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Models/CMPL (ResNet)

CMPL (ResNet)

Reported on 18 benchmarks across 3 tasks

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

Miscellaneous12 results

  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Image-to-text R@1
    49.6
    best: 98.8 (X2-VLM (large))
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Image-to-text R@10
    86.1
    best: 100 (X2-VLM (large))
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Image-to-text R@5
    76.8
    best: 100 (X2-VLM (large))
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Text-to-image R@1
    37.3
    best: 93.3 (ERNIE-ViL 2.0)
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Text-to-image R@10
    75.5
    best: 99.8 (ERNIE-ViL 2.0)
  • Image Retrieval with Multi-Modal QueryonFlickr30k
    Text-to-image R@5
    65.7
    best: 99.5 (M2-Encoder)
  • Cross-Modal Information RetrievalonFlickr30k
    Image-to-text R@1
    49.6
    best: 98.8 (X2-VLM (large))
  • Cross-Modal Information RetrievalonFlickr30k
    Image-to-text R@10
    86.1
    best: 100 (X2-VLM (large))
  • Cross-Modal Information RetrievalonFlickr30k
    Image-to-text R@5
    76.8
    best: 100 (X2-VLM (large))
  • Cross-Modal Information RetrievalonFlickr30k
    Text-to-image R@1
    37.3
    best: 93.3 (ERNIE-ViL 2.0)
  • Cross-Modal Information RetrievalonFlickr30k
    Text-to-image R@10
    75.5
    best: 99.8 (ERNIE-ViL 2.0)
  • Cross-Modal Information RetrievalonFlickr30k
    Text-to-image R@5
    65.7
    best: 99.4 (ERNIE-ViL 2.0)

Natural Language Processing6 results

  • Cross-Modal RetrievalonFlickr30k
    Image-to-text R@1
    49.6
    best: 98.8 (X2-VLM (large))
  • Cross-Modal RetrievalonFlickr30k
    Image-to-text R@10
    86.1
    best: 100 (X2-VLM (large))
  • Cross-Modal RetrievalonFlickr30k
    Image-to-text R@5
    76.8
    best: 100 (X2-VLM (large))
  • Cross-Modal RetrievalonFlickr30k
    Text-to-image R@1
    37.3
    best: 93.3 (ERNIE-ViL 2.0)
  • Cross-Modal RetrievalonFlickr30k
    Text-to-image R@10
    75.5
    best: 99.8 (ERNIE-ViL 2.0)
  • Cross-Modal RetrievalonFlickr30k
    Text-to-image R@5
    65.7
    best: 99.4 (ERNIE-ViL 2.0)