KG-BERT

Reported on 6 benchmarks across 1 task · 1 paper

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

Graphs6 results

Link PredictiononUMLS
Hits@10· 2019-09-07
0.99
best: 1 (LP-BERT)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193
Link PredictiononUMLS
MR· 2019-09-07
1.47
best: 5.52 (DistMult)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193
Link PredictiononWN18RR
Hits@10· 2019-09-07
0.524
best: 0.881 (MoCoKGC)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193
Link PredictiononWN18RR
MR· 2019-09-07
97
best: 13526 (Inverse Model)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193
Link PredictiononFB15k-237
Hits@10· 2019-09-07
0.42
best: 0.599 (NBFNet)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193
Link PredictiononFB15k-237
MR· 2019-09-07
153
best: 7030 (Inverse Model)
KG-BERT: BERT for Knowledge Graph Completion arXiv:1909.03193