Entity Alignment on OpenEA D-Y-15K V2 (test)
97.9Hit@1LLM4EA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM4EALLM Annotator=GPT-42024.05 | 97.9 | 99.6 | 98.5 | |
| LLM4EALLM Annotator=GPT-3.52024.05 | 97.7 | 99.5 | 98.3 | |
| Dual-AMNLLM Annotator=GPT-42024.05 | 97.5 | 99.3 | 98.1 | |
| BootEALLM Annotator=GPT-42024.05 | 95 | 98.6 | 96.3 | |
| BootEALLM Annotator=GPT-3.52024.05 | 87.8 | 96.7 | 91.2 | |
| IMUSELLM Annotator=GPT-42024.05 | 86.6 | 94.2 | 89.2 | |
| AlignELLM Annotator=GPT-42024.05 | 86.4 | 97 | 90.2 | |
| Dual-AMNLLM Annotator=GPT-3.52024.05 | 85.8 | 98.4 | 91.4 | |
| RDGCNLLM Annotator=GPT-42024.05 | 85.4 | 93.2 | 88.3 | |
| RDGCNLLM Annotator=GPT-3.52024.05 | 82.6 | 91.9 | 86.1 | |
| GCNAlignLLM Annotator=GPT-42024.05 | 82.6 | 94.9 | 87.2 | |
| IMUSELLM Annotator=GPT-3.52024.05 | 54.4 | 78.9 | 63.2 | |
| AlignELLM Annotator=GPT-3.52024.05 | 50.1 | 76.6 | 59.2 | |
| GCNAlignLLM Annotator=GPT-3.52024.05 | 45.3 | 68.3 | 53.3 |