Translating Embeddings for Modeling Multi-relational Data

Benchmark Model Rank Results
link-prediction-on-fb122TransE#5HITS@3: 58.9Hits@5: 64.2Hits@10: 70.2MRR: 48.0
link-prediction-on-fb15kTransE#18Hits@10: 0.471MR: 125
link-prediction-on-fb15k-237TransE#46Hits@1: 0.1987Hits@10: .4709MRR: 0.2904
link-prediction-on-umlsTransE#8Hits@10: 0.989MR: 1.84
link-prediction-on-wn18TransE#27Hits@10: 0.754MR: 263
link-prediction-on-wn18rrTransE#41Hits@10: 0.5555Hits@1: 0.4226MRR: 0.4659