Datasets › WinoGrande
WinoGrande
WinoGrande is a large-scale dataset of 44k problems, inspired by the original WSC design, but adjusted to improve both the scale and the hardness of the dataset. The key steps of the dataset construction consist of (1) a carefully designed crowdsourcing procedure, followed by (2) systematic bias reduction using a novel AfLite algorithm that generalizes human-detectable word associations to machine-detectable embedding associations.
Source: WinoGrande: An Adversarial Winograd Schema Challenge at Scale Image Source: https://winogrande.allenai.org/
Benchmarks archive 2025-07-28
All 7 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Common Sense Reasoning | WinoGrande | ST-MoE-32B 269B (fine-tuned) Accuracy 96.1 | ST-MoE: Designing Stable and Transferable Sparse Expert Models | tensorflow/mesh +2 | 77 | Compare |
| parameter-efficient fine-tuning | WinoGrande | LLaMA2-7b Accuracy (% ) 70.80 | GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient... | On-Point-RND/GIFT_SW | 3 | Compare |
| Text Generation | WinoGrande | no rows | — | — | 0 | Compare |
| Text Generation | Winogrande (5-shot) | no rows | — | — | 0 | Compare |
| Text Generation | Winogrande TR | no rows | — | — | 0 | Compare |
| Text Generation | Winogrande TR v0.2 | no rows | — | — | 0 | Compare |
| Winogrande | WinoGrande | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
30 shown of 34 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 703. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 34 is in the JSON twin.
Dataset loaders archive 2025-07-28
6 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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- WinoGrande
- Winogrande
- Winogrande (5-shot)
- Winogrande TR v0.2
- Winogrande TR
5 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections