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Knowledge Graph Completion on SNOMED CT Core

264Mean Rank

BERT-ResNet + Ranking Ensemble

Updated 4d ago

Evaluation Results

Method	Links
BERT-ResNet + Ranking Ensemble 2021.06		264	57.6	50.3	61.9	69.1
BERT-ResNet + KD and RE 2021.06		264	57.7	50.1	62.3	69.1
BERT-DeepConv 2021.06		265	47.9	37.4	53.2	68.5
BERT-ResNet 2021.06		265	49.2	38.9	54.4	69.1
BERT-ResNet + Re-ranking 2021.06		265	56.2	48.2	60.8	69.1
BERT-ResNet + Knowledge Distillation 2021.06		265	56.6	48.7	61.4	69.1
BERT-ConvE 2021.06		414	38.3	27.7	43	59.1
BERT-ConvTransE 2021.06		514	37.3	27.3	41.7	56.8
ConvTransE 2021.06		3,585	29	21.3	32.1	44.2
ConvE 2021.06		3,739	27.1	19.1	30.3	42.9
ComplEx 2021.06		3,903	30.2	22.4	33.2	45.6
DistMult 2021.06		5,146	29.3	22.6	31.8	42.6