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Knowledge Graph Reasoning on WN18RR

67MRR

NCRL

Updated 4d ago

Evaluation Results

Method	Links
NCRL 2022.10		67	56.3	-	85
RulE 2022.10		51.9	47.5	53.8	60.5
RNNLogic+ 2022.10		51.6	46.9	52.8	60.4
RulE 2022.10		51.4	47.3	53.3	59.7
RNNLogic+ 2022.10		51.3	47.1	53.2	59.7
Naive Combination 2022.10		51.2	46.9	53.7	59.7
RulE 2022.10		51	41.4	57.3	68.2
RNNLogic+ 2022.10		50.2	46.1	52.2	58.5
RNNLogic+ 2022.10		48.9	45.3	50.6	56.3
DRUM 2022.10		48.6	42.5	51.3	58.6
RotatE 2022.10		47.6	43.1	49.2	56.2
TuckER 2022.10		47	44.3	48.2	52.6
ComplEx 2022.10		44	41	46	51
Neural-LP 2022.10		43.5	37.1	43.4	56.6
DistMult 2022.10		43	39	44	49
ConvE 2022.10		43	40	44	52
RulE 2022.10		24.2	6.7	37.8	52.6
TransE 2022.10		22.2	1.2	39.9	53
PathRank 2022.10		18.9	17.1	20	22.5