Datasets › GLUE
GLUE (General Language Understanding Evaluation benchmark)
General Language Understanding Evaluation (GLUE) benchmark is a collection of nine natural language understanding tasks, including single-sentence tasks CoLA and SST-2, similarity and paraphrasing tasks MRPC, STS-B and QQP, and natural language inference tasks MNLI, QNLI, RTE and WNLI.
Source: Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Image Source: https://gluebenchmark.com/
Benchmarks archive 2025-07-28
All 13 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.
Papers archive 2025-07-28
5 shown of 5 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 3,197. 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 | |||
|---|---|---|---|---|
| Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks | 0 | 1 | 15 May 2022 | not harvested |
| Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners | 4 | 1 | 30 Aug 2021 | ran 3 of 4 samples (1 unverified) |
| TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding | 0 | 5 | 16 Mar 2020 | not harvested |
| SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization | 6 | 1 | 8 Nov 2019 | ran 6 of 8 samples (2 unverified; 1 pointer-only for licence) |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | 534 | 1 | 11 Oct 2018 | ran 204 of 659 samples (455 unverified; 149 pointer-only for licence) |
Dataset loaders archive 2025-07-28
16 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
Variants archive 2025-07-28
- WNLI
- RTE
- QNLI
- MNLI-mm
- MNLI-m
- qqp
- STS-B
- MRPC
- SST-2
- CoLA
- FinanceInc/auditor_sentiment
- CHANGE-IT
- datasetX
- GLUE QNLI Dev
- GLUE SST2 Dev
- GLUE STSB
- GLUE SST2
- GLUE RTE
- GLUE QQP
- GLUE QNLI
- GLUE MNLI
- GLUE COLA
- GLUE WNLI
- GLUE MRPC
- GLUE
25 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