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Entity Matching on DBLP-Scholar (D-S)
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94.31
F1 Score
Ditto
27.0532
44.5141
61.975
79.4359
Oct 17, 2023
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Ditto
Mode=Fine-tuned
2023.10
94.31
RoBERTa
Mode=Fine-tuned
2023.10
93.88
GPT-4
Prompting=Zero-shot
2023.10
89.82
GPT-4o
Prompting=Zero-shot
2023.10
89.76
Llama3.1
Prompting=Zero-shot
2023.10
86.32
GPT-mini
Prompting=Zero-shot
2023.10
86.11
Llama2
Prompting=Zero-shot
2023.10
85.46
Mixtral
Prompting=Zero-shot
2023.10
77.75
Ditto unseen
Mode=Unseen, Source Tr...
2023.10
32.82
RoBERTa unseen
Mode=Unseen, Source Tr...
2023.10
29.64
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