Entity Alignment on DICEWS-200 Less Seed Setting (test)
95.3H@1DualMatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DualMatchTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 95.3 | 97.4 | 0.961 | |
| TREATemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 91 | 96 | 0.927 | |
| TEA-GNNTemporal awareness setting=Time-Aware, Supervision setting=Supervised2023.02 | 87.6 | 94.1 | 0.902 | |
| Dual-AMNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 66.8 | 85.4 | 0.733 | |
| RREATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 65.9 | 82.4 | 0.719 | |
| MRAEATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 47.6 | 73.3 | 0.564 | |
| HyperKATemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 38.3 | 65.3 | 0.474 | |
| KE-GCNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 37.3 | 62.5 | 0.451 | |
| MuGNNTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 36.7 | 58.3 | 0.412 | |
| AlignETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 22.2 | 45.7 | 0.303 | |
| GCN-AlignTemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 16.5 | 36.3 | 0.231 | |
| JAPETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 9.8 | 21 | 0.138 | |
| MTransETemporal awareness setting=Time-Unaware, Supervision setting=Supervised2023.02 | 6.7 | 17.5 | 0.104 |