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ResearchFormerly WizWand

Entity Alignment on DWY100K DBP-WD

0.854Hits@1RREA
0.258080.412790.56750.72221Aug 26, 2019Oct 24, 2019Dec 23, 2019Feb 21, 2020Apr 20, 2020Jun 19, 2020Aug 18, 2020
Updated 8mo ago

Evaluation results

MethodLinks
RREAsupervision=semi-supervised2020.080.8540.9660.877
TransEdgesupervision=semi-supervised, translation-based=true2020.080.7880.9380.824
NAEAsupervision=semi-supervised2020.080.7670.9170.817
RREAsupervision=basic2020.080.7530.9450.824
BootEAsupervision=semi-supervised, translation-based=true2020.080.7470.8980.801
TransEdgesupervision=basic, translation-based=true2020.080.6920.9080.766
MRAEAsupervision=basic2020.080.6920.8980.77
AliNetfull version=true2019.110.690.9080.766
AliNetsupervision=basic2020.080.690.8990.726
AliNetrelation loss=excluded2019.110.6790.8870.75
AliNetrelation loss=excluded, data augmentation=excluded2019.110.6420.8770.726
KECGsupervision=basic2020.080.6320.8990.726
MuGNNrelation seed alignment=true2019.080.6160.8970.714
MuGCN2019.110.6160.8970.714
MuGNNsupervision=basic2020.080.6160.8970.714
GCN2019.110.6130.850.698
RSN2019.110.6070.7930.673
ARSNsupervision=basic2020.080.6070.7930.673
MuGNNrelation seed alignment=false2019.080.590.8870.693
R-GCN2019.110.5740.7910.651
AlignEA2019.080.5660.8270.655
AlignE2019.110.5660.7450.655
GAT2019.110.540.7810.625
SEA2019.110.5180.8020.616
GCN-Align2019.080.5060.7720.6
GCN-Align2019.110.5060.7720.6
GCN-Alignsupervision=basic2020.080.5060.7720.6
RotatE2019.110.4790.7760.579
ConvE2019.110.4030.6280.483
TransH2019.110.3510.6410.45
IPTransE2019.110.3490.6380.447
JAPE2019.080.3180.5890.411
JAPE2019.110.3180.5890.411
AJAPEsupervision=basic2020.080.3180.5890.411
MTransE2019.080.2810.520.363
MTransE2019.110.2810.520.363