|
gpt4-0613_fewshot-10
|
Entity Matching using Large Language Models
|
85.21
|
2023-10-17
|
|
|
gpt-4o-mini-2024-07-18_fine_tuned
|
Fine-tuning Large Language Models for Entity Matc…
|
80.25
|
2024-09-12
|
|
|
RoBERTa-SupCon
|
Supervised Contrastive Learning for Product Match…
|
79.28
|
2022-02-04
|
|
|
Ditto
|
Deep Entity Matching with Pre-Trained Language Mo…
|
75.58
|
2020-04-01
|
|
|
CorDEL-Sum
|
CorDEL: A Contrastive Deep Learning Approach for …
|
70.20
|
2020-09-15
|
|
|
text-davinci-002_fewshot-10
|
Can Foundation Models Wrangle Your Data?
|
63.50
|
2022-05-20
|
|
|
gpt-4o-2024-08-06
|
Fine-tuning Large Language Models for Entity Matc…
|
63.45
|
2024-09-12
|
|
|
gpt-4o-mini-2024-07-18
|
Fine-tuning Large Language Models for Entity Matc…
|
59.20
|
2024-09-12
|
|
|
text-davinci-002_zeroshot
|
Can Foundation Models Wrangle Your Data?
|
54.30
|
2022-05-20
|
|
|
Meta-Llama-3.1-70B-Instruct
|
Fine-tuning Large Language Models for Entity Matc…
|
51.44
|
2024-09-12
|
|
|
Meta-Llama-3.1-8B-Instruct_fine_tuned
|
Fine-tuning Large Language Models for Entity Matc…
|
50.00
|
2024-09-12
|
|
|
Meta-Llama-3.1-8B-Instruct
|
Fine-tuning Large Language Models for Entity Matc…
|
49.16
|
2024-09-12
|
|