Summarization on MediaSum
36.15ROUGE-1LongT5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LongT5Model Size=xl, Input Length=4k, Attention=TGlobal2021.12 | 36.15 | 19.66 | 32.8 | |
| T5.1.1 + PSGModel Size=large, Input Length=4k2021.12 | 36.11 | 19.48 | 32.67 | |
| LongT5Model Size=large, Input Length=4k, Attention=TGlobal2021.12 | 35.54 | 19.04 | 32.2 | |
| BARTModel Size=large2021.12 | 35.09 | 18.05 | 31.44 | |
| LongT5Model Size=base, Input Length=4k, Attention=TGlobal2021.12 | 35.09 | 18.35 | 31.87 | |
| T5.1.1Model Size=large, Input Length=4k2021.12 | 34.37 | 18.09 | 31.12 | |
| T5.1.1 + PSGModel Size=large, Input Length=2k2021.12 | 34.04 | 17.87 | 30.77 | |
| T5.1.1Model Size=large, Input Length=2k2021.12 | 32.83 | 16.75 | 29.79 | |
| T5.1.1 + PSGModel Size=large, Input Length=1k2021.12 | 32.02 | 16.15 | 28.89 | |
| T5.1.1Model Size=large, Input Length=1k2021.12 | 30.68 | 14.88 | 27.88 |