Temporal Knowledge Graph Completion on ICEWS05-15 v1 (test)
71.3MRRSPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPAType=NAS2022.10 | 71.3 | 58 | 82 | 93.3 | |
| RandomType=NAS2022.10 | 70.1 | 58 | 78.8 | 91.7 | |
| TeMP-GRUType=Human-designed2022.10 | 69.1 | 56.6 | 78.2 | 91.7 | |
| TeMP-SAType=Human-designed2022.10 | 68 | 55.3 | 76.9 | 91.3 | |
| TeLMType=Human-designed2022.10 | 67.8 | 59.9 | 72.8 | 82.3 | |
| ChronoRType=Human-designed2022.10 | 67.5 | 59.6 | 72.3 | 82 | |
| TNTComplExType=Human-designed2022.10 | 67 | 59 | 71 | 81 | |
| T-GAPType=Human-designed2022.10 | 67 | 56.8 | 74.3 | 84.5 | |
| BoxTEType=Human-designed2022.10 | 66.7 | 58.2 | 71.9 | 82 | |
| TIMEPLEXType=Human-designed2022.10 | 64 | 54.5 | — | 81.8 | |
| DE-SimplEType=Human-designed2022.10 | 51.3 | 39.2 | 57.8 | 74.8 | |
| SimplEType=Human-designed2022.10 | 47.8 | 35.9 | 53.9 | 70.8 | |
| TA-DistMultType=Human-designed2022.10 | 47.4 | 34.6 | — | 72.8 | |
| ComplExType=Human-designed2022.10 | 46.4 | 34.7 | 52.4 | 69.6 | |
| DistMultType=Human-designed2022.10 | 45.7 | 33.8 | 51.5 | 69.1 | |
| TransEType=Human-designed2022.10 | 33 | 15.2 | 44 | 66 | |
| HyTEType=Human-designed2022.10 | 31.6 | 11.6 | 44.5 | 68.1 | |
| TTransEType=Human-designed2022.10 | 27.1 | 8.4 | — | 61.6 |