Attribution Quality Evaluation on CNN DailyMail
1.371Log-Prob DropCAMAB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAMABTop-k=k = 5, Backbone=Qwen2.5-7B2025.06 | 1.371 | 41.5 | |
| SHAPTop-k=k = 5, Backbone=Qwen2.5-7B2025.06 | 1.285 | 43 | |
| ContextCiteTop-k=k = 5, Backbone=Qwen2.5-7B2025.06 | 1.192 | 47.8 | |
| CAMABTop-k=k = 3, Backbone=Qwen2.5-7B2025.06 | 0.998 | 48.7 | |
| SHAPTop-k=k = 3, Backbone=Qwen2.5-7B2025.06 | 0.91 | 50.4 | |
| ContextCiteTop-k=k = 3, Backbone=Qwen2.5-7B2025.06 | 0.837 | 54.2 | |
| RandomTop-k=k = 5, Backbone=Qwen2.5-7B2025.06 | 0.57 | 57 | |
| CAMABTop-k=k = 1, Backbone=Qwen2.5-7B2025.06 | 0.442 | 61.3 | |
| SHAPTop-k=k = 1, Backbone=Qwen2.5-7B2025.06 | 0.393 | 62.4 | |
| ContextCiteTop-k=k = 1, Backbone=Qwen2.5-7B2025.06 | 0.365 | 63.2 | |
| RandomTop-k=k = 3, Backbone=Qwen2.5-7B2025.06 | 0.33 | 63.1 | |
| RandomTop-k=k = 1, Backbone=Qwen2.5-7B2025.06 | 0.112 | 71.2 |