Entity Alignment on OpenEA D-W V2 1.0 (test)
97.3H@1UMAEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UMAEASetting=Iterative, R_img=1.02023.07 | 97.3 | 99.9 | 98.4 | |
| MCLEASetting=Iterative, R_img=1.02023.07 | 96.9 | 99.7 | 98.2 | |
| UMAEASetting=Non-iterative, R_img=1.02023.07 | 96.4 | 99.9 | 97.9 | |
| MCLEASetting=Non-iterative, R_img=1.02023.07 | 94.8 | 99.6 | 96.7 | |
| EVASetting=Iterative, R_img=1.02023.07 | 92.5 | 99.6 | 95.1 | |
| EVASetting=Non-iterative, R_img=1.02023.07 | 92.2 | 98.3 | 94.9 | |
| LLM4EALLM Annotator=GPT-42024.05 | 89.8 | 97.9 | 92.9 | |
| LLM4EALLM Annotator=GPT-3.52024.05 | 87.5 | 96.7 | 90.9 | |
| MSNEASetting=Iterative, R_img=1.02023.07 | 86.2 | 95.4 | 89.4 | |
| MSNEASetting=Non-iterative, R_img=1.02023.07 | 83.8 | 94 | 87.3 | |
| RDGCNLLM Annotator=GPT-42024.05 | 82.5 | 91.4 | 85.9 | |
| Dual-AMNLLM Annotator=GPT-42024.05 | 81.5 | 94.9 | 86.7 | |
| RDGCNLLM Annotator=GPT-3.52024.05 | 79.2 | 89.7 | 83.2 | |
| BootEALLM Annotator=GPT-42024.05 | 71.6 | 88.3 | 77.6 | |
| Dual-AMNLLM Annotator=GPT-3.52024.05 | 62 | 86.8 | 71.9 | |
| BootEALLM Annotator=GPT-3.52024.05 | 60.8 | 79.3 | 67.4 | |
| AlignELLM Annotator=GPT-42024.05 | 36.1 | 67.8 | 46.7 | |
| GCNAlignLLM Annotator=GPT-42024.05 | 31.3 | 61.6 | 41.4 | |
| IMUSELLM Annotator=GPT-42024.05 | 21.6 | 50 | 31.1 | |
| GCNAlignLLM Annotator=GPT-3.52024.05 | 16.9 | 39.3 | 24.3 | |
| AlignELLM Annotator=GPT-3.52024.05 | 8 | 24 | 13.3 | |
| IMUSELLM Annotator=GPT-3.52024.05 | 6 | 14.6 | 9 |