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Entity Matching on Music 20K
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93.4
Precision
LLM4MEM(Q)
27.776
44.813
61.85
78.887
Apr 23, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
LLM4MEM(Q)
backbone=Qwen2.5-7B
2026.04
93.4
92
92.8
LLM4MEM(F)
backbone=Falcon3-7B
2026.04
91.7
89.4
90.6
MultiEM
2026.04
91.1
86.2
88.6
LLM4MEM(L)
backbone=LLaMA3.1-8B
2026.04
90.6
91.5
91.1
Ditto
2026.04
48.8
91.5
63.6
ALMSER-GB
2026.04
48.6
91.5
63.5
PromptEM
2026.04
41.1
92.3
56.9
AutoFJ
2026.04
30.3
23.4
26.4
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