ML Research Wiki / Benchmarks / Attribute Value Extraction / AE-110k

AE-110k

Attribute Value Extraction Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: F1-score

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Model	Paper	F1-score	Date	Actions
GPT-4-json-val-10-dem	ExtractGPT: Exploring the Potential of Large Lang…	87.50	2023-10-19
ft-GPT-3.5-json-val	ExtractGPT: Exploring the Potential of Large Lang…	86.00	2023-10-19

Rank	Model	Paper	F1-score	Date	Code
1	GPT-4-json-val-10-dem	ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction	87.50	2023-10-19	📦 wbsg-uni-mannheim/extractgpt
2	ft-GPT-3.5-json-val	ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction	86.00	2023-10-19	📦 wbsg-uni-mannheim/extractgpt

2023

GPT-4-json-val-10-dem

wbsg-uni-mannheim/extractgpt

2023

ft-GPT-3.5-json-val

wbsg-uni-mannheim/extractgpt