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Models/LineaRE

LineaRE

Reported on 20 benchmarks across 1 task · 1 paper · 2 SOTA

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

Graphs20 results

Link PredictiononFB15k
Hits@1· 2020-04-21
0.805
SOTA
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k
Hits@3· 2020-04-21
0.867
SOTA
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k
Hits@10· 2020-04-21
0.906
best: 0.91 (ComplEx-N3 (reciprocal))
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k
MR· 2020-04-21
36
best: 82 (ComplEx NSCaching)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k
MRR· 2020-04-21
0.843
best: 0.86 (ComplEx-N3 (reciprocal))
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18RR
Hits@1· 2020-04-21
0.453
best: 0.665 (MoCoKGC)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18RR
Hits@10· 2020-04-21
0.578
best: 0.881 (MoCoKGC)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18RR
Hits@3· 2020-04-21
0.509
best: 0.792 (MoCoKGC)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18RR
MR· 2020-04-21
1644
best: 13526 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18RR
MRR· 2020-04-21
0.495
best: 0.742 (MoCoKGC)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18
Hits@1· 2020-04-21
0.947
best: 0.953 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18
Hits@10· 2020-04-21
0.961
best: 0.964 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18
Hits@3· 2020-04-21
0.955
best: 0.964 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18
MR· 2020-04-21
170
best: 1072 (ComplEx NSCaching)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononWN18
MRR· 2020-04-21
0.952
best: 0.963 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k-237
Hits@1· 2020-04-21
0.264
best: 0.321 (NBFNet)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k-237
Hits@10· 2020-04-21
0.545
best: 0.599 (NBFNet)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k-237
Hits@3· 2020-04-21
0.391
best: 0.454 (NBFNet)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k-237
MR· 2020-04-21
155
best: 7030 (Inverse Model)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037
Link PredictiononFB15k-237
MRR· 2020-04-21
0.357
best: 0.415 (NBFNet)
LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction arXiv:2004.10037