Metric: ROUGE-3 (higher is better)
| # | Model↕ | ROUGE-3▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Selfmem | 41.6 | No | Lift Yourself Up: Retrieval-augmented Text Gener... | 2023-05-03 | Code |
| 2 | BRIO | 40.4 | No | BRIO: Bringing Order to Abstractive Summarization | 2022-03-31 | Code |
| 3 | BART | 37.25 | No | BART: Denoising Sequence-to-Sequence Pre-trainin... | 2019-10-29 | Code |
| 4 | BertSumExtAbs | 31.27 | No | Text Summarization with Pretrained Encoders | 2019-08-22 | Code |
| 5 | T-ConvS2S | 25.75 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 6 | PtGen | 23.24 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 7 | Baseline : Extractive Oracle | 22.66 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 8 | Seq2Seq | 22.48 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 9 | PtGen-Covg | 21.72 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 10 | Baseline : Lead-3 | 11.95 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |
| 11 | Baseline : Random | 11.27 | No | Don't Give Me the Details, Just the Summary! Top... | 2018-08-27 | Code |