📊 Showing 5 results | 📏 Metric: ROUGE-1
| Rank | Model | Paper | ROUGE-1 | Date | Code |
|---|---|---|---|---|---|
| 1 | PEGASUS 2B + SLiC | Calibrating Sequence likelihood Improves Conditional Language Generation | 25.51 | 2022-09-30 | - |
| 2 | MUPPET BART Large 📚 | Muppet: Massive Multi-task Representations with Pre-Finetuning | 24.92 | 2021-01-26 | 📦 facebook/muppet-roberta-base 📦 facebook/muppet-roberta-large |
| 3 | BART+R3F | Better Fine-Tuning by Reducing Representational Collapse | 24.74 | 2020-08-06 | 📦 pytorch/fairseq 📦 cosmoquester/2021-dialogue-summary-competition 📦 cliang1453/camero |
| 4 | PEGASUS + SummaReranker | SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization | 23.47 | 2022-03-13 | 📦 ntunlp/summareranker |
| 5 | MatchSum | Extractive Summarization as Text Matching | 20.13 | 2020-04-19 | 📦 maszhongming/MatchSum 📦 HHousen/TransformerSum |