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Models/pRotatE

pRotatE

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 Predictionon FB15k
Hits@1· 2019-02-26
0.75
best: 0.8 (QuatE)
SOTA
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link Predictionon FB15k
MRR· 2019-02-26
0.799
best: 0.861 (AutoKGE)
SOTA
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link Predictionon FB15k
Hits@10· 2019-02-26
0.884
best: 0.914 (AutoKGE)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link Predictionon FB15k
Hits@3· 2019-02-26
0.829
best: 0.859 (QuatE)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link Predictionon FB15k
MR· 2019-02-26
43
best: 2501 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18RR
Hits@1· 2019-02-26
0.417
best: 0.665 (MoCoKGC)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18RR
Hits@10· 2019-02-26
0.552
best: 0.881 (MoCoKGC)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18RR
Hits@3· 2019-02-26
0.479
best: 0.792 (MoCoKGC)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18RR
MR· 2019-02-26
2923
best: 13526 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18RR
MRR· 2019-02-26
0.462
best: 0.742 (MoCoKGC)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18
Hits@1· 2019-02-26
0.942
best: 0.953 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18
Hits@10· 2019-02-26
0.957
best: 0.964 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18
Hits@3· 2019-02-26
0.95
best: 0.964 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18
MR· 2019-02-26
254
best: 1072 (ComplEx NSCaching)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononWN18
MRR· 2019-02-26
0.947
best: 0.963 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononFB15k-237
Hits@1· 2019-02-26
0.23
best: 0.321 (NBFNet)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononFB15k-237
Hits@10· 2019-02-26
0.524
best: 0.599 (NBFNet)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononFB15k-237
Hits@3· 2019-02-26
0.365
best: 0.454 (NBFNet)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononFB15k-237
MR· 2019-02-26
178
best: 7030 (Inverse Model)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197
Link PredictiononFB15k-237
MRR· 2019-02-26
0.328
best: 0.415 (NBFNet)
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space arXiv:1902.10197