Entity Alignment on WY50K-5K Normal Setting (10% seeds) (test)
98.1H@1DualMatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DualMatchTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 98.1 | 99.6 | 0.986 | |
| DualMatch (unsup)Temporal awareness setting=Time-Aware, Supervision setting=Unsupervised2023.02 | 96.4 | 99.1 | 0.975 | |
| TREATemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 94 | 98.9 | 0.958 | |
| Dual-AMNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 89.7 | 96.4 | 0.922 | |
| TEA-GNNTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 87.9 | 96.1 | 0.909 | |
| RREATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 82.8 | 93.8 | 0.868 | |
| MRAEATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 80.6 | 91.3 | 0.848 | |
| HyperKATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 78.4 | 90 | 0.829 | |
| KE-GCNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 78 | 91 | 0.831 | |
| MuGNNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 76.2 | 89 | 0.808 | |
| AlignETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 75.6 | 88.3 | 0.8 | |
| GCN-AlignTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 51.2 | 71.1 | 0.581 | |
| JAPETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 27.1 | 48.8 | 0.345 | |
| MTransETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 24.2 | 47.7 | 0.322 |