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ResearchFormerly WizWand

Entity Alignment on DBP15K

2.8Runtime (s)LightEA-B
-1,050.2086,057.59613,165.420,273.204Mar 29, 2021Jul 1, 2021Oct 4, 2021Jan 7, 2022Apr 12, 2022Jul 16, 2022Oct 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LightEA-Bvariant=Basic2022.102.8
LightEA-Ivariant=Iterative2022.107.1
LightEA-Lvariant=Literal2022.1014.8
SEUHardware=GPU2021.0916.2
SEUHardware=CPU2021.0922.1
LargeEA-DBackbone=Dual-AMN2022.1026
Dual-AMN2021.0335
ClusterEA-DBackbone=Dual-AMN2022.1043
Dual-AMN2022.1069
Dual-AMNlearning_mode=semi-supervised2021.0385
PSRcategory=Basic, variant=basic2021.0888
Dual-AMNdata_type=literal information2021.03101
GCN-Align2021.03103
GCN-Align2022.10103
GCN-Aligncategory=Basic2021.08103
GCN-Align2021.09103
PSRcategory=Semi, variant=semi2021.08186
PSRcategory=Literal, variant=lit2021.08195
MuGNN2021.033,156
MuGNN2022.103,156
MuGNNcategory=Basic2021.083,156
MuGNN2021.093,156
TransEdge2021.033,629
TransEdge2022.103,629
TransEdgecategory=Semi2021.083,629
KECG2021.033,724
KECG2022.103,724
MRAEA2021.033,894
MRAEA2022.103,894
MRAEAcategory=Semi2021.083,894
MRAEA2021.093,894
BootEA2021.034,661
BootEA2022.104,661
BootEAcategory=Semi2021.084,661
BootEA2021.094,661
HMAN2021.035,455
HMAN2022.105,455
HMANcategory=Literal2021.085,455
MTransE2021.036,467
MTransE2022.106,467
MTransEcategory=Basic2021.086,467
RDGCN2021.036,711
RDGCN2022.106,711
RDGCNcategory=Literal2021.086,711
RDGCN2021.096,711
RSNs2021.037,539
RSNS2022.107,539
RSNscategory=Basic2021.087,539
HGCN2021.0311,275
HGCN2022.1011,275
HGCNcategory=Literal2021.0811,275
HGCN2021.0911,275
NAEA2021.0319,115
NAEA2022.1019,115
NAEAcategory=Semi2021.0819,115
GM-Align2021.0326,328
GM-Align2022.1026,328
GM-Aligncategory=Literal2021.0826,328
GM-Align2021.0926,328