Datasets › CrowS-Pairs
CrowS-Pairs
CrowS-Pairs has 1508 examples that cover stereotypes dealing with nine types of bias, like race, religion, and age. In CrowS-Pairs a model is presented with two sentences: one that is more stereotyping and another that is less stereotyping. The data focuses on stereotypes about historically disadvantaged groups and contrasts them with advantaged groups.
Source: CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked 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 | ||||
|---|---|---|---|---|---|---|
| Stereotypical Bias Analysis | CrowS-Pairs | GAL 120B Gender 51.9 | Galactica: A Large Language Model for Science | paperswithcode/galai | 4 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 147. 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 | |||
|---|---|---|---|---|
| LLaMA: Open and Efficient Foundation Language Models | 57 | 1 | 27 Feb 2023 | ran 26 of 58 samples (32 unverified; 4 pointer-only for licence) |
| Galactica: A Large Language Model for Science | 1 | 1 | 16 Nov 2022 | ran 0 of 2 samples (2 unverified) |
| OPT: Open Pre-trained Transformer Language Models | 11 | 2 | 2 May 2022 | ran 6 of 24 samples (18 unverified; 16 pointer-only for licence) |
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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CrowS-Pairs
1 variant name, as the archive lists them.
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