Abstractive Summarization on Annotated English Gigaword (test)
39.61ROUGE-1B2T connection
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| B2T connectionEnc-Dec Layers=18L-18L2022.06 | 39.61 | 20.28 | 36.66 | |
| DeepNetEnc-Dec Layers=18L-18L2022.06 | 39.27 | 19.97 | 36.41 | |
| RealFormerEnc-Dec Layers=18L-18L2022.06 | 39.22 | 20.12 | 36.49 | |
| T-FixupEnc-Dec Layers=18L-18L2022.06 | 39.15 | 19.97 | 36.34 | |
| AdminEnc-Dec Layers=18L-18L2022.06 | 39.1 | 20.08 | 36.3 | |
| Pre-LNEnc-Dec Layers=18L-18L2022.06 | 38.97 | 19.94 | 35.99 | |
| Post-LNEnc-Dec Layers=6L-6L2022.06 | 38.57 | 19.37 | 35.79 | |
| B2T connectionEnc-Dec Layers=6L-6L2022.06 | 38.43 | 19.37 | 35.72 | |
| RealFormerEnc-Dec Layers=6L-6L2022.06 | 38.3 | 19.32 | 35.46 | |
| Pre-LNEnc-Dec Layers=6L-6L2022.06 | 38.27 | 19.29 | 35.39 | |
| DeepNetEnc-Dec Layers=6L-6L2022.06 | 38.27 | 18.89 | 35.34 | |
| DLCLEnc-Dec Layers=18L-18L2022.06 | 38.25 | 19.44 | 35.57 | |
| DLCLEnc-Dec Layers=6L-6L2022.06 | 38.13 | 18.49 | 35 | |
| T-FixupEnc-Dec Layers=6L-6L2022.06 | 38.11 | 19.13 | 35.32 | |
| AdminEnc-Dec Layers=6L-6L2022.06 | 37.96 | 18.93 | 35.05 |