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Models/RCL-SGRAF

RCL-SGRAF

Reported on 21 benchmarks across 3 tasks

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

Miscellaneous14 results

  • Image Retrieval with Multi-Modal QueryonCC152K
    Image-to-text R@1
    41.7
    best: 43.6 (UGNCL)
  • Image Retrieval with Multi-Modal QueryonCC152K
    Image-to-text R@10
    73.6
    best: 78.1 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCC152K
    Image-to-text R@5
    66
    best: 68.7 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCC152K
    R-Sum
    364.4
    best: 380.5 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCC152K
    Text-to-image R@1
    41.6
    best: 44.9 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCC152K
    Text-to-image R@10
    75.1
    best: 78.4 (CRCL)
  • Image Retrieval with Multi-Modal QueryonCC152K
    Text-to-image R@5
    66.4
    best: 68.4 (UGNCL)
  • Cross-Modal Information RetrievalonCC152K
    Image-to-text R@1
    41.7
    best: 43.6 (UGNCL)
  • Cross-Modal Information RetrievalonCC152K
    Image-to-text R@10
    73.6
    best: 78.1 (ReCon)
  • Cross-Modal Information RetrievalonCC152K
    Image-to-text R@5
    66
    best: 68.7 (ReCon)
  • Cross-Modal Information RetrievalonCC152K
    R-Sum
    364.4
    best: 380.5 (ReCon)
  • Cross-Modal Information RetrievalonCC152K
    Text-to-image R@1
    41.6
    best: 44.9 (ReCon)
  • Cross-Modal Information RetrievalonCC152K
    Text-to-image R@10
    75.1
    best: 78.4 (CRCL)
  • Cross-Modal Information RetrievalonCC152K
    Text-to-image R@5
    66.4
    best: 68.4 (UGNCL)

Natural Language Processing7 results

  • Cross-Modal RetrievalonCC152K
    Image-to-text R@1
    41.7
    best: 43.6 (UGNCL)
  • Cross-Modal RetrievalonCC152K
    Image-to-text R@10
    73.6
    best: 78.1 (ReCon)
  • Cross-Modal RetrievalonCC152K
    Image-to-text R@5
    66
    best: 68.7 (ReCon)
  • Cross-Modal RetrievalonCC152K
    R-Sum
    364.4
    best: 380.5 (ReCon)
  • Cross-Modal RetrievalonCC152K
    Text-to-image R@1
    41.6
    best: 44.9 (ReCon)
  • Cross-Modal RetrievalonCC152K
    Text-to-image R@10
    75.1
    best: 78.4 (CRCL)
  • Cross-Modal RetrievalonCC152K
    Text-to-image R@5
    66.4
    best: 68.4 (UGNCL)