Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Entity Matching on Geo
Loading...
97.2
Precision
LLM4MEM(Q)
21.072
40.836
60.6
80.364
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
97.2
97
97.1
LLM4MEM(L)
backbone=LLaMA3.1-8B
2026.04
96.4
96.4
96.4
LLM4MEM(F)
backbone=Falcon3-7B
2026.04
95.2
95.2
95.2
MultiEM
2026.04
90.5
91.4
90.9
AutoFJ
2026.04
52.3
50
51.1
MSCD-HAC
2026.04
39
91
54.6
ALMSER-GB
2026.04
34
85.4
48.6
PromptEM
2026.04
33.7
88
48.7
Ditto
2026.04
24
76.6
36.5
Feedback
Search any
task
Search any
task