Entity Alignment on OpenEA EN-DE-15K V2 (test)
93.1Hit@1LLM4EA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM4EALLM Annotator=GPT-42024.05 | 93.1 | 98.7 | 95.3 | |
| Dual-AMNLLM Annotator=GPT-42024.05 | 90.7 | 97.9 | 93.6 | |
| LLM4EALLM Annotator=GPT-3.52024.05 | 89.1 | 97.8 | 92.6 | |
| BootEALLM Annotator=GPT-42024.05 | 80.5 | 92.6 | 84.8 | |
| RDGCNLLM Annotator=GPT-42024.05 | 74.1 | 85.1 | 78 | |
| RDGCNLLM Annotator=GPT-3.52024.05 | 73.3 | 84.6 | 77.4 | |
| Dual-AMNLLM Annotator=GPT-3.52024.05 | 70.5 | 91.1 | 78.9 | |
| BootEALLM Annotator=GPT-3.52024.05 | 68.1 | 85.4 | 74.3 | |
| IMUSELLM Annotator=GPT-42024.05 | 59.6 | 81.8 | 67.9 | |
| IMUSELLM Annotator=GPT-3.52024.05 | 51.6 | 75.9 | 60.5 | |
| AlignELLM Annotator=GPT-42024.05 | 46.4 | 76.5 | 56.6 | |
| GCNAlignLLM Annotator=GPT-42024.05 | 41.9 | 68.6 | 51.2 | |
| GCNAlignLLM Annotator=GPT-3.52024.05 | 22.2 | 46.2 | 30.3 | |
| AlignELLM Annotator=GPT-3.52024.05 | 6.2 | 18.4 | 10.4 |