Entity Alignment on DBP15K
2.8Runtime (s)LightEA-B
Evaluation Results
| Method | Links | |
|---|---|---|
| LightEA-Bvariant=Basic2022.10 | 2.8 | |
| LightEA-Ivariant=Iterative2022.10 | 7.1 | |
| LightEA-Lvariant=Literal2022.10 | 14.8 | |
| SEUHardware=GPU2021.09 | 16.2 | |
| SEUHardware=CPU2021.09 | 22.1 | |
| LargeEA-DBackbone=Dual-AMN2022.10 | 26 | |
| Dual-AMN2021.03 | 35 | |
| ClusterEA-DBackbone=Dual-AMN2022.10 | 43 | |
| Dual-AMN2022.10 | 69 | |
| Dual-AMNlearning_mode=semi-supervised2021.03 | 85 | |
| PSRcategory=Basic, variant=basic2021.08 | 88 | |
| Dual-AMNdata_type=literal information2021.03 | 101 | |
| GCN-Align2021.03 | 103 | |
| GCN-Align2022.10 | 103 | |
| GCN-Aligncategory=Basic2021.08 | 103 | |
| GCN-Align2021.09 | 103 | |
| PSRcategory=Semi, variant=semi2021.08 | 186 | |
| PSRcategory=Literal, variant=lit2021.08 | 195 | |
| MuGNN2021.03 | 3,156 | |
| MuGNN2022.10 | 3,156 | |
| MuGNNcategory=Basic2021.08 | 3,156 | |
| MuGNN2021.09 | 3,156 | |
| TransEdge2021.03 | 3,629 | |
| TransEdge2022.10 | 3,629 | |
| TransEdgecategory=Semi2021.08 | 3,629 | |
| KECG2021.03 | 3,724 | |
| KECG2022.10 | 3,724 | |
| MRAEA2021.03 | 3,894 | |
| MRAEA2022.10 | 3,894 | |
| MRAEAcategory=Semi2021.08 | 3,894 | |
| MRAEA2021.09 | 3,894 | |
| BootEA2021.03 | 4,661 | |
| BootEA2022.10 | 4,661 | |
| BootEAcategory=Semi2021.08 | 4,661 | |
| BootEA2021.09 | 4,661 | |
| HMAN2021.03 | 5,455 | |
| HMAN2022.10 | 5,455 | |
| HMANcategory=Literal2021.08 | 5,455 | |
| MTransE2021.03 | 6,467 | |
| MTransE2022.10 | 6,467 | |
| MTransEcategory=Basic2021.08 | 6,467 | |
| RDGCN2021.03 | 6,711 | |
| RDGCN2022.10 | 6,711 | |
| RDGCNcategory=Literal2021.08 | 6,711 | |
| RDGCN2021.09 | 6,711 | |
| RSNs2021.03 | 7,539 | |
| RSNS2022.10 | 7,539 | |
| RSNscategory=Basic2021.08 | 7,539 | |
| HGCN2021.03 | 11,275 | |
| HGCN2022.10 | 11,275 | |
| HGCNcategory=Literal2021.08 | 11,275 | |
| HGCN2021.09 | 11,275 | |
| NAEA2021.03 | 19,115 | |
| NAEA2022.10 | 19,115 | |
| NAEAcategory=Semi2021.08 | 19,115 | |
| GM-Align2021.03 | 26,328 | |
| GM-Align2022.10 | 26,328 | |
| GM-Aligncategory=Literal2021.08 | 26,328 | |
| GM-Align2021.09 | 26,328 |