Entity Alignment on SRPRS DE-EN (test)
0.988Hits@1LightEA-L
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LightEA-Lcategory=Literal2022.10 | 0.988 | 0.995 | 0.991 | |
| SEUcategory=Literal2022.10 | 0.983 | 0.996 | 0.987 | |
| SEU(w+c)Input=word + char features2021.09 | 0.983 | 0.996 | 0.987 | |
| SEU(char)Input=char features2021.09 | 0.98 | 0.994 | 0.985 | |
| EASYcategory=Literal2022.10 | 0.974 | 0.992 | 0.98 | |
| CEAType=Char-level2021.09 | 0.971 | — | — | |
| SEU(word)Input=word features2021.09 | 0.902 | 0.951 | 0.92 | |
| Dual-AMNCategory=Literal2021.03 | 0.891 | 0.972 | 0.923 | |
| PSR(lit)Category=Literal2021.08 | 0.881 | 0.97 | 0.914 | |
| DATType=Word-level2021.09 | 0.876 | 0.955 | 0.9 | |
| RDGCNCategory=Literal2021.03 | 0.779 | 0.886 | 0.82 | |
| RDGCNcategory=Literal2022.10 | 0.779 | 0.886 | 0.82 | |
| RDGCNCategory=Literal2021.08 | 0.779 | 0.886 | 0.82 | |
| RDGCNType=Word-level2021.09 | 0.779 | 0.886 | 0.82 | |
| HGCNCategory=Literal2021.03 | 0.763 | 0.863 | 0.801 | |
| HGCNCategory=Literal2021.08 | 0.763 | 0.863 | 0.801 | |
| HGCNType=Word-level2021.09 | 0.763 | 0.863 | 0.801 | |
| GM-AlignCategory=Literal2021.03 | 0.681 | 0.748 | 0.71 | |
| GM-Aligncategory=Literal2022.10 | 0.681 | 0.748 | 0.71 | |
| GM-AlignCategory=Literal2021.08 | 0.681 | 0.748 | 0.71 | |
| GM-AlignType=Word-level2021.09 | 0.681 | 0.748 | 0.71 | |
| LightEA-Icategory=Iterative2022.10 | 0.615 | 0.817 | 0.685 | |
| Dual-AMNCategory=Semi2021.03 | 0.614 | 0.823 | 0.687 | |
| Dual-AMNcategory=Iterative2022.10 | 0.614 | 0.823 | 0.687 | |
| PSR(semi)Category=Semi2021.08 | 0.606 | 0.831 | 0.68 | |
| MRAEACategory=Semi2021.03 | 0.594 | 0.818 | 0.666 | |
| LightEA-Bcategory=Basic2022.10 | 0.594 | 0.814 | 0.67 | |
| MRAEAcategory=Iterative2022.10 | 0.594 | 0.818 | 0.666 | |
| MRAEACategory=Semi2021.08 | 0.594 | 0.818 | 0.666 | |
| MRAEAType=Structure2021.09 | 0.594 | 0.818 | 0.666 | |
| Dual-AMNCategory=Basic2021.03 | 0.591 | 0.82 | 0.67 | |
| TransEdgeCategory=Semi2021.03 | 0.556 | 0.753 | 0.63 | |
| TransEdgecategory=Iterative2022.10 | 0.556 | 0.753 | 0.63 | |
| TransEdgeCategory=Semi2021.08 | 0.556 | 0.753 | 0.63 | |
| PSR(basic)Category=Basic2021.08 | 0.553 | 0.799 | 0.638 | |
| HMANCategory=Literal2021.03 | 0.528 | 0.778 | 0.62 | |
| HMANCategory=Literal2021.08 | 0.528 | 0.778 | 0.62 | |
| BootEACategory=Semi2021.03 | 0.503 | 0.732 | 0.58 | |
| BootEAcategory=Iterative2022.10 | 0.503 | 0.732 | 0.58 | |
| BootEACategory=Semi2021.08 | 0.503 | 0.732 | 0.58 | |
| BootEAType=Structure2021.09 | 0.503 | 0.732 | 0.58 | |
| RSNSCategory=Basic2021.03 | 0.484 | 0.729 | 0.57 | |
| RSNscategory=Basic2022.10 | 0.484 | 0.729 | 0.57 | |
| RSNsCategory=Basic2021.08 | 0.484 | 0.729 | 0.57 | |
| KECGCategory=Basic2021.03 | 0.444 | 0.707 | 0.54 | |
| GCN-AlignCategory=Basic2021.03 | 0.385 | 0.6 | 0.46 | |
| GCN-Aligncategory=Basic2022.10 | 0.385 | 0.6 | 0.46 | |
| GCN-AlignCategory=Basic2021.08 | 0.385 | 0.6 | 0.46 | |
| GCN-AlignType=Structure2021.09 | 0.385 | 0.6 | 0.46 | |
| NAEACategory=Semi2021.03 | 0.307 | 0.535 | 0.39 | |
| NAEACategory=Semi2021.08 | 0.307 | 0.535 | 0.39 | |
| MuGNNCategory=Basic2021.03 | 0.245 | 0.431 | 0.31 | |
| MuGNNCategory=Basic2021.08 | 0.245 | 0.431 | 0.31 | |
| MuGNNType=Structure2021.09 | 0.245 | 0.431 | 0.31 | |
| MTransECategory=Basic2021.03 | 0.107 | 0.248 | 0.16 | |
| MTransEcategory=Basic2022.10 | 0.107 | 0.248 | 0.16 | |
| MTransECategory=Basic2021.08 | 0.107 | 0.248 | 0.16 |