Temporal Knowledge Graph Prediction on ICEWS05-15 (test) benchmark leaderboard · SOTA2 Research

Temporal Knowledge Graph Prediction on ICEWS05-15 (test)

39Hits@1InternLM2-7B-ONSEP

Evaluation Results

Method	Links
InternLM2-7B-ONSEP2024.08		39	—	55.1	66.8
InternLM2-7B-ONSEP2024.08		38.6	—	54.6	66.2
TITer2024.08		38.3	—	52.8	64.9
TiRGN + CoH2024.02		38.01	49.71	56.4	71.25
XERTE2024.08		37.8	—	52.3	63.9
RE-GCN + CoH2024.02		37.53	47.98	54.94	70.68
RE-GCN2024.08		37.3	—	53.9	68.5
TiRGN + ICL2024.02		37.25	49.15	55.73	70.9
TiRGN2024.02		36.87	48.5	55.19	70.27
RE-GCN + ICL2024.02		36.16	47.87	54.24	69.43
InternLM2-7B-ICL2024.08		35.9	—	52	65.9
RE-GCN2024.02		35.5	46.89	53.33	68.4
InternLM2-7B-ICL2024.08		35.3	—	50.7	64.7
RE-NET + CoH2024.02		34.99	46.37	53.13	67.71
RE-NET + ICL2024.02		33.98	45.12	52.09	66.23
RE-NET2024.08		33.6	—	48.8	62.7
RE-NET2024.02		33.22	44.05	51.23	65.02
CyGNet2024.08		29.4	—	46.1	61.6
CoH2024.02		27.72	37.51	47.17	59.58
ICL2024.02		25.18	35.34	43.92	56.24