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ResearchFormerly WizWand

Entity Alignment on DBP1M EN-DE

0.289Hits@1LightEA-I
0.02380.092650.16150.23035May 20, 2022Jun 14, 2022Jul 9, 2022Aug 4, 2022Aug 29, 2022Sep 23, 2022Oct 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LightEA-IIterative Strategy=True (Bi-directional)2022.100.2890.4790.347
ClusterEA-DBackbone=Dual-AMN, Time=1360, Memory (GB)=18.202022.050.2880.4880.35
ClusterEA-DAcceleration Framework=ClusterEA, Backbone=Dual-AMN2022.100.2880.4880.35
LightEA-BIterative Strategy=False2022.100.2580.4570.316
ClusterEA-RBackbone=RREA, Time=2526, Memory (GB)=19.682022.050.250.450.32
ClusterEA-RAcceleration Framework=ClusterEA, Backbone=RREA2022.100.250.450.32
Dual-AMN-SBackbone=Dual-AMN, Mode=Stochastic Training, Time=490, Memory (GB)=14.612022.050.220.4170.28
RREA-SBackbone=RREA, Mode=Stochastic Training, Time=1754, Memory (GB)=15.652022.050.2050.4020.27
ClusterEA-GBackbone=GCN-Align, Time=2027, Memory (GB)=17.762022.050.0690.1770.11
ClusterEA-GAcceleration Framework=ClusterEA, Backbone=GCN-Align2022.100.0690.1770.11
LargeEA-DBackbone=Dual-AMN, Time=1692, Memory (GB)=17.712022.050.0660.1470.09
LargeEA-DAcceleration Framework=LargeEA, Backbone=Dual-AMN2022.100.0660.1470.09
LargeEA-RBackbone=RREA, Time=1309, Memory (GB)=20.492022.050.0640.150.09
LargeEA-RAcceleration Framework=LargeEA, Backbone=RREA2022.100.0640.150.09
GCN-Align-SBackbone=GCN-Align, Mode=Stochastic Training, Time=1491, Memory (GB)=7.782022.050.0450.1440.08
LargeEA-GBackbone=GCN-Align, Time=378, Memory (GB)=4.002022.050.0340.0950.05
LargeEA-GAcceleration Framework=LargeEA, Backbone=GCN-Align2022.100.0340.0950.05