Temporal Knowledge Graph extrapolation on ICEWS 14 benchmark leaderboard · SOTA2 Research

Temporal Knowledge Graph extrapolation on ICEWS 14

0.601MRROntoTKGE

Evaluation Results

Method	Links
OntoTKGE2026.04		0.601	0.476	0.838
OntoTKGE2026.04		0.597	0.472	0.839
OntoTKGE2026.04		0.562	0.438	0.798
OntoTKGE2026.04		0.554	0.426	0.797
OntoTKGE2026.04		0.541	0.415	0.782
LLM-DA2026.04		0.5	0.396	0.694
LLM-DA2026.04		0.496	0.377	0.719
HisRES2026.04		0.495	0.385	0.693
JOIE2026.04		0.494	0.382	0.69
HyperCL2026.04		0.492	0.381	0.688
JOIE2026.04		0.488	0.372	0.714
HyperCL2026.04		0.488	0.371	0.715
LogCL2026.04		0.485	0.368	0.715
LLM-DA2026.04		0.471	0.369	0.671
LLM-DA2026.04		0.461	0.356	0.662
JOIE2026.04		0.452	0.343	0.664
HyperCL2026.04		0.452	0.343	0.663
ANEL2026.04		0.447	0.344	0.646
TiRGN2026.04		0.446	0.343	0.647
ANEL2026.04		0.432	0.329	0.631
HyperCL2026.04		0.427	0.326	0.627
JOIE2026.04		0.423	0.322	0.62
JOIE2026.04		0.423	0.317	0.63
RE-GCN2026.04		0.422	0.319	0.62
RETIA2026.04		0.422	0.32	0.624
HyperCL2026.04		0.42	0.317	0.624
LLM-DA2026.04		0.408	0.312	0.602