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Knowledge Graph Completion on FB15k-237 Sparse

390MR

BERT-ConvTransE

Updated 1mo ago

Evaluation Results

Method	Links
BERT-ConvTransE 2021.06		390	18.8	12.7	19.9	31
BERT-ConvE 2021.06		408	19	12.8	20	31.5
BERT-ResNet 2021.06		413	19.1	12.8	20.1	31.7
BERT-ResNet + Re-ranking 2021.06		413	19	12.8	20	31.7
BERT-ResNet + Knowledge Distillation 2021.06		413	19.7	13.5	20.9	31.7
BERT-ResNet + Ranking Ensemble 2021.06		413	19.9	13.7	21	31.7
BERT-ResNet + KD and RE 2021.06		413	19.8	13.6	21.1	31.7
BERT-DeepConv 2021.06		422	18.8	12.7	19.7	31.4
ConvE 2021.06		2,263	15.6	10.6	16.5	25.8
ConvTransE 2021.06		2,285	15.3	10.3	16.1	25.5
DistMult 2021.06		3,061	13.6	9.2	14.6	22.3
ComplEx 2021.06		3,333	13.2	9.1	14.3	21.6