TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DECL-SGARF

DECL-SGARF

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 QueryonCOCO-Noisy
    Image-to-text R@1
    77.5
    best: 80.9 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Image-to-text R@10
    98.4
    best: 99 (UGNCL)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Image-to-text R@5
    95.9
    best: 97.2 (UGNCL)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    R-Sum
    518.2
    best: 528.6 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@1
    61.7
    best: 65.2 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@10
    95.4
    best: 96.7 (CTPR-SGR)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@5
    89.3
    best: 91.2 (CTPR-SGR)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@1
    77.5
    best: 80.9 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@10
    98.4
    best: 99 (UGNCL)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@5
    95.9
    best: 97.2 (UGNCL)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    R-Sum
    518.2
    best: 528.6 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@1
    61.7
    best: 65.2 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@10
    95.4
    best: 96.7 (CTPR-SGR)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@5
    89.3
    best: 91.2 (CTPR-SGR)

Natural Language Processing7 results

  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@1
    77.5
    best: 80.9 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@10
    98.4
    best: 99 (UGNCL)
  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@5
    95.9
    best: 97.2 (UGNCL)
  • Cross-Modal RetrievalonCOCO-Noisy
    R-Sum
    518.2
    best: 528.6 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@1
    61.7
    best: 65.2 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@10
    95.4
    best: 96.7 (CTPR-SGR)
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@5
    89.3
    best: 91.2 (CTPR-SGR)