Datasets › StereoSet
StereoSet
A large-scale natural dataset in English to measure stereotypical biases in four domains: gender, profession, race, and religion.
Source: StereoSet: Measuring stereotypical bias in pretrained language models
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 | ||||
|---|---|---|---|---|---|---|
| Bias Detection | StereoSet | GPT-2 (small) ICAT Score 72.97 | StereoSet: Measuring stereotypical bias in pretrained... | moinnadeem/StereoSet +2 | 11 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 156. 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 | |||
|---|---|---|---|---|
| Galactica: A Large Language Model for Science | 1 | 3 | 16 Nov 2022 | ran 0 of 2 samples (2 unverified) |
| StereoSet: Measuring stereotypical bias in pretrained language models | 3 | 8 | 20 Apr 2020 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- StereoSet
1 variant name, as the archive lists them.
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