Data Integration on WDC Products-80%cc-seen-medium

Metric: F1 (%) (higher is better)

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#	Model↕	F1 (%)▼	Extra Data	Paper	Date↕	Code
1	gpt4-0613_zeroshot	89.61	No	Entity Matching using Large Language Models	2023-10-17	Code
2	gpt-4o-2024-08-06_fine_tuned_wdc_small	87.1	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
3	gpt-4o-mini-2024-07-18_structured_explanations	84.38	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
4	gpt-4o-mini-2024-07-18	81.61	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
5	RoBERTa-SupCon	79.99	No	WDC Products: A Multi-Dimensional Entity Matchin...	2023-01-23	Code
6	Llama3.1_70B_structured_explanations	76.7	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
7	Llama3.1_70B	75.2	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
8	Llama3.1_8B_error-based_example_selection	74.37	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
9	Llama3.1_8B_structured_explanations	74.13	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code
10	Ditto	73.93	No	WDC Products: A Multi-Dimensional Entity Matchin...	2023-01-23	Code
11	RoBERTa-base	72.18	No	WDC Products: A Multi-Dimensional Entity Matchin...	2023-01-23	Code
12	HG	71.4	No	WDC Products: A Multi-Dimensional Entity Matchin...	2023-01-23	Code
13	Llama3.1_8B	53.36	No	Fine-tuning Large Language Models for Entity Mat...	2024-09-12	Code