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Models/Dual-Path (ResNet)

Dual-Path (ResNet)

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Miscellaneous4 results

  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Image-to-text R@1· 2017-11-15
    55.6
    best: 98.8 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Image-to-text R@5· 2017-11-15
    81.9
    best: 100 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535
  • Cross-Modal Information RetrievalonFlickr30k
    Image-to-text R@1· 2017-11-15
    55.6
    best: 98.8 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535
  • Cross-Modal Information RetrievalonFlickr30k
    Image-to-text R@5· 2017-11-15
    81.9
    best: 100 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535

Natural Language Processing2 results

  • Cross-Modal RetrievalonFlickr30k
    Image-to-text R@1· 2017-11-15
    55.6
    best: 98.8 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535
  • Cross-Modal RetrievalonFlickr30k
    Image-to-text R@5· 2017-11-15
    81.9
    best: 100 (X2-VLM (large))
    SOTA
    Dual-Path Convolutional Image-Text Embeddings with Instance LossarXiv:1711.05535