Open Access

Table 2

Completion result of different language (unit:%)

Language Method Hits@10 Hits@3 Hits@1
TransD 33.1 20.8 1.2
DisMult 30.7 18.6 10.4
HolE 29.9 32.4 27.1
Ja RotatE 35.7 19.0 21.1
TransE 48.5 34.4 21.1
RotatE-booting 56.4 39.8 26.7
TransE-booting 66.1 39.5 26.7
TransE-GCN(TEsm) 58.1 44.5 25.3
RotatE-GCN(TEsm) 83.3 45.3 27.8
TransD 29.6 17.6 3.3
DisMult 29.4 19.9 9.1
HolE 25.5 21.7 12.5
RotatE 29.7 26.7 12.4
En TransE 29.3 16.4 7.1
RotatE-booting 30.3 25.9 12.3
TransE-booting 32.0 21.8 11.7
TransE-GCN(TEsm) 38.3 24.1 11.1
RotatE-GCN(TEsm) 34.7 22.1 13.4
TransD 14.1 22.4 2.7
DisMult 22.9 14.8 8.1
HolE 30.2 27.7 18.3
RotatE 53.9 31.1 21.2
Es TransE 45.0 29.3 13.2
RotatE-booting 60.6 40.4 21.7
TransE-booting 46.3 32.1 17.2
TransE-GCN(TEsm) 52.9 32.9 15.7
RotatE-GCN(TEsm) 60.6 40.7 23.3
TransD 26.4 13.2 5.1
DisMult 25.3 14.1 6.9
HolE 28.1 25.5 19.0
RotatE 55.5 29.4 23.2
Fr TransE 48.8 33.1 17.5
RotatE-booting 60.8 32.1 25.9
TransE-booting 53.3 35.7 19.0
TransE-GCN(TEsm) 56.8 36.8 19.5
RotatE-GCN(TEsm) 66.4 26.6 25.3
TransD 22.4 12.1 3.2
DisMult 11.7 13.1 8.3
HolE 18.3 11.2 4.8
RotatE 36.2 18.8 14.7
El TransE 40.6 21.1 12.6
RotatE-booting 51.2 44.3 27.5
TransE-booting 66.7 41.9 23.4
TransE-GCN(TEsm) 67.1 42.1 23.8
RotatE-GCN(TEsm) 52.5 42.7 23.8

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