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Models/CAG

CAG

Reported on 22 benchmarks across 2 tasks · 1 paper

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

Speech11 results

DialogueonVisDial v0.9 val
MRR· 2020-04-05
0.6756
best: 68.92 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisDial v0.9 val
Mean Rank· 2020-04-05
3.75
best: 5.84 (HieCoAtt-QI)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisDial v0.9 val
R@1· 2020-04-05
54.64
best: 55.16 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisDial v0.9 val
R@10· 2020-04-05
91.48
best: 92.95 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisDial v0.9 val
R@5· 2020-04-05
83.72
best: 86.26 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
MRR (x 100)· 2020-04-05
63.49
best: 71.24 (MRR ensemble (Naive))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
Mean· 2020-04-05
4.11
best: 49.61 (qqhe)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
NDCG (x 100)· 2020-04-05
56.64
best: 78.7 (Single)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
R@1· 2020-04-05
49.85
best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
R@10· 2020-04-05
90.15
best: 95.08 (Ensemble FGA + BERT)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
DialogueonVisual Dialog v1.0 test-std
R@5· 2020-04-05
80.63
best: 88.42 (Ensemble FGA + BERT)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194

Computer Vision11 results

Visual DialogonVisDial v0.9 val
MRR· 2020-04-05
0.6756
best: 68.92 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisDial v0.9 val
Mean Rank· 2020-04-05
3.75
best: 5.84 (HieCoAtt-QI)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisDial v0.9 val
R@1· 2020-04-05
54.64
best: 55.16 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisDial v0.9 val
R@10· 2020-04-05
91.48
best: 92.95 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisDial v0.9 val
R@5· 2020-04-05
83.72
best: 86.26 (9xFGA (VGG))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
MRR (x 100)· 2020-04-05
63.49
best: 71.24 (MRR ensemble (Naive))
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
Mean· 2020-04-05
4.11
best: 49.61 (qqhe)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
NDCG (x 100)· 2020-04-05
56.64
best: 78.7 (Single)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
R@1· 2020-04-05
49.85
best: 58.3 (2 Step: Factor Graph Attention + VD-Bert)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
R@10· 2020-04-05
90.15
best: 95.08 (Ensemble FGA + BERT)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194
Visual DialogonVisual Dialog v1.0 test-std
R@5· 2020-04-05
80.63
best: 88.42 (Ensemble FGA + BERT)
Iterative Context-Aware Graph Inference for Visual Dialog arXiv:2004.02194