Temporal Knowledge Graph Reasoning on YAGO (test) benchmark leaderboard · SOTA2 Research

Temporal Knowledge Graph Reasoning on YAGO (test)

0.8788Hits@1G2S

Evaluation Results

Method	Links
G2S2025.05		0.8788	—	0.9089	0.9093
G2S_GL(R) w. WIKI2025.05		0.8607	—	0.9082	0.9102
TITer2025.05		0.845	—	0.908	0.912
XERTE2025.05		0.842	—	0.902	0.912
G2S_GL(F)2025.05		0.815	—	0.8754	0.9079
G2S_GL(F+Map)2025.05		0.81	—	0.8705	0.9076
G2S_GL(R)2025.05		0.804	—	0.8732	0.9086
GenTKG2025.05		0.7915	—	0.83	0.8425
RE-GCN2025.05		0.787	—	0.842	0.884
GPT-NeoX-ICL2025.05		0.787	—	0.892	0.926
GPT-NeoX-ICL2025.05		0.784	—	0.891	0.927
Frequency2025.05		0.766	—	0.859	0.921
TLogic2025.05		0.74	—	0.789	0.791
llama2-ICL2025.05		0.677	—	0.79	0.818
llama2-ICL2025.05		0.677	—	0.79	0.818
TANGO2025.05		0.59	—	0.646	0.677
llama3-ICL2025.05		0.569	—	0.579	0.579
llama3-ICL2025.05		0.569	—	0.579	0.579
MetaTKGR2022.10		0.284	0.356	0.372	0.526
MetaDyGNN2022.10		0.265	0.316	0.332	0.496
RE-NET2022.10		0.22	0.233	0.281	0.39
I-GEN2022.10		0.216	0.237	0.291	0.402
T-GEN2022.10		0.2	0.26	0.278	0.379
RotatE2022.10		0.162	0.21	0.244	0.359
LAN2022.10		0.144	0.2	0.209	0.31
TransR2022.10		0.14	0.198	0.217	0.312
TransE2022.10		0.139	0.193	0.204	0.304