Summarization on Summarization dataset
67.8ROUGE-L F1FELIX
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FELIXCasing=Lower-cased2022.03 | 67.8 | 65.3 | 71.5 | — | — | |
| EDITCLCasing=Lower-cased2022.03 | 66.1 | 57.7 | 77.2 | — | — | |
| EDITCL2022.03 | 63.8 | 56.1 | 74 | — | — | |
| ILP2022.03 | 60.6 | 60.6 | 63.2 | — | — | |
| FELIX2022.03 | 55.5 | 53.7 | 58.1 | — | — | |
| SEQ2SEQ2022.03 | 53.1 | 57.6 | 51.5 | — | — | |
| NAMAS2022.03 | 51.5 | 48.8 | 55.2 | — | — | |
| RK4-blockblock_type=ODE Transformer2022.03 | 38.68 | — | — | 41.83 | 18.84 | |
| RK2-blockblock_type=ODE Transformer2022.03 | 38.41 | — | — | 41.58 | 18.57 | |
| Liu et al. (2020b)2022.03 | 37.9 | — | — | 41 | 18.3 | |
| Residual-block2022.03 | 37.29 | — | — | 40.47 | 17.73 | |
| M-RAGLLM=Mistral 7B2024.05 | 30.49 | — | — | 37.47 | 13.24 | |
| M-RAGLLM=Gemma 7B2024.05 | 27.82 | — | — | 33.81 | 12.93 | |
| SelfmemLLM=Mistral 7B2024.05 | 27.06 | — | — | 35.4 | 12.68 | |
| T32022.03 | 26.8 | 48.3 | 20 | — | — | |
| SelfmemLLM=Gemma 7B2024.05 | 25.07 | — | — | 31.38 | 9.97 |