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Models/Meshed-Memory Transformer

Meshed-Memory Transformer

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

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

Natural Language Processing6 results

  • Image CaptioningonCOCO Captions
    BLEU-1· 2019-12-17
    80.8
    best: 84.2 (GRIT (No VL pretraining - base))
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226
  • Image CaptioningonCOCO Captions
    BLEU-4· 2019-12-17
    39.1
    best: 46.5 (mPLUG)
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226
  • Image CaptioningonCOCO Captions
    CIDER· 2019-12-17
    131.2
    best: 155.1 (mPLUG)
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226
  • Image CaptioningonCOCO Captions
    METEOR· 2019-12-17
    29.2
    best: 33.9 (CoCa)
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226
  • Image CaptioningonCOCO Captions
    ROUGE-L· 2019-12-17
    58.6
    best: 61.1 (ExpansionNet v2 (No VL pretraining))
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226
  • Image CaptioningonCOCO Captions
    SPICE· 2019-12-17
    22.6
    best: 27 (VAST)
    SOTA
    Meshed-Memory Transformer for Image CaptioningarXiv:1912.08226