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Models/AMAN

AMAN

Reported on 12 benchmarks across 3 tasks

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

Miscellaneous8 results

  • Image Retrieval with Multi-Modal QueryonChEBI-20
    Hits@1
    49.4
    best: 67.4 (CLASS (ORMA))
  • Image Retrieval with Multi-Modal QueryonChEBI-20
    Hits@10
    92.1
    best: 94.1 (Song et al.)
  • Image Retrieval with Multi-Modal QueryonChEBI-20
    Mean Rank
    16.01
    best: 76.43 (DSOKR)
  • Image Retrieval with Multi-Modal QueryonChEBI-20
    Test MRR
    64.7
    best: 77.4 (CLASS (ORMA))
  • Cross-Modal Information RetrievalonChEBI-20
    Hits@1
    49.4
    best: 67.4 (CLASS (ORMA))
  • Cross-Modal Information RetrievalonChEBI-20
    Hits@10
    92.1
    best: 94.1 (Song et al.)
  • Cross-Modal Information RetrievalonChEBI-20
    Mean Rank
    16.01
    best: 76.43 (DSOKR)
  • Cross-Modal Information RetrievalonChEBI-20
    Test MRR
    64.7
    best: 77.4 (CLASS (ORMA))

Natural Language Processing4 results

  • Cross-Modal RetrievalonChEBI-20
    Hits@1
    49.4
    best: 67.4 (CLASS (ORMA))
  • Cross-Modal RetrievalonChEBI-20
    Hits@10
    92.1
    best: 94.1 (Song et al.)
  • Cross-Modal RetrievalonChEBI-20
    Mean Rank
    16.01
    best: 76.43 (DSOKR)
  • Cross-Modal RetrievalonChEBI-20
    Test MRR
    64.7
    best: 77.4 (CLASS (ORMA))