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

Knowledge Graph Completion on MKG-Y (test)

39.4MRRRADD

Evaluation Results

Method	Links
RADD2026.04		39.4	35.75	40.93	45.87
RADD-S2026.04		38.96	35.32	40.56	45.4
AdaMF-MAT2026.04		38.57	34.34	40.59	45.76
K-ON2026.04		38.1	30.13	42.77	53.59
AdaMF2026.04		38.06	33.49	40.44	45.48
MoMoK2026.04		37.91	35.09	39.2	43.2
VBKGC2026.04		37.04	33.76	38.75	42.3
MMKRL2026.04		36.81	31.66	39.79	45.31
DHNS2026.04		36.49	32.88	38.89	42.95
MoSE2026.04		36.28	33.64	37.47	40.81
MMRNS2026.04		35.93	30.53	39.07	45.47
IMF2026.04		35.79	32.95	37.14	40.63
OTKGE2026.04		35.51	31.97	37.18	41.38
RotatE2026.04		34.95	29.1	38.35	45.3
RSME2026.04		34.44	31.78	36.07	39.09
QEB2026.04		34.37	29.49	36.95	42.32
TBKGC2026.04		33.99	30.47	35.27	40.07
IKRL2026.04		33.22	30.37	34.28	38.26
GC-OTE2026.04		32.95	26.77	36.44	44.08
PairRE2026.04		32.01	25.53	35.83	43.89
TransE2026.04		30.73	23.45	35.18	43.37
VISTA2026.04		30.45	24.87	32.39	41.53
MANS2026.04		29.03	25.25	31.35	34.49
ComplEx2026.04		28.94	23.11	31.07	43.48
TransAE2026.04		28.1	25.31	29.1	33.03
MKGL2026.04		27.14	18.68	30.39	43.87
TransD2026.04		26.39	17.01	33.05	40.41
DistMult2026.04		25.04	19.32	27.8	39.95
KBGAN2026.04		24.26	20.68	25.68	29.16