Entity Alignment on DBP1M EN-FR
0.285Hits@1LightEA-I
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LightEA-IIterative Strategy=True (Bi-directional)2022.10 | 0.285 | 0.468 | 0.345 | |
| ClusterEA-DBackbone=Dual-AMN, Time=1647, Memory (GB)=20.102022.05 | 0.281 | 0.474 | 0.35 | |
| ClusterEA-DAcceleration Framework=ClusterEA, Backbone=Dual-AMN2022.10 | 0.281 | 0.474 | 0.35 | |
| LightEA-BIterative Strategy=False2022.10 | 0.262 | 0.45 | 0.318 | |
| ClusterEA-RBackbone=RREA, Time=3025, Memory (GB)=21.112022.05 | 0.26 | 0.456 | 0.32 | |
| ClusterEA-RAcceleration Framework=ClusterEA, Backbone=RREA2022.10 | 0.26 | 0.456 | 0.32 | |
| Dual-AMN-SBackbone=Dual-AMN, Mode=Stochastic Training, Time=588, Memory (GB)=15.852022.05 | 0.224 | 0.434 | 0.29 | |
| RREA-SBackbone=RREA, Mode=Stochastic Training, Time=2080, Memory (GB)=16.862022.05 | 0.211 | 0.422 | 0.28 | |
| LargeEA-DBackbone=Dual-AMN, Time=2546, Memory (GB)=19.722022.05 | 0.105 | 0.219 | 0.15 | |
| LargeEA-DAcceleration Framework=LargeEA, Backbone=Dual-AMN2022.10 | 0.105 | 0.219 | 0.15 | |
| ClusterEA-GBackbone=GCN-Align, Time=2501, Memory (GB)=17.432022.05 | 0.1 | 0.245 | 0.15 | |
| ClusterEA-GAcceleration Framework=ClusterEA, Backbone=GCN-Align2022.10 | 0.1 | 0.245 | 0.15 | |
| LargeEA-RBackbone=RREA, Time=1681, Memory (GB)=20.052022.05 | 0.094 | 0.215 | 0.13 | |
| LargeEA-RAcceleration Framework=LargeEA, Backbone=RREA2022.10 | 0.094 | 0.215 | 0.13 | |
| GCN-Align-SBackbone=GCN-Align, Mode=Stochastic Training, Time=1817, Memory (GB)=9.252022.05 | 0.06 | 0.191 | 0.1 | |
| LargeEA-GBackbone=GCN-Align, Time=463, Memory (GB)=4.002022.05 | 0.051 | 0.134 | 0.08 | |
| LargeEA-GAcceleration Framework=LargeEA, Backbone=GCN-Align2022.10 | 0.051 | 0.134 | 0.08 |