Link Prediction on Kinship benchmark leaderboard · SOTA2 Research

Link Prediction on Kinship

0.864MRRAcrE

Evaluation Results

Method	Links
AcrE2020.10		0.864	0.787	0.931	0.987
AcrE2020.10		0.864	0.785	0.939	0.984
HAKE2020.10		0.852	0.769	0.928	0.98
RotatE2020.10		0.843	0.76	0.919	0.978
ConvE2020.10		0.833	0.738	0.917	0.981
ComplEx2020.10		0.823	0.733	0.899	0.971
CoKE2020.10		0.793	0.693	0.878	0.954
CompGCN2020.10		0.778	0.667	0.868	0.967
InteractE2020.10		0.777	0.664	0.87	0.959
CTP2020.07		0.764	0.646	0.859	0.958
GNTP2019.12		0.759	0.642	0.85	0.959
GNTP2020.07		0.759	0.642	0.85	0.959
SimplE2020.10		0.752	0.626	0.854	0.972
MINERVA2019.12		0.72	0.605	0.812	0.924
MINERVA2020.07		0.72	0.605	0.812	0.924
GNTP2019.12		0.719	0.586	0.815	0.958
GNTP2020.07		0.719	0.586	0.815	0.958
LERP2023.05		0.643	0.499	0.735	0.931
RNNLogic2023.05		0.639	0.495	0.731	0.924
Neural-LP2019.10		0.62	0.48	0.69	0.91
NeuralLP2019.12		0.619	0.475	0.707	0.912
NeuralLP2020.07		0.619	0.475	0.707	0.912
ConvKB2020.10		0.614	0.436	0.755	0.953
Neural-LP2019.10		0.61	0.46	0.68	0.89
DRUM-42019.10		0.61	0.46	0.71	0.91
DRUM-42019.10		0.6	0.44	0.69	0.92
DRUM-12019.10		0.57	0.43	0.66	0.88
DRUM2023.05		0.534	0.367	0.628	0.885
DRUM-12019.10		0.51	0.34	0.59	0.85
Boosted RDN2023.05		0.469	0.395	0.52	0.567
MINERVA2023.05		0.401	0.235	0.467	0.766
PathRank2023.05		0.369	0.272	0.416	0.673
MLN2023.05		0.351	0.189	0.408	0.707
NTP2019.12		0.35	0.24	0.37	0.57
NeuralLP2023.05		0.302	0.167	0.339	0.596
R-GCN2020.10		0.109	0.03	0.088	0.239