Open-ended Generation on XSum 1,000 samples (test)
23.11ROUGE-LDoLA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DoLABackbone=Mistral-7B-v0.32025.03 | 23.11 | 48.78 | 66.31 | 46.1 | |
| HICDBackbone=Mistral-7B-v0.32025.03 | 22.68 | 67.21 | 68.84 | 52.9 | |
| Mistral-7B-v0.3Backbone=Mistral-7B-v0.32025.03 | 22.41 | 49.21 | 66.47 | 46 | |
| CADBackbone=Mistral-7B-v0.32025.03 | 22.05 | 66.93 | 68.76 | 52.5 | |
| DoLABackbone=LLaMA3-8B-Instruct2025.03 | 19.84 | 47.68 | 65.11 | 44.2 | |
| HICDBackbone=LLaMA3-8B-Instruct2025.03 | 19.8 | 62.42 | 65.46 | 49.2 | |
| LLaMA3-8B-InstructBackbone=LLaMA3-8B-Instruct2025.03 | 19.71 | 46.53 | 65.34 | 43.9 | |
| CADBackbone=LLaMA3-8B-Instruct2025.03 | 18.73 | 63.21 | 64.98 | 49 | |
| HICDBackbone=LLaMA-7B2025.03 | 17.98 | 61.25 | 62.17 | 47.1 | |
| DoLABackbone=LLaMA-7B2025.03 | 17.84 | 47.15 | 64.13 | 43 | |
| LLaMA-7BBackbone=LLaMA-7B2025.03 | 17.8 | 47.21 | 63.76 | 42.9 | |
| CADBackbone=LLaMA-7B2025.03 | 17.03 | 60.41 | 63.47 | 46.9 |