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Models/MN-QIH-D

MN-QIH-D

Reported on 22 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Speech17 results

  • DialogueonVisDial v0.9 val
    R@1· 2016-11-26
    45.55
    best: 55.16 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisDial v0.9 val
    R@10· 2016-11-26
    85.37
    best: 92.95 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisDial v0.9 val
    R@5· 2016-11-26
    76.22
    best: 86.26 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    MRR (x 100)· 2016-11-26
    55.5
    best: 71.24 (MRR ensemble (Naive))
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2016-11-26
    47.5
    best: 78.7 (Single)
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@1· 2016-11-26
    40.98
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@10· 2016-11-26
    83.3
    best: 95.08 (Ensemble FGA + BERT)
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@5· 2016-11-26
    72.45
    best: 88.42 (Ensemble FGA + BERT)
    SOTA
    Visual DialogarXiv:1611.08669
  • DialogueonVisDial v0.9 val
    MRR· 2016-11-26
    0.5965
    best: 68.92 (9xFGA (VGG))
    Visual DialogarXiv:1611.08669
  • DialogueonVisDial v0.9 val
    Mean Rank· 2016-11-26
    5.46
    best: 5.84 (HieCoAtt-QI)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    Mean· 2016-11-26
    5.92
    best: 49.61 (qqhe)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@5· 2016-11-26
    72.3
    best: 88.42 (Ensemble FGA + BERT)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    MRR (x 100)· 2016-11-26
    55.4
    best: 71.24 (MRR ensemble (Naive))
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    Mean· 2016-11-26
    5.95
    best: 49.61 (qqhe)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2016-11-26
    45.3
    best: 78.7 (Single)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@1· 2016-11-26
    40.95
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    Visual DialogarXiv:1611.08669
  • DialogueonVisual Dialog v1.0 test-std
    R@10· 2016-11-26
    82.83
    best: 95.08 (Ensemble FGA + BERT)
    Visual DialogarXiv:1611.08669

Computer Vision17 results

  • Visual DialogonVisDial v0.9 val
    R@1· 2016-11-26
    45.55
    best: 55.16 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisDial v0.9 val
    R@10· 2016-11-26
    85.37
    best: 92.95 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisDial v0.9 val
    R@5· 2016-11-26
    76.22
    best: 86.26 (9xFGA (VGG))
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    MRR (x 100)· 2016-11-26
    55.5
    best: 71.24 (MRR ensemble (Naive))
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2016-11-26
    47.5
    best: 78.7 (Single)
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@1· 2016-11-26
    40.98
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@10· 2016-11-26
    83.3
    best: 95.08 (Ensemble FGA + BERT)
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@5· 2016-11-26
    72.45
    best: 88.42 (Ensemble FGA + BERT)
    SOTA
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisDial v0.9 val
    MRR· 2016-11-26
    0.5965
    best: 68.92 (9xFGA (VGG))
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisDial v0.9 val
    Mean Rank· 2016-11-26
    5.46
    best: 5.84 (HieCoAtt-QI)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    Mean· 2016-11-26
    5.92
    best: 49.61 (qqhe)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@5· 2016-11-26
    72.3
    best: 88.42 (Ensemble FGA + BERT)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    MRR (x 100)· 2016-11-26
    55.4
    best: 71.24 (MRR ensemble (Naive))
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    Mean· 2016-11-26
    5.95
    best: 49.61 (qqhe)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    NDCG (x 100)· 2016-11-26
    45.3
    best: 78.7 (Single)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@1· 2016-11-26
    40.95
    best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
    Visual DialogarXiv:1611.08669
  • Visual DialogonVisual Dialog v1.0 test-std
    R@10· 2016-11-26
    82.83
    best: 95.08 (Ensemble FGA + BERT)
    Visual DialogarXiv:1611.08669