KBGAN (TransD + ComplEx)

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 PredictiononWN18RR
Hits@10· 2017-11-11
0.469
best: 0.881 (MoCoKGC)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071
Link PredictiononWN18RR
MRR· 2017-11-11
0.215
best: 0.742 (MoCoKGC)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071
Link PredictiononWN18
Hits@10· 2017-11-11
0.948
best: 0.964 (Inverse Model)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071
Link PredictiononWN18
MRR· 2017-11-11
0.779
best: 0.963 (Inverse Model)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071
Link PredictiononFB15k-237
Hits@10· 2017-11-11
0.458
best: 0.599 (NBFNet)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071
Link PredictiononFB15k-237
MRR· 2017-11-11
0.277
best: 0.415 (NBFNet)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings arXiv:1711.04071