Temporal Knowledge Graph Forecasting on ICEWS18 (test)
0.224Hits@1RE-GCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RE-GCNTrain=true2024.08 | 0.224 | 0.368 | 0.527 | — | |
| TITerTrain=true2024.08 | 0.221 | 0.335 | 0.448 | — | |
| XERTETrain=true2024.08 | 0.21 | 0.335 | 0.465 | — | |
| InternLM2-7B-ONSEPTrain=false, history length (L)=2002024.08 | 0.204 | 0.333 | 0.453 | — | |
| InternLM2-7B-ONSEPTrain=false, history length (L)=1002024.08 | 0.2 | 0.324 | 0.443 | — | |
| RE-NETTrain=true2024.08 | 0.197 | 0.326 | 0.485 | — | |
| InternLM2-7B-ICLTrain=false, history length (L)=2002024.08 | 0.177 | 0.3 | 0.447 | — | |
| CyGNetTrain=true2024.08 | 0.172 | 0.31 | 0.469 | — | |
| InternLM2-7B-ICLTrain=false, history length (L)=1002024.08 | 0.172 | 0.289 | 0.434 | — | |
| NADEx2026.02 | 0.1217 | — | — | 19.52 | |
| LogCL2026.02 | 0.1174 | — | — | 18.4 | |
| HisMatch2026.02 | 0.1113 | — | — | 17.51 | |
| RETIA2026.02 | 0.0908 | — | — | 16.62 | |
| DiffuTKG2026.02 | 0.0884 | — | — | 16.48 | |
| CEN2026.02 | 0.082 | — | — | 15.41 | |
| RE-GCN2026.02 | 0.0709 | — | — | 15.08 |