Link Prediction on WIKI (Hits@K and MRR)
79.85Hits@1TPAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPARinference_setting=Extrapolation2024.05 | 79.85 | 87.04 | 88.96 | 83.2 | |
| TIRGNinference_setting=Extrapolation2024.05 | 77.77 | 85.12 | 87.08 | 81.65 | |
| RPCinference_setting=Extrapolation2024.05 | 76.28 | 85.43 | 88.71 | 81.18 | |
| CENinference_setting=Extrapolation2024.05 | 75.05 | 81.9 | 84.9 | 78.93 | |
| RE-GCNinference_setting=Extrapolation2024.05 | 74.5 | 81.59 | 84.7 | 78.53 | |
| TITerinference_setting=Extrapolation2024.05 | 71.7 | 75.41 | 76.96 | 73.91 | |
| XERTEinference_setting=Extrapolation2024.05 | 69.05 | 78.03 | 79.73 | 73.6 | |
| HypeTKG2024.11 | 63.3 | 71 | 78.9 | 68.7 | |
| UniHR2024.11 | 62.6 | 71.6 | 79.2 | 69.2 | |
| GRAN2024.11 | 61 | 67.9 | 75 | 66.1 | |
| TANGOinference_setting=Extrapolation2024.05 | 51.52 | 53.84 | 55.46 | 53.04 | |
| HGE2024.11 | 50.7 | 66.6 | 76.5 | 60.2 | |
| RE-NETinference_setting=Extrapolation2024.05 | 50.01 | 61.23 | 73.57 | 58.32 | |
| StarE2024.11 | 49.1 | 59.9 | 70.3 | 56.5 | |
| CyGNeTinference_setting=Extrapolation2024.05 | 47.89 | 66.44 | 78.7 | 58.78 | |
| HyNT2024.11 | 44.4 | 58.7 | 72.3 | 53.7 |