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Models/GSM

GSM

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Natural Language Processing6 results

  • Text ClassificationonAG News
    C_v· 2017-06-01
    0.41
    best: 0.49 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Text ClassificationonAG News
    NPMI· 2017-06-01
    0.03
    best: 0.054 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Text Classificationon20NewsGroups
    C_v· 2017-06-01
    0.55
    best: 0.69 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Topic ModelsonAG News
    C_v· 2017-06-01
    0.41
    best: 0.49 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Topic ModelsonAG News
    NPMI· 2017-06-01
    0.03
    best: 0.054 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Topic Modelson20NewsGroups
    C_v· 2017-06-01
    0.55
    best: 0.69 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359

Methodology3 results

  • ClassificationonAG News
    C_v· 2017-06-01
    0.41
    best: 0.49 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • ClassificationonAG News
    NPMI· 2017-06-01
    0.03
    best: 0.054 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359
  • Classificationon20NewsGroups
    C_v· 2017-06-01
    0.55
    best: 0.69 (vONTSS)
    SOTA
    Discovering Discrete Latent Topics with Neural Variational InferencearXiv:1706.00359