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Multi-table Entity Matching on Shopee
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45.9
Precision
AutoFJ
0.452
12.251
24.05
35.849
Apr 23, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
AutoFJ
2026.04
45.9
24.2
31.6
LLM4MEM
LLM Backbone=Qwen2.5-7B
2026.04
40.5
25.1
31
LLM4MEM
LLM Backbone=LLaMA3.1-8B
2026.04
38.5
28.2
32.6
LLM4MEM
LLM Backbone=Falcon3-7B
2026.04
36.6
24.1
29.1
MultiEM
2026.04
34.5
21.1
26.2
Ditto
2026.04
3.4
10
5.1
PromptEM
2026.04
2.2
6.6
3.3
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