Masked Entity Prediction on ICEWS05-15 standard (test) benchmark leaderboard · SOTA2 Research

Masked Entity Prediction on ICEWS05-15 standard (test)

53.13MRRCognTKE

Evaluation Results

Method	Links
CognTKE2026.02		53.13	42.62	59.42	72.7
HisMatch2026.02		52.85	42.01	59.05	73.28
NADEx2026.02		52.17	43.38	60.75	71.93
THCN2026.02		51.94	40.32	57.79	72.18
LogiQ2026.02		51.04	40.71	57.55	71
CRAFT2026.02		50.14	39.56	56.18	70.09
TiRGN2026.02		50.04	39.25	56.13	70.71
DiffuTKG2026.02		48.97	39.8	56.92	69.84
RE-GCN2026.02		48.03	37.33	53.85	68.27
TITer2026.02		47.69	37.95	52.92	65.81
RETIA2026.02		47.26	36.64	52.9	67.76
CEN2026.02		46.84	36.38	52.45	67.01
RE-NET2026.02		43.32	33.43	47.77	63.06
CENET2026.02		41.95	32.17	46.93	60.43
CyGNet2026.02		36.81	26.61	41.63	56.22
DE-SimplE2026.02		35.02	25.91	38.99	52.75
ConvE2026.02		33.81	24.78	39	54.95
RotatE2026.02		24.71	13.22	29.04	48.16
TA-DistMult2026.02		24.31	14.58	27.92	44.21
DisMult2026.02		17.95	13.12	20.71	29.32
TTransE2026.02		15.57	4.8	19.24	38.29