Entity Alignment on DICEWS-1K Normal Setting (10% seeds) (test)
95.3H@1DualMatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DualMatchTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 95.3 | 97.3 | 0.961 | |
| DualMatch (unsup)Temporal awareness setting=Time-Aware, Supervision setting=Unsupervised2023.02 | 94.6 | 97.1 | 0.956 | |
| TREATemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 91.4 | 96.6 | 0.933 | |
| TEA-GNNTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 88.7 | 94.7 | 0.911 | |
| RREATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 72.2 | 88.3 | 0.78 | |
| Dual-AMNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 71.6 | 89.3 | 0.779 | |
| MRAEATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 67.5 | 87 | 0.745 | |
| HyperKATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 58.8 | 84.2 | 0.669 | |
| KE-GCNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 54.9 | 82.7 | 0.65 | |
| MuGNNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 52.5 | 79.4 | 0.617 | |
| AlignETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 50.8 | 75.1 | 0.593 | |
| GCN-AlignTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 20.4 | 46.6 | 0.291 | |
| JAPETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 14.4 | 29.8 | 0.198 | |
| MTransETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 10.1 | 24.1 | 0.15 |