Temporal Knowledge Graph entity extrapolation on ICEWS 2018 (test)
60.95Hits@10CHE-TKG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CHE-TKGType=Dual-views2026.05 | 60.95 | 38.77 | 27.58 | |
| AnReType=LLM-based2026.05 | 56.7 | 35.5 | 26 | |
| MESHType=LLM-based2026.05 | 54.12 | 33.96 | — | |
| TempValidType=Path-based2026.05 | 52.33 | 33.5 | 23.91 | |
| INFERType=Path-based2026.05 | 51.52 | 32.22 | 22.39 | |
| TR-RulesType=Path-based2026.05 | 48.92 | 30.41 | 21.1 | |
| TLogicType=Path-based2026.05 | 48.53 | 29.82 | 20.54 | |
| GenTKGType=LLM-based2026.05 | 42.1 | — | 24.25 |