Entity Alignment on ICEWS-WIKI
0.973Hits@1AgentEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AgentEACategory=Large Language Models-based2026.04 | 0.973 | 0.986 | 0.984 | |
| ProLEACategory=Large Language Models-based2026.04 | 0.964 | 0.975 | 0.972 | |
| AdaCoAgentEACategory=Large Language Models-based2026.04 | 0.884 | 0.948 | 0.905 | |
| ChatEACategory=Large Language Models-based2026.04 | 0.88 | 0.945 | 0.912 | |
| EasyEA*Category=Large Language Models-based2026.04 | 0.864 | 0.938 | — | |
| Dual-AMNCategory=Knowledge Representation Learning-based2026.04 | 0.083 | 0.281 | 0.145 | |
| BootEACategory=Knowledge Representation Learning-based2026.04 | 0.072 | 0.275 | 0.139 | |
| RDGCNCategory=Knowledge Representation Learning-based2026.04 | 0.064 | 0.202 | 0.096 | |
| GCN-AlignCategory=Knowledge Representation Learning-based2026.04 | 0.046 | 0.184 | 0.093 | |
| MTransECategory=Knowledge Representation Learning-based2026.04 | 0.021 | 0.158 | 0.068 |