Knowledge Graph Completion on CN-100K benchmark leaderboard · SOTA2 Research

Knowledge Graph Completion on CN-100K

0.569MRRBERT-ResNet + KD and RE

Evaluation Results

Method
BERT-ResNet + KD and RE2021.06	0.569	169	0.452	0.647	0.769
BERT-ResNet + Ranking Ensemble2021.06	0.555	169	0.438	0.623	0.769
BERT-ResNet2021.06	0.55	169	0.426	0.628	0.769
BERT-DeepConv2021.06	0.54	161	0.418	0.61	0.772
BERT-ResNet + Knowledge Distillation2021.06	0.528	169	0.402	0.603	0.769
BERT-Large-ConvTransE2021.06	0.523	—	0.41	0.585	0.735
BERT-ConvTransE2021.06	0.458	276	0.34	0.52	0.675
BERT-ConvE2021.06	0.453	260	0.332	0.521	0.691
BERT-ResNet + Re-ranking2021.06	0.377	170	0.216	0.437	0.769
ConvE2021.06	0.209	—	0.14	0.229	0.34
ConvTransE2021.06	0.187	—	0.079	0.239	0.39
ComplEx2021.06	0.114	—	0.074	0.125	0.19
DistMult2021.06	0.09	—	0.045	0.098	0.174