Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

bigPatent dataset and benchmarks · SOTA2 Research

Research Datasets

bigPatent

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

bigPatent

91.85ROUGE-1

61

BigPatent (test)

62.9ROUGE-1

17

Single-Document Summarization

BIGPATENT (test)

76.87ROUGE-1

16

Plain Summarization

BigPatent

44.94ROUGE-1

9

Language Modeling

BigPatent

21.91Perplexity

5

Abstractive Summarization

BIGPATENT 1341k samples (test)

53.63ROUGE-1

5

Text Simplification

BigPatent 500 samples (human evaluation)

4.27Coherence

4

Abstractive Summarization

BIGPATENT

52.29ROUGE-1

1

Popular tasks

Summarization Abstractive Summarization Language Modeling Text Simplification Single-Document Summarization

Follow for updates

Join SOTA2 Contact