Summarization on CNNDM (ROUGE)
43.51ROUGE-1UNIMO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UNIMOSize=large2020.12 | 43.51 | 20.65 | 40.63 | |
| UniLMSize=large2020.12 | 43.33 | 20.21 | 40.51 | |
| RoBERTaSize=large, Implementation=UNIMO architecture with RoBERTa weights2020.12 | 43.1 | 20.29 | 40.24 | |
| UNIMOSize=base2020.12 | 42.42 | 20.12 | 39.61 | |
| RoBERTaSize=base, Implementation=UNIMO architecture with RoBERTa weights2020.12 | 42.31 | 20.04 | 39.49 | |
| UNIMO (w/o single-modal)Size=base, Note=Removing single-modal learning process2020.12 | 41.06 | 19.01 | 38.23 |