Summarization on CNN/DM (test)
44.54ROUGE-1Baseline
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BaselineBackbone=BART-base2023.05 | 44.54 | — | — | — | — | — | — | — | |
| SRformerBackbone=BART-base2023.05 | 43.19 | 19.8 | 29.44 | — | — | — | — | 40.4 | |
| DASumModel=DASum2023.06 | 42.17 | 18.06 | 39.08 | 88.9 | 28.66 | 25.62 | 27.14 | — | |
| BaselineBackbone=T5-small2023.05 | 41.6 | — | — | — | — | — | — | — | |
| SRformerBackbone=T5-small2023.05 | 39.39 | 16.79 | 27.29 | — | — | — | — | 36.81 | |
| SSTIAModel=SSTIA2023.06 | 37.49 | 13.05 | 35.15 | 87.69 | 22.46 | 17.96 | 20.21 | — | |
| R3FModel=R3F2023.06 | 37.28 | 12.98 | 34.83 | 87.59 | 22.14 | 17.88 | 20.01 | — | |
| ProphetNetModel=ProphetNet2023.06 | 36.98 | 12.68 | 33.8 | 87.33 | 22.28 | 17.43 | 19.85 | — | |
| BARTModel=BART2023.06 | 36.45 | 12.29 | 33.36 | 87.23 | 22.05 | 17.47 | 19.76 | — | |
| SegmentedBackbone=BART-base2023.05 | 33.87 | — | — | — | — | — | — | — | |
| SegmentedBackbone=T5-small2023.05 | 33.31 | — | — | — | — | — | — | — | |
| UL20Bmode=supervised finetuning2022.05 | — | 21.9 | — | — | — | — | — | — | |
| Zoph et al.status=previous state-of-the-art2022.05 | — | 21.7 | — | — | — | — | — | — |