ML Research Wiki / Benchmarks / Attribute Extraction / SWDE

SWDE

Attribute Extraction Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Avg F1

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Model	Paper	Avg F1	Date	Actions
InstrucTE (zero-shot)	Schema-Driven Information Extraction from Heterog…	95.70	2023-05-23
DOM-LM	DOM-LM: Learning Generalizable Representations fo…	94.20	2022-01-25

Rank	Model	Paper	Avg F1	Date	Code
1	InstrucTE (zero-shot)	Schema-Driven Information Extraction from Heterogeneous Tables	95.70	2023-05-23	📦 bflashcp3f/schema-to-json
2	DOM-LM	DOM-LM: Learning Generalizable Representations for HTML Documents	94.20	2022-01-25	📦 Misterion777/DOM-LM

2023

InstrucTE (zero-shot)

bflashcp3f/schema-to-json

2022

DOM-LM

Misterion777/DOM-LM