 2024 | not harvested |
| Galactica: A Large Language Model for Science | 1 | 3 | 16 Nov 2022 | ran 0 of 2 samples (2 unverified) |
| LinkBERT: Pretraining Language Models with Document Links | 1 | 2 | 29 Mar 2022 | ran 0 of 14 samples (14 unverified) |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | 2 | 1 | 31 Jul 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- BioASQ
1 variant name, as the archive lists them.
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