Text Summarization on CNN/DM (R-1, R-2, R-L, Fact)
45.1ROUGE-1Base model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Base modelReward Optimized=MLE (Base)2023.06 | 45.1 | 21.76 | 41.86 | 15.57 | |
| Semi-offline RLReward Optimized=Factuality2023.06 | 44.6 | 21.66 | 41.91 | 18.3 | |
| BRIOReward Optimized=Factuality2023.06 | 44.23 | 21.18 | 40.92 | 17.54 | |
| AVGReward Optimized=Factuality2023.06 | 44.23 | 21.24 | 40.93 | 17.68 |