Context Attribution on TyDi QA random subset of 10,000 samples
0.893Log-Probability DropCAMAB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAMABk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.893 | 34.5 | |
| SHAPk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.872 | 36.8 | |
| CAMABk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.813 | 37.8 | |
| SHAPk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.803 | 40 | |
| ContextCitek=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.631 | 44.2 | |
| CAMABk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.596 | 47.3 | |
| SHAPk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.596 | 48.8 | |
| ContextCitek=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.579 | 46.8 | |
| ContextCitek=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.429 | 53.9 | |
| Randomk=5, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.373 | 56.6 | |
| Randomk=3, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.24 | 62.4 | |
| Randomk=1, Query budget=40, Model=LLaMA-3.1-8B2025.06 | 0.069 | 71.9 |