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Models/T5B Baseline

T5B Baseline

Reported on 28 benchmarks across 4 tasks

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

Adversarial17 results

  • Text GenerationonDART
    BLEU
    48.74
  • Text GenerationonDART
    FactSpotter
    96.65
    best: 97.6 (FactT5B)
  • Text GenerationonDART
    METEOR
    0.4074
    best: 40.74
  • Text GenerationonWebNLG
    BLEU
    67.04
    best: 67.32 (Control Prefixes (A1, T5-large))
  • Text GenerationonWebNLG
    FactSpotter
    99.44
    best: 99.71 (FactT5B)
  • Text GenerationonWebNLG
    METEOR
    48.35
  • Text GenerationonDART
    BLEU
    48.47
    best: 48.74
  • Text GenerationonDART
    FactSpotter
    96.65
    best: 97.6 (FactT5B)
  • Text GenerationonDART
    METEOR
    40.74
  • Text GenerationonWebNLG 2.0 (Constrained)
    BLEU
    67.04
    best: 67.08 (FactT5B)
  • Text GenerationonWebNLG 2.0 (Constrained)
    FactSpotter
    99.05
    best: 99.71 (FactT5B)
  • Text GenerationonWebNLG 2.0 (Constrained)
    METEOR
    48.35
  • Text GenerationonDART
    BERT
    0.9505
  • Text GenerationonDART
    BLEU
    48.47
    best: 48.74
  • Text GenerationonDART
    BLEURT
    0.6749
  • Text GenerationonDART
    FactSpotter
    96.65
    best: 97.6 (FactT5B)
  • Text GenerationonDART
    METEOR
    0.4074
    best: 40.74

Natural Language Processing17 results

  • Data-to-Text GenerationonWebNLG
    BLEU
    67.04
    best: 67.32 (Control Prefixes (A1, T5-large))
  • Data-to-Text GenerationonWebNLG
    FactSpotter
    99.44
    best: 99.71 (FactT5B)
  • Data-to-Text GenerationonWebNLG
    METEOR
    48.35
  • Data-to-Text GenerationonDART
    BLEU
    48.47
  • Data-to-Text GenerationonDART
    FactSpotter
    96.65
    best: 97.6 (FactT5B)
  • Data-to-Text GenerationonDART
    METEOR
    40.74
  • Data-to-Text GenerationonWebNLG 2.0 (Constrained)
    BLEU
    67.04
    best: 67.08 (FactT5B)
  • Data-to-Text GenerationonWebNLG 2.0 (Constrained)
    FactSpotter
    99.05
    best: 99.71 (FactT5B)
  • Data-to-Text GenerationonWebNLG 2.0 (Constrained)
    METEOR
    48.35
  • Table-to-Text GenerationonDART
    BERT
    0.9505
  • Table-to-Text GenerationonDART
    BLEU
    48.47
  • Table-to-Text GenerationonDART
    BLEURT
    0.6749
  • Table-to-Text GenerationonDART
    FactSpotter
    96.65
    best: 97.6 (FactT5B)
  • Table-to-Text GenerationonDART
    METEOR
    0.4074
  • KG-to-Text GenerationonWebNLG 2.0 (Constrained)
    BLEU
    67.04
    best: 67.08 (FactT5B)
  • KG-to-Text GenerationonWebNLG 2.0 (Constrained)
    FactSpotter
    99.05
    best: 99.71 (FactT5B)
  • KG-to-Text GenerationonWebNLG 2.0 (Constrained)
    METEOR
    48.35