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ResearchFormerly WizWand

Entity Alignment on SRPRS DE-EN (test)

0.988Hits@1LightEA-L
0.071760.309630.54750.78537Mar 29, 2021Jul 1, 2021Oct 4, 2021Jan 7, 2022Apr 12, 2022Jul 16, 2022Oct 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LightEA-Lcategory=Literal2022.100.9880.9950.991
SEUcategory=Literal2022.100.9830.9960.987
SEU(w+c)Input=word + char features2021.090.9830.9960.987
SEU(char)Input=char features2021.090.980.9940.985
EASYcategory=Literal2022.100.9740.9920.98
CEAType=Char-level2021.090.971——
SEU(word)Input=word features2021.090.9020.9510.92
Dual-AMNCategory=Literal2021.030.8910.9720.923
PSR(lit)Category=Literal2021.080.8810.970.914
DATType=Word-level2021.090.8760.9550.9
RDGCNCategory=Literal2021.030.7790.8860.82
RDGCNcategory=Literal2022.100.7790.8860.82
RDGCNCategory=Literal2021.080.7790.8860.82
RDGCNType=Word-level2021.090.7790.8860.82
HGCNCategory=Literal2021.030.7630.8630.801
HGCNCategory=Literal2021.080.7630.8630.801
HGCNType=Word-level2021.090.7630.8630.801
GM-AlignCategory=Literal2021.030.6810.7480.71
GM-Aligncategory=Literal2022.100.6810.7480.71
GM-AlignCategory=Literal2021.080.6810.7480.71
GM-AlignType=Word-level2021.090.6810.7480.71
LightEA-Icategory=Iterative2022.100.6150.8170.685
Dual-AMNCategory=Semi2021.030.6140.8230.687
Dual-AMNcategory=Iterative2022.100.6140.8230.687
PSR(semi)Category=Semi2021.080.6060.8310.68
MRAEACategory=Semi2021.030.5940.8180.666
LightEA-Bcategory=Basic2022.100.5940.8140.67
MRAEAcategory=Iterative2022.100.5940.8180.666
MRAEACategory=Semi2021.080.5940.8180.666
MRAEAType=Structure2021.090.5940.8180.666
Dual-AMNCategory=Basic2021.030.5910.820.67
TransEdgeCategory=Semi2021.030.5560.7530.63
TransEdgecategory=Iterative2022.100.5560.7530.63
TransEdgeCategory=Semi2021.080.5560.7530.63
PSR(basic)Category=Basic2021.080.5530.7990.638
HMANCategory=Literal2021.030.5280.7780.62
HMANCategory=Literal2021.080.5280.7780.62
BootEACategory=Semi2021.030.5030.7320.58
BootEAcategory=Iterative2022.100.5030.7320.58
BootEACategory=Semi2021.080.5030.7320.58
BootEAType=Structure2021.090.5030.7320.58
RSNSCategory=Basic2021.030.4840.7290.57
RSNscategory=Basic2022.100.4840.7290.57
RSNsCategory=Basic2021.080.4840.7290.57
KECGCategory=Basic2021.030.4440.7070.54
GCN-AlignCategory=Basic2021.030.3850.60.46
GCN-Aligncategory=Basic2022.100.3850.60.46
GCN-AlignCategory=Basic2021.080.3850.60.46
GCN-AlignType=Structure2021.090.3850.60.46
NAEACategory=Semi2021.030.3070.5350.39
NAEACategory=Semi2021.080.3070.5350.39
MuGNNCategory=Basic2021.030.2450.4310.31
MuGNNCategory=Basic2021.080.2450.4310.31
MuGNNType=Structure2021.090.2450.4310.31
MTransECategory=Basic2021.030.1070.2480.16
MTransEcategory=Basic2022.100.1070.2480.16
MTransECategory=Basic2021.080.1070.2480.16