Entity Alignment on DBP1M EN-DE
0.289Hits@1LightEA-I
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LightEA-IIterative Strategy=True (Bi-directional)2022.10 | 0.289 | 0.479 | 0.347 | |
| ClusterEA-DBackbone=Dual-AMN, Time=1360, Memory (GB)=18.202022.05 | 0.288 | 0.488 | 0.35 | |
| ClusterEA-DAcceleration Framework=ClusterEA, Backbone=Dual-AMN2022.10 | 0.288 | 0.488 | 0.35 | |
| LightEA-BIterative Strategy=False2022.10 | 0.258 | 0.457 | 0.316 | |
| ClusterEA-RBackbone=RREA, Time=2526, Memory (GB)=19.682022.05 | 0.25 | 0.45 | 0.32 | |
| ClusterEA-RAcceleration Framework=ClusterEA, Backbone=RREA2022.10 | 0.25 | 0.45 | 0.32 | |
| Dual-AMN-SBackbone=Dual-AMN, Mode=Stochastic Training, Time=490, Memory (GB)=14.612022.05 | 0.22 | 0.417 | 0.28 | |
| RREA-SBackbone=RREA, Mode=Stochastic Training, Time=1754, Memory (GB)=15.652022.05 | 0.205 | 0.402 | 0.27 | |
| ClusterEA-GBackbone=GCN-Align, Time=2027, Memory (GB)=17.762022.05 | 0.069 | 0.177 | 0.11 | |
| ClusterEA-GAcceleration Framework=ClusterEA, Backbone=GCN-Align2022.10 | 0.069 | 0.177 | 0.11 | |
| LargeEA-DBackbone=Dual-AMN, Time=1692, Memory (GB)=17.712022.05 | 0.066 | 0.147 | 0.09 | |
| LargeEA-DAcceleration Framework=LargeEA, Backbone=Dual-AMN2022.10 | 0.066 | 0.147 | 0.09 | |
| LargeEA-RBackbone=RREA, Time=1309, Memory (GB)=20.492022.05 | 0.064 | 0.15 | 0.09 | |
| LargeEA-RAcceleration Framework=LargeEA, Backbone=RREA2022.10 | 0.064 | 0.15 | 0.09 | |
| GCN-Align-SBackbone=GCN-Align, Mode=Stochastic Training, Time=1491, Memory (GB)=7.782022.05 | 0.045 | 0.144 | 0.08 | |
| LargeEA-GBackbone=GCN-Align, Time=378, Memory (GB)=4.002022.05 | 0.034 | 0.095 | 0.05 | |
| LargeEA-GAcceleration Framework=LargeEA, Backbone=GCN-Align2022.10 | 0.034 | 0.095 | 0.05 |