Entity Matching on Geo
97.2PrecisionLLM4MEM(Q)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM4MEM(Q)backbone=Qwen2.5-7B2026.04 | 97.2 | 97 | 97.1 | |
| LLM4MEM(L)backbone=LLaMA3.1-8B2026.04 | 96.4 | 96.4 | 96.4 | |
| LLM4MEM(F)backbone=Falcon3-7B2026.04 | 95.2 | 95.2 | 95.2 | |
| MultiEM2026.04 | 90.5 | 91.4 | 90.9 | |
| AutoFJ2026.04 | 52.3 | 50 | 51.1 | |
| MSCD-HAC2026.04 | 39 | 91 | 54.6 | |
| ALMSER-GB2026.04 | 34 | 85.4 | 48.6 | |
| PromptEM2026.04 | 33.7 | 88 | 48.7 | |
| Ditto2026.04 | 24 | 76.6 | 36.5 |