TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ConvBERT + Pre + Multi

ConvBERT + Pre + Multi

Reported on 16 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing16 results

  • Natural Language UnderstandingonDialoGLUE fewshot
    Average
    68.22
    best: 74.6 (ConvBERT-DG)
  • Natural Language UnderstandingonDialoGLUE fewshot
    Banking77 (Acc)
    83.99
    best: 88.99 (BanLanGen)
  • Natural Language UnderstandingonDialoGLUE fewshot
    CLINC150 (Acc)
    84.52
    best: 95.64 (BanLanGen)
  • Natural Language UnderstandingonDialoGLUE fewshot
    DSTC8 (F-1)
    48.4
    best: 56.88 (mslm)
  • Natural Language UnderstandingonDialoGLUE fewshot
    HWU64 (Acc)
    92.75
    best: 93.06 (ConvBERT-DG + Pre + Multi)
  • Natural Language UnderstandingonDialoGLUE fewshot
    MultiWOZ (Joint Goal Acc)
    6.87
    best: 49.59 (ConvBERT-DG)
  • Natural Language UnderstandingonDialoGLUE fewshot
    Restaurant8k (F-1)
    86.17
    best: 87.58 (ConvBERT-DG + Pre + Multi)
  • Natural Language UnderstandingonDialoGLUE fewshot
    TOP (EM)
    78.84
  • Natural Language UnderstandingonDialoGLUE full
    Average
    86.89
  • Natural Language UnderstandingonDialoGLUE full
    Banking77 (Acc)
    93.44
  • Natural Language UnderstandingonDialoGLUE full
    CLINC150 (Acc)
    92.38
    best: 95.8 (mslm)
  • Natural Language UnderstandingonDialoGLUE full
    DSTC8 (F-1)
    91.2
  • Natural Language UnderstandingonDialoGLUE full
    HWU64 (Acc)
    97.11
  • Natural Language UnderstandingonDialoGLUE full
    MultiWOZ (Joint Goal Acc)
    56.56
    best: 58.29 (ConvBERT-DG + Pre + Multi)
  • Natural Language UnderstandingonDialoGLUE full
    Restaurant8k (F-1)
    95.44
  • Natural Language UnderstandingonDialoGLUE full
    TOP (EM)
    82.08