Attribution on QAMPARI
37.3PrecisionC-Enhanced
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C-EnhancedType=I-ICL, Base Model=Llama3-8B2025.11 | 37.3 | 21.1 | 26.9 | 4.2 | |
| C2-Cite++Type=FT, Base Model=Llama3-8B2025.11 | 32.8 | 26.9 | 29.6 | 13.8 | |
| FrontType=FT, Base Model=Llama3-8B2025.11 | 31.9 | 24.3 | 27.6 | 9.5 | |
| SNIPPETType=P-ICL, Base Model=Llama3-8B2025.11 | 28.4 | 30.3 | 29.3 | 7.7 | |
| BlueprintType=I-ICL, Base Model=Llama3-8B2025.11 | 27.9 | 24.7 | 26.2 | 3.4 | |
| Self-RAGType=I-ICL, Base Model=Llama3-8B2025.11 | 27.5 | 27.3 | 27.4 | 1.4 | |
| SUMMType=P-ICL, Base Model=Llama3-8B2025.11 | 27.4 | 30.5 | 28.9 | 14 | |
| C2-Cite+Type=FT, Base Model=Llama3-8B2025.11 | 26.9 | 15.3 | 19.5 | 15.6 | |
| C2-CiteType=FT, Base Model=Llama3-8B2025.11 | 26.8 | 14.3 | 18.5 | 16.6 | |
| SynSciQA++Type=FT, Base Model=Llama3-8B2025.11 | 26.2 | 25 | 25.6 | 16 | |
| AARType=I-ICL, Base Model=Llama3-8B2025.11 | 23.5 | 22.7 | 23.1 | 8.1 | |
| AnGType=I-ICL, Base Model=Llama3-8B2025.11 | 17.9 | 19.5 | 18.7 | 3.6 | |
| SynSciQA+Type=FT, Base Model=Llama3-8B2025.11 | 15.1 | 13.5 | 14.3 | 15.9 | |
| SynSciQAType=FT, Base Model=Llama3-8B2025.11 | 14.9 | 5.5 | 8 | 16.3 | |
| VANILLAType=P-ICL, Base Model=Llama3-8B2025.11 | 12.4 | 16.9 | 14.3 | 18.6 |