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Link Prediction on WN18RR filtered (test)

54Hits@10

SACN

Updated 4d ago

Evaluation Results

Method
SACN 2018.11	54	48	43	47	-
Conv-TransE 2018.11	52	47	43	46	-
ComplEx 2018.11	51	46	41	44	-
DistMult 2018.11	49	44	39	43	-
ConvE 2018.11	48	43	39	46	-
C-LMKE 2022.06	0.789	0.671	0.523	0.619	79
MEM-KGC 2022.06	0.704	0.604	0.475	0.557	-
StAR 2022.06	0.647	0.436	0.222	0.364	99
MEM-KGC 2022.06	0.636	0.57	0.473	0.533	-
ROTH 2020.05	0.586	0.514	0.449	0.496	-
ROTE 2020.05	0.585	0.512	0.446	0.494	-
Quaternion 2020.05	0.582	0.508	0.438	0.488	-
HAKE 2022.06	0.582	0.516	0.452	0.497	-
ATTE 2020.05	0.581	0.508	0.443	0.49	-
ComplEx 2019.07	0.579	-	-	0.486	-
ATTH 2020.05	0.573	0.499	0.443	0.486	-
ComplEx 2020.05	0.572	0.495	0.435	0.48	-
RotatE 2019.11	0.571	0.492	0.428	0.476	3,340
RotatE 2020.05	0.571	0.492	0.428	0.476	-
RotatE 2022.06	0.571	0.492	0.428	0.476	3,340
ComplEx 2019.07	0.569	-	-	0.478	-
REFH 2020.05	0.568	0.485	0.404	0.461	-
MurP 2020.05	0.566	0.495	0.44	0.481	-
REFE 2020.05	0.561	0.485	0.43	0.473	-
Pretrain-KGE 2022.06	0.557	-	-	0.235	1,747
MurE 2020.05	0.554	0.487	0.436	0.475	-
ROTH 2020.05	0.553	0.49	0.428	0.472	-
CoKE 2022.06	0.553	0.496	0.45	0.484	-
ATTH 2020.05	0.551	0.484	0.419	0.466	-
COMPGCN 2019.11	0.546	0.494	0.443	0.479	3,533
DistMult 2019.07	0.544	-	-	0.455	-
MuRP 2020.05	0.544	0.484	0.42	0.465	-
SACN 2019.11	0.54	0.48	0.43	0.47	-
ConvR 2019.11	0.537	0.489	0.443	0.475	-
TransE 2022.06	0.532	0.441	0.043	0.243	2,300
ROTE 2020.05	0.529	0.477	0.426	0.463	-
ATTE 2020.05	0.526	0.471	0.419	0.456	-
TuckER 2020.05	0.526	0.482	0.443	0.47	-
TuckER 2022.06	0.526	0.482	0.443	0.47	-
MurE 2020.05	0.525	0.471	0.421	0.458	-
ConvKB 2019.11	0.524	0.417	0.057	0.249	3,324
KG-BERT 2022.06	0.524	0.302	0.041	0.216	97
HypER 2019.11	0.522	0.477	0.436	0.465	5,798
REFE 2020.05	0.521	0.47	0.419	0.455	-
ConvE 2019.11	0.52	0.44	0.4	0.43	4,187
ConvE 2020.05	0.52	0.44	0.4	0.43	-
REFH 2020.05	0.518	0.464	0.408	0.447	-
ComplEx 2019.11	0.51	0.46	0.41	0.44	5,261
ComplEx 2022.06	0.51	0.46	0.41	0.44	5,261
TransE 2019.11	0.501	-	-	0.226	3,384
RotatE 2020.05	0.491	0.417	0.33	0.387	-
DistMult 2019.07	0.49	-	-	0.43	-
DistMult 2019.11	0.49	0.44	0.39	0.43	5,110
DistMult 2020.05	0.49	0.44	0.39	0.43	-
DistMult 2022.06	0.49	0.44	0.39	0.43	5,110
KBGAN 2019.11	0.472	-	-	0.214	-
ComplEx-N3 2020.05	0.46	0.42	0.39	0.42	-