Entity Alignment on DWYDBP-WIKI
100Hits@1AgentEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AgentEACategory=Large Language Models-based2026.04 | 100 | 100 | 100 | |
| ProLEACategory=Large Language Models-based2026.04 | 99.7 | 100 | 99.8 | |
| ChatEACategory=Large Language Models-based2026.04 | 99.5 | 100 | 99.8 | |
| AdaCoAgentEACategory=Large Language Models-based2026.04 | 95.7 | 98.4 | 97.5 | |
| EasyEA*Category=Large Language Models-based2026.04 | 95.2 | 98.7 | — | |
| LLM4EACategory=Large Language Models-based2026.04 | 89.8 | 97.9 | 92.9 | |
| Dual-AMNCategory=Knowledge Representation Learning-based2026.04 | 86.9 | 96.9 | 90.8 | |
| BootEACategory=Knowledge Representation Learning-based2026.04 | 74.8 | 89.8 | 80.1 | |
| RDGCNCategory=Knowledge Representation Learning-based2026.04 | 62.3 | 80.5 | 68.4 | |
| GCN-AlignCategory=Knowledge Representation Learning-based2026.04 | 50.6 | 77.2 | 60 | |
| MTransECategory=Knowledge Representation Learning-based2026.04 | 28.1 | 52 | 36.3 |