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Models/InteractE

InteractE

Reported on 11 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.

Graphs11 results

Link PredictiononYAGO3-10
Hits@1· 2019-11-01
0.462
best: 0.514 (MEIM)
SOTA
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononYAGO3-10
Hits@10· 2019-11-01
0.687
best: 0.716 (MEIM)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononYAGO3-10
MRR· 2019-11-01
0.541
best: 0.585 (MEIM)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononWN18RR
Hits@1· 2019-11-01
0.43
best: 0.665 (MoCoKGC)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononWN18RR
Hits@10· 2019-11-01
0.528
best: 0.881 (MoCoKGC)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononWN18RR
MR· 2019-11-01
5202
best: 13526 (Inverse Model)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononWN18RR
MRR· 2019-11-01
0.463
best: 0.742 (MoCoKGC)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononFB15k-237
Hits@1· 2019-11-01
0.263
best: 0.321 (NBFNet)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononFB15k-237
Hits@10· 2019-11-01
0.535
best: 0.599 (NBFNet)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononFB15k-237
MR· 2019-11-01
172
best: 7030 (Inverse Model)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219
Link PredictiononFB15k-237
MRR· 2019-11-01
0.354
best: 0.415 (NBFNet)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions arXiv:1911.00219