Temporal Knowledge Graph Completion on GDELT v1 (test)
0.36MRRSPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPAType=NAS2022.10 | 0.36 | 28.2 | 38.4 | 51 | |
| RandomType=NAS2022.10 | 0.353 | 27.1 | 37.9 | 51.1 | |
| BoxTEType=Human-designed2022.10 | 0.352 | 26.9 | 37.7 | 51.1 | |
| TeMP-GRUType=Human-designed2022.10 | 0.275 | 19.1 | 29.7 | 43.7 | |
| TeMP-SAType=Human-designed2022.10 | 0.232 | 15.2 | 24.5 | 37.7 | |
| DE-SimplEType=Human-designed2022.10 | 0.23 | 14.1 | 24.8 | 40.3 | |
| ComplExType=Human-designed2022.10 | 0.213 | 13.3 | 22.5 | 36.6 | |
| DistMultType=Human-designed2022.10 | 0.21 | 13.3 | 22.4 | 36.5 | |
| SimplEType=Human-designed2022.10 | 0.206 | 12.4 | 22 | 36.6 | |
| TA-DistMultType=Human-designed2022.10 | 0.206 | 12.4 | 21.9 | 36.5 | |
| TransEType=Human-designed2022.10 | 0.155 | 6 | 17.8 | 33.5 | |
| HyTEType=Human-designed2022.10 | 0.118 | 0 | 16.5 | 32.6 | |
| TTransEType=Human-designed2022.10 | 0.115 | 0 | 16 | 31.8 |