Knowledge Graph Completion on MKG-Y benchmark leaderboard · SOTA2 Research

Knowledge Graph Completion on MKG-Y

43.72MRRTOFU

Evaluation Results

Method	Links
TOFU2026.02		43.72	40.5	45.25	49.77
LMBKGC2026.02		40.03	33.89	43.11	50.81
M-Hyper2025.09		39.46	36.02	40.92	45.22
NATIVE2026.02		39.21	35.03	41.21	46.25
SNAG2026.02		39.1	34.7	41.08	46.7
MCKGC2026.02		38.92	35.49	40.57	45.21
MyGO2026.02		38.44	35.01	39.84	44.19
MyGO2025.09		38.44	35.01	39.84	44.19
APKGC2026.02		38.41	34.52	40.27	45.02
AdaMF2026.02		38.06	33.49	40.44	45.48
AdaMF2025.09		38.06	33.49	40.44	45.48
MoMoK2026.02		37.91	35.09	39.2	43.2
MoMoK2025.09		37.91	35.09	39.2	43.2
VBKGC2026.02		37.04	33.76	38.75	42.3
VBKGC2025.09		37.04	33.76	38.75	42.3
MMKRL2026.02		36.81	31.66	39.79	45.31
BiQUE*2025.09		36.74	34.82	38.25	42.16
MoSE2025.09		36.28	33.64	37.47	40.81
QuatE*2025.09		36.01	30.53	38.84	43.68
MMRNS2026.02		35.93	30.53	39.07	45.47
MMRNS2025.09		35.93	30.53	39.07	45.47
K-ON2026.02		35.83	32.56	37.34	42.45
K-ON*2025.09		35.83	32.56	37.34	42.45
IMF2026.02		35.79	32.95	37.14	40.63
IMF2025.09		35.79	32.95	37.14	40.63
OTKGE2026.02		35.51	31.97	37.18	41.38
OTKGE2025.09		35.51	31.97	37.18	41.38
RotatE2025.09		34.95	29.1	38.35	45.3
DualE*2025.09		34.95	29.77	38.44	43.12
RSME2026.02		34.44	31.78	36.07	39.09
QEB2026.02		34.37	29.49	36.95	42.32
QEB2025.09		34.37	29.49	36.95	42.32
TBKGC2026.02		33.99	30.47	35.27	40.07
IKRL2026.02		33.22	30.37	34.28	38.26
IKRL2025.09		33.22	30.37	34.28	38.26
TransE2025.09		30.73	23.45	35.18	43.37
VISTA2026.02		30.45	24.87	32.39	41.53
VISTA2025.09		30.45	24.87	32.39	41.53
MANS2026.02		29.03	25.25	31.35	34.49
ComplEx2025.09		28.71	22.26	32.12	40.93
TransAE2026.02		28.1	25.31	29.1	33.03
TransAE2025.09		28.1	25.31	29.1	33.03