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Entity Matching on Walmart-Amazon
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89.67
F1 Score
GPT-4
29.2252
44.9176
60.61
76.3024
May 20, 2022
Aug 13, 2022
Nov 7, 2022
Feb 1, 2023
Apr 28, 2023
Jul 23, 2023
Oct 17, 2023
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
GPT-4
Prompting=Zero-shot
2023.10
89.67
RoBERTa
Mode=Fine-tuned
2023.10
87.02
GPT-3-175B
k=10
2022.05
87
Ditto
2022.05
86.76
GPT-4o
Prompting=Zero-shot
2023.10
86.65
GPT-mini
Prompting=Zero-shot
2023.10
86.58
Ditto
Mode=Fine-tuned
2023.10
86.39
Llama3.1
Prompting=Zero-shot
2023.10
84.85
Magellan
2022.05
71.9
Mixtral
Prompting=Zero-shot
2023.10
70.44
Llama2
Prompting=Zero-shot
2023.10
63.91
GPT-3-175B
k=0
2022.05
60.6
RoBERTa unseen
Mode=Unseen, Source Tr...
2023.10
36.46
Ditto unseen
Mode=Unseen, Source Tr...
2023.10
31.55
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