Entity Matching on Music 20K
93.4PrecisionLLM4MEM(Q)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM4MEM(Q)backbone=Qwen2.5-7B2026.04 | 93.4 | 92 | 92.8 | |
| LLM4MEM(F)backbone=Falcon3-7B2026.04 | 91.7 | 89.4 | 90.6 | |
| MultiEM2026.04 | 91.1 | 86.2 | 88.6 | |
| LLM4MEM(L)backbone=LLaMA3.1-8B2026.04 | 90.6 | 91.5 | 91.1 | |
| Ditto2026.04 | 48.8 | 91.5 | 63.6 | |
| ALMSER-GB2026.04 | 48.6 | 91.5 | 63.5 | |
| PromptEM2026.04 | 41.1 | 92.3 | 56.9 | |
| AutoFJ2026.04 | 30.3 | 23.4 | 26.4 |