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Models/GIT2, Single Model

GIT2, Single Model

Reported on 24 benchmarks across 1 task · 1 paper · 15 SOTA

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

Natural Language Processing24 results

  • Image Captioningonnocaps near-domain
    B1· 2022-05-27
    88.9
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    B2· 2022-05-27
    75.86
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    B3· 2022-05-27
    58.9
    best: 58.99 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    B4· 2022-05-27
    38.95
    best: 39.98 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    CIDEr· 2022-05-27
    125.51
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    METEOR· 2022-05-27
    32.95
    best: 33.47 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    ROUGE-L· 2022-05-27
    63.66
    best: 63.99 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps near-domain
    SPICE· 2022-05-27
    16.11
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    B1· 2022-05-27
    86.28
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    B4· 2022-05-27
    30.15
    best: 32 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    CIDEr· 2022-05-27
    122.27
    best: 126.67 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    B1· 2022-05-27
    88.86
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    CIDEr· 2022-05-27
    124.18
    best: 149.1 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    METEOR· 2022-05-27
    33.83
    best: 34.22 (PaLI)
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    SPICE· 2022-05-27
    16.36
    SOTA
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    B2· 2022-05-27
    71.15
    best: 71.28 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    B3· 2022-05-27
    52.36
    best: 52.66 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    METEOR· 2022-05-27
    30.15
    best: 30.99 (PaLI)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    ROUGE-L· 2022-05-27
    60.91
    best: 61.35 (PaLI)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps out-of-domain
    SPICE· 2022-05-27
    15.62
    best: 15.7 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    B2· 2022-05-27
    75.86
    best: 76.1 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    B3· 2022-05-27
    59.94
    best: 60.53 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    B4· 2022-05-27
    41.1
    best: 41.65 (GIT, Single Model)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100
  • Image Captioningonnocaps in-domain
    ROUGE-L· 2022-05-27
    63.82
    best: 64.39 (PaLI)
    GIT: A Generative Image-to-text Transformer for Vision and LanguagearXiv:2205.14100