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Models/QuatDE

QuatDE

Reported on 15 benchmarks across 1 task · 1 paper · 1 SOTA

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

Graphs15 results

Link PredictiononFB15k-237
Hits@10· 2021-05-19
0.563
best: 0.599 (NBFNet)
SOTA
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18RR
Hits@1· 2021-05-19
0.438
best: 0.665 (MoCoKGC)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18RR
Hits@10· 2021-05-19
0.586
best: 0.881 (MoCoKGC)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18RR
Hits@3· 2021-05-19
0.509
best: 0.792 (MoCoKGC)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18RR
MR· 2021-05-19
1977
best: 13526 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18RR
MRR· 2021-05-19
0.489
best: 0.742 (MoCoKGC)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18
Hits@1· 2021-05-19
0.944
best: 0.953 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18
Hits@10· 2021-05-19
0.961
best: 0.964 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18
Hits@3· 2021-05-19
0.954
best: 0.964 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18
MR· 2021-05-19
120
best: 1072 (ComplEx NSCaching)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononWN18
MRR· 2021-05-19
0.95
best: 0.963 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononFB15k-237
Hits@1· 2021-05-19
0.268
best: 0.321 (NBFNet)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononFB15k-237
Hits@3· 2021-05-19
0.4
best: 0.454 (NBFNet)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononFB15k-237
MR· 2021-05-19
90
best: 7030 (Inverse Model)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002
Link PredictiononFB15k-237
MRR· 2021-05-19
0.365
best: 0.415 (NBFNet)
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion arXiv:2105.09002