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Models/5xFGA (F-RCNNx101)

5xFGA (F-RCNNx101)

Reported on 12 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Speech6 results

  • DialogueonVisual Dialog v1.0 test-std
    MRR (x 100)· 2019-04-11
    69.3
    best: 71.24 (MRR ensemble (Naive))
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • DialogueonVisual Dialog v1.0 test-std
    R@1· 2019-04-11
    55.65
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • DialogueonVisual Dialog v1.0 test-std
    R@10· 2019-04-11
    94.05
    best: 95.08 (Ensemble FGA + BERT)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • DialogueonVisual Dialog v1.0 test-std
    R@5· 2019-04-11
    86.73
    best: 88.42 (Ensemble FGA + BERT)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • DialogueonVisual Dialog v1.0 test-std
    Mean· 2019-04-11
    3.14
    best: 49.61 (qqhe)
    Factor Graph AttentionarXiv:1904.05880
  • DialogueonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2019-04-11
    57.2
    best: 78.7 (Single)
    Factor Graph AttentionarXiv:1904.05880

Computer Vision6 results

  • Visual DialogonVisual Dialog v1.0 test-std
    MRR (x 100)· 2019-04-11
    69.3
    best: 71.24 (MRR ensemble (Naive))
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • Visual DialogonVisual Dialog v1.0 test-std
    R@1· 2019-04-11
    55.65
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • Visual DialogonVisual Dialog v1.0 test-std
    R@10· 2019-04-11
    94.05
    best: 95.08 (Ensemble FGA + BERT)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • Visual DialogonVisual Dialog v1.0 test-std
    R@5· 2019-04-11
    86.73
    best: 88.42 (Ensemble FGA + BERT)
    SOTA
    Factor Graph AttentionarXiv:1904.05880
  • Visual DialogonVisual Dialog v1.0 test-std
    Mean· 2019-04-11
    3.14
    best: 49.61 (qqhe)
    Factor Graph AttentionarXiv:1904.05880
  • Visual DialogonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2019-04-11
    57.2
    best: 78.7 (Single)
    Factor Graph AttentionarXiv:1904.05880