Link Prediction on Kinship (test) benchmark leaderboard · SOTA2 Research

Link Prediction on Kinship (test)

67.18MRRGRiD

Evaluation Results

Method
GRiD2026.05	67.18	—	92.46	—	54.36
RotatE2026.05	66.21	—	94.13	—	50.24
AnyBURL2026.05	65.93	—	91.45	—	52.38
SpeedE2026.05	65.32	—	89.55	—	53.35
RNNLogic2026.05	64.78	—	92.26	—	49.7
NCRL2026.05	64.32	—	92.56	—	49.39
AMIE2026.05	62.99	—	90.06	—	48.83
RLogic2026.05	57.7	—	87.08	—	43.6
NBFNet2026.05	49.54	—	81.07	—	34.43
A*Net2026.05	44.36	—	77.36	—	30.42
ComplEx2026.05	42.12	—	82.11	—	23.56
CompGCN2026.05	40.3	—	75.83	—	26.94
DistMult2026.05	35.23	—	74.23	—	19.22
DRUM2026.05	33.02	—	67.76	—	18.11
ChatRule2026.05	32.52	—	68.74	—	17.51
TransE2026.05	31.23	—	83.22	—	0.93
Neural-LP2026.05	30.17	—	59.34	—	16.6
Link Prediction Model2021.10	0.92	—	99	97	86.7
Link Prediction Model2021.10	0.916	—	98.8	96.4	86.6
generalized graph attention model2019.06	0.904	1.94	98	94.1	85.9
Link Prediction Model2021.10	0.897	—	98.7	95.5	83.5
ConvE2019.06	0.833	2.03	98.14	91.7	73.8
ConvE2017.07	0.83	2	98	92	74
ComplEx2019.06	0.823	2.48	97.11	89.9	73.3
ConvKB2019.06	0.614	3.3	95.3	75.5	43.62
DistMult2019.06	0.516	5.26	86.7	58.1	36.7
TransE2019.06	0.309	6.8	84.1	64.3	0.9
R-GCN2019.06	0.109	25.92	23.9	8.8	3