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Knowledge Graph Reasoning on FB15k-237

36.2MRR

RulE

Updated 4d ago

Evaluation Results

Method	Links
RulE 2022.10		36.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	26.6	40	55.3
TuckER 2022.10		35.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	26.6	39.4	54.4
RNNLogic+ 2022.10		35.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	26.2	39.3	54.6
Naive Combination 2022.10		35	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	26.2	38.7	53.1
RNNLogic+ 2022.10		34.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	25.8	38.5	53.3
RulE 2022.10		34.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	25.1	38.5	53.4
DRUM 2022.10		34.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	25.5	37.8	51.6
RulE 2022.10		33.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	24.1	37.6	53.3
RotatE 2022.10		33.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	23.9	37.4	53.2
RulE 2022.10		33.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	24.9	36.9	50.4
RNNLogic+ 2022.10		33	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	24.3	36.3	50.2
TransE 2022.10		32.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	23	36.9	52.8
ConvE 2022.10		32.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	23.7	35.6	50.1
NCRL 2022.10		30	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	20.9	-	47.3
RNNLogic+ 2022.10		29.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	21.5	32.8	46.4
ComplEx 2022.10		24.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	15.8	27.5	42.8
DistMult 2022.10		24.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	15.5	26.3	41.9
Neural-LP 2022.10		23.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	17.3	25.9	36.2
PathRank 2022.10		8.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	7.4	9.2	11.2
GammaE 2023.05		-	43.2	13.2	11	33.5	47.9	27.2	15.9	15.4	11.3	6.7	9.4	8.6	4.8	4.4	24.3	6.8	-	-	-
WFRE 2023.05		-	44.1	13.4	11.1	35.1	50.1	27.4	17.2	13.9	10.9	6.9	11.2	8.5	5	4.3	24.8	7.2	-	-	-