Summarization on XSum (ROUGE-L, FactKB, BERT-P)
16.57ROUGE-LCAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CADModel=Mistral-7B2026.04 | 16.57 | 39.22 | 89.93 | |
| Token-aware CFBModel=Llama2-13B2026.04 | 15.25 | 37.91 | 89.57 | |
| Token-aware CFBModel=Mistral-7B2026.04 | 14.75 | 48.69 | 88.85 | |
| Static CFBModel=Mistral-7B2026.04 | 14.66 | 54.25 | 89.55 | |
| Context-aware CFBModel=Llama2-13B2026.04 | 14.62 | 55.02 | 89.49 | |
| Context-aware CFBModel=Mistral-7B2026.04 | 14.56 | 56.02 | 89.64 | |
| ADACADModel=Mistral-7B2026.04 | 14.46 | 29.19 | 86.42 | |
| CADModel=Llama2-13B2026.04 | 13.96 | 26.91 | 88.86 | |
| Static CFBModel=Llama2-13B2026.04 | 13.77 | 54.38 | 89.53 | |
| Token-aware CFBModel=Llama3-8B2026.04 | 13.23 | 55.29 | 88.45 | |
| CADModel=Llama3-8B2026.04 | 12.92 | 45.77 | 87.05 | |
| Context-aware CFBModel=Llama3-8B2026.04 | 12.59 | 66.85 | 88.67 | |
| Static CFBModel=Llama3-8B2026.04 | 12.46 | 66.33 | 88.69 | |
| COIECDModel=Mistral-7B2026.04 | 11.93 | 27.09 | 84.27 | |
| ADACADModel=Llama2-13B2026.04 | 10.74 | 38.83 | 83.68 | |
| COIECDModel=Llama3-8B2026.04 | 10.59 | 51.9 | 83.8 | |
| COIECDModel=Llama2-13B2026.04 | 9.49 | 9.51 | 84.16 | |
| ADACADModel=Llama3-8B2026.04 | 8.69 | 42.81 | 82.07 |