MDE

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 PredictiononFB15k
Hits@10· 2019-05-25
0.857
best: 0.91 (ComplEx-N3 (reciprocal))
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702
Link PredictiononFB15k
MR· 2019-05-25
49
best: 82 (ComplEx NSCaching)
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702
Link PredictiononFB15k
MRR· 2019-05-25
0.652
best: 0.86 (ComplEx-N3 (reciprocal))
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702
Link PredictiononWN18
Hits@10· 2019-05-25
0.956
best: 0.964 (Inverse Model)
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702
Link PredictiononWN18
MR· 2019-05-25
118
best: 1072 (ComplEx NSCaching)
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702
Link PredictiononWN18
MRR· 2019-05-25
0.871
best: 0.963 (Inverse Model)
MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs arXiv:1905.10702