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Models/CLIP (zero-shot image+text)

CLIP (zero-shot image+text)

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Miscellaneous4 results

  • Multi-modal ClassificationonGLAMI-1M
    Top 1 Accuracy %· uses extra data· 2022-11-17
    32.3
    best: 69.7 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451
  • Multi-modal ClassificationonGLAMI-1M
    Top 5 Accuracy %· uses extra data· 2022-11-17
    74.5
    best: 94 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451
  • Image-text ClassificationonGLAMI-1M
    Top 1 Accuracy %· uses extra data· 2022-11-17
    32.3
    best: 69.7 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451
  • Image-text ClassificationonGLAMI-1M
    Top 5 Accuracy %· uses extra data· 2022-11-17
    74.5
    best: 94 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451

Methodology2 results

  • ClassificationonGLAMI-1M
    Top 1 Accuracy %· uses extra data· 2022-11-17
    32.3
    best: 69.7 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451
  • ClassificationonGLAMI-1M
    Top 5 Accuracy %· uses extra data· 2022-11-17
    74.5
    best: 94 (EmbraceNet (image+text))
    GLAMI-1M: A Multilingual Image-Text Fashion DatasetarXiv:2211.14451