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Models/SimpleTOD

SimpleTOD

Reported on 10 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Speech6 results

  • DialogueonMULTIWOZ 2.0
    MultiWOZ (Inform)· 2020-05-02
    84.4
    best: 94.4 (GALAXY)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • DialogueonMULTIWOZ 2.0
    MultiWOZ (Success)· 2020-05-02
    70.1
    best: 85.3 (GALAXY)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • DialogueonMULTIWOZ 2.1
    BLEU· 2020-05-02
    15.2
    best: 20.01 (GALAXY)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • DialogueonMULTIWOZ 2.1
    MultiWOZ (Inform)· 2020-05-02
    85
    best: 95.3 (GALAXY)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • DialogueonMULTIWOZ 2.1
    MultiWOZ (Success)· 2020-05-02
    70.5
    best: 86.2 (GALAXY)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • DialogueonMULTIWOZ 2.0
    BLEU· 2020-05-02
    15
    best: 20.6 (Noisy Channel Model)
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796

Natural Language Processing4 results

  • Response GenerationonMMConv
    BLEU· 2020-05-02
    20.3
    best: 22 (PaCE)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • Response GenerationonMMConv
    Comb.· 2020-05-02
    32.2
    best: 44.7 (PaCE)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • Response GenerationonMMConv
    Inform· 2020-05-02
    14.6
    best: 34.5 (PaCE)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796
  • Response GenerationonMMConv
    Success· 2020-05-02
    9.2
    best: 13.9 (PaCE)
    SOTA
    A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796