Datasets › MultiNLI
MultiNLI (Multi-Genre Natural Language Inference)
The Multi-Genre Natural Language Inference (MultiNLI) dataset has 433K sentence pairs. Its size and mode of collection are modeled closely like SNLI. MultiNLI offers ten distinct genres (Face-to-face, Telephone, 9/11, Travel, Letters, Oxford University Press, Slate, Verbatim, Goverment and Fiction) of written and spoken English data. There are matched dev/test sets which are derived from the same sources as those in the training set, and mismatched sets which do not closely resemble any seen at training time.
Source: Semantic Sentence Matching with Densely-connectedRecurrent and Co-attentive Information
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Natural Language Inference | MultiNLI | Turing NLR v5 XXL 5.4B (fine-tuned) Matched 92.6 | — | — | 67 | Compare |
| Natural Language Inference | MultiNLI Dev | TinyBERT-6 67M Matched 84.5 | TinyBERT: Distilling BERT for Natural Language Understanding | PaddlePaddle/PaddleNLP +9 | 10 | Compare |
| Natural Language Inference | multi_nli | no rows | — | — | 0 | Compare |
| Text Generation | MNLI | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
30 shown of 40 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 1,830. 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 40 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
Custom (multiple, see the paper)
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MultiNLI MisMatched dev
- MultiNLI Matched dev
- MultiNLI Dev MisMatched
- MultiNLI Dev Matched
- MNLI-mm
- mnli_mismatched
- MNLI-m
- MNLI
- MultiNLI-mismatched
- MultiNLI-matched
- multi_nli
- MultiNLI Dev
- MultiNLI
13 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