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Knowledge Graph Completion on CN-100K

0.569MRR

BERT-ResNet + KD and RE

Updated 4d ago

Evaluation Results

Method	Links
BERT-ResNet + KD and RE 2021.06		0.569	169	0.452	0.647	0.769
BERT-ResNet + Ranking Ensemble 2021.06		0.555	169	0.438	0.623	0.769
BERT-ResNet 2021.06		0.55	169	0.426	0.628	0.769
BERT-DeepConv 2021.06		0.54	161	0.418	0.61	0.772
BERT-ResNet + Knowledge Distillation 2021.06		0.528	169	0.402	0.603	0.769
BERT-Large-ConvTransE 2021.06		0.523	-	0.41	0.585	0.735
BERT-ConvTransE 2021.06		0.458	276	0.34	0.52	0.675
BERT-ConvE 2021.06		0.453	260	0.332	0.521	0.691
BERT-ResNet + Re-ranking 2021.06		0.377	170	0.216	0.437	0.769
ConvE 2021.06		0.209	-	0.14	0.229	0.34
ConvTransE 2021.06		0.187	-	0.079	0.239	0.39
ComplEx 2021.06		0.114	-	0.074	0.125	0.19
DistMult 2021.06		0.09	-	0.045	0.098	0.174