ML Research Wiki / Benchmarks / Text Summarization / BigPatent

BigPatent

Text Summarization Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: ROUGE-1

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Model	Paper	ROUGE-1	Date	Actions
LongT5	LongT5: Efficient Text-To-Text Transformer for Lo…	70.76	2021-12-15
BigBird-Pegasus	Big Bird: Transformers for Longer Sequences	50.01	2020-07-28

Rank	Model	Paper	ROUGE-1	Date	Code
1	LongT5	LongT5: Efficient Text-To-Text Transformer for Long Sequences	70.76	2021-12-15	📦 google-research/longt5 📦 utsjiyaoli/qa-attack 📦 pwc-1/Paper-9 📦 MindSpore-scientific-2/code-14
2	BigBird-Pegasus	Big Bird: Transformers for Longer Sequences	50.01	2020-07-28	📦 huggingface/transformers 📦 tensorflow/models 📦 PaddlePaddle/PaddleNLP

2021

LongT5

google-research/longt5 utsjiyaoli/qa-attack

2020

BigBird-Pegasus

huggingface/transformers tensorflow/models