Datasets › FewCLUE

FewCLUE

Introduced by Liang Xu et al. in FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark15 Jul 2021 archive 2025-07-28

Chinese Few-shot Learning Evaluation Benchmark (FewCLUE) is a comprehensive small sample evaluation benchmark in Chinese. It includes nine tasks, ranging from single-sentence and sentence-pair classification tasks to machine reading comprehension tasks.

Benchmarks archive 2025-07-28

All 5 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)PaperCode
Language Modelling FewCLUE (BUSTM) GLM-130B Accuracy 77.5 GLM-130B: An Open Bilingual Pre-trained Model thudm/chatglm2-6b +8 2 Compare
Language Modelling FewCLUE (CHID-FC) GLM-130B Accuracy 90.1 GLM-130B: An Open Bilingual Pre-trained Model thudm/chatglm2-6b +8 2 Compare
Language Modelling FewCLUE (CLUEWSC-FC) GLM-130B Accuracy 77.4 GLM-130B: An Open Bilingual Pre-trained Model thudm/chatglm2-6b +8 2 Compare
Language Modelling FewCLUE (EPRSTMT) GLM-130B Accuracy 92.5 GLM-130B: An Open Bilingual Pre-trained Model thudm/chatglm2-6b +8 2 Compare
Language Modelling FewCLUE (OCNLI-FC) GLM-130B Accuracy 73.8 GLM-130B: An Open Bilingual Pre-trained Model thudm/chatglm2-6b +8 2 Compare

Papers archive 2025-07-28

1 shown of 1 paper 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 12. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
GLM-130B: An Open Bilingual Pre-trained Model 9 10 5 Oct 2022 ran 5 of 21 samples (16 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

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

Languages archive 2025-07-28

Variants archive 2025-07-28

  • FewCLUE
  • FewCLUE (EPRSTMT)
  • FewCLUE (OCNLI-FC)
  • FewCLUE (BUSTM)
  • FewCLUE (CHID-FC)
  • FewCLUE (CLUEWSC-FC)

6 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