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Models/CTPR-SGR

CTPR-SGR

Reported on 42 benchmarks across 3 tasks

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

Miscellaneous28 results

  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Image-to-text R@1
    79.8
    best: 80.9 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Image-to-text R@10
    98.9
    best: 99 (UGNCL)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Image-to-text R@5
    96.6
    best: 97.2 (UGNCL)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    R-Sum
    527
    best: 528.6 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@1
    63.8
    best: 65.2 (ReCon)
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@10
    96.7
  • Image Retrieval with Multi-Modal QueryonCOCO-Noisy
    Text-to-image R@5
    91.2
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Image-to-text R@1
    76.2
    best: 80.3 (ReCon)
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Image-to-text R@10
    98.3
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Image-to-text R@5
    95.8
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    R-Sum
    508.7
    best: 511.8 (ReCon)
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Text-to-image R@1
    60.5
    best: 61.6 (ReCon)
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Text-to-image R@10
    92.7
  • Image Retrieval with Multi-Modal QueryonFlickr30K-Noisy
    Text-to-image R@5
    85.2
    best: 85.5 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@1
    79.8
    best: 80.9 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@10
    98.9
    best: 99 (UGNCL)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Image-to-text R@5
    96.6
    best: 97.2 (UGNCL)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    R-Sum
    527
    best: 528.6 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@1
    63.8
    best: 65.2 (ReCon)
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@10
    96.7
  • Cross-Modal Information RetrievalonCOCO-Noisy
    Text-to-image R@5
    91.2
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Image-to-text R@1
    76.2
    best: 80.3 (ReCon)
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Image-to-text R@10
    98.3
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Image-to-text R@5
    95.8
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    R-Sum
    508.7
    best: 511.8 (ReCon)
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Text-to-image R@1
    60.5
    best: 61.6 (ReCon)
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Text-to-image R@10
    92.7
  • Cross-Modal Information RetrievalonFlickr30K-Noisy
    Text-to-image R@5
    85.2
    best: 85.5 (ReCon)

Natural Language Processing14 results

  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@1
    79.8
    best: 80.9 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@10
    98.9
    best: 99 (UGNCL)
  • Cross-Modal RetrievalonCOCO-Noisy
    Image-to-text R@5
    96.6
    best: 97.2 (UGNCL)
  • Cross-Modal RetrievalonCOCO-Noisy
    R-Sum
    527
    best: 528.6 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@1
    63.8
    best: 65.2 (ReCon)
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@10
    96.7
  • Cross-Modal RetrievalonCOCO-Noisy
    Text-to-image R@5
    91.2
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Image-to-text R@1
    76.2
    best: 80.3 (ReCon)
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Image-to-text R@10
    98.3
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Image-to-text R@5
    95.8
  • Cross-Modal RetrievalonFlickr30K-Noisy
    R-Sum
    508.7
    best: 511.8 (ReCon)
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Text-to-image R@1
    60.5
    best: 61.6 (ReCon)
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Text-to-image R@10
    92.7
  • Cross-Modal RetrievalonFlickr30K-Noisy
    Text-to-image R@5
    85.2
    best: 85.5 (ReCon)