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Table 2 Hits@1

From: Relation prediction in knowledge graph by Multi-Label Deep Neural Network

  hits@1
Method FB15k WN18 WD40k WD40k_nl
  raw filt raw filt raw filt raw filt
TransE 0.651 0.843 0.586 0.586 0.201 0.205 - -
TransR 0.421 0.502 0.713 0.714 0.0951 0.0981 - -
PTransE 0.695 0.936 - - 0.858 0.890 0.863 0.893
DKRL 0.685 0.872 - - - - - -
KGML (α=1.0) 0.725 0.943 0.975 0.980 0.873 0.907 0.907 0.908
KGML (α=0.5) 0.725 0.933 0.972 0.977 0.877 0.911 0.910 0.911
KGML (α=0.0) 0.667 0.963 0.975 0.979 0.879 0.914 0.914 0.916
  1. Underlining in the table means the best accuracy in each method