Text Summarization on CNNDM
22.15ROUGE-2SimCLS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SimCLS2022.10 | 22.15 | 46.67 | 43.54 | 37.45 | 35.57 | 40.5 | 88.85 | |
| T52022.10 | 21.55 | 43.52 | 40.69 | 35.25 | 33.67 | 38.6 | 88.66 | |
| BART2022.10 | 21.28 | 44.16 | 40.9 | 35.45 | 33.75 | 40.5 | 88.62 | |
| Universal Evasion Attacks (Scrambled code + broken)C=32022.10 | 20.39 | 46.71 | 43.56 | 36.89 | 34.62 | 39.6 | 87.8 | |
| HyperMoEArchitecture=Switch Transformer2024.02 | 20.12 | — | — | — | — | — | — | |
| Universal Evasion Attacks (Scrambled code + broken (alter))C=22022.10 | 19.84 | 48.18 | 45.35 | 37.79 | 35.13 | 40.6 | 87.8 | |
| MoE-ShareArchitecture=Switch Transformer2024.02 | 19.8 | — | — | — | — | — | — | |
| MoEArchitecture=Switch Transformer2024.02 | 19.75 | — | — | — | — | — | — | |
| PNBERT2022.10 | 19.6 | 42.69 | 38.85 | 33.71 | 31.91 | 41.2 | 87.73 | |
| Bottom-Up2022.10 | 18.68 | 41.22 | 38.34 | 32.75 | 30.91 | 34.2 | 87.71 | |
| Pointer-generator(coverage)2022.10 | 17.28 | 39.53 | 36.38 | 31.06 | 29.18 | 33.1 | 86.44 |