Attribution on ASQA
76.3PrecisionC2-Cite++
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C2-Cite++Type=FT, Base Model=Llama3-8B2025.11 | 76.3 | 74.4 | 75.3 | 48.8 | |
| FrontType=FT, Base Model=Llama3-8B2025.11 | 73.2 | 70.9 | 72 | 42.8 | |
| C2-Cite+Type=FT, Base Model=Llama3-8B2025.11 | 73.2 | 70.8 | 72 | 45.7 | |
| C2-CiteType=FT, Base Model=Llama3-8B2025.11 | 72.8 | 65.2 | 68.8 | 45.2 | |
| BlueprintType=I-ICL, Base Model=Llama3-8B2025.11 | 71.3 | 68.5 | 69.9 | 40.8 | |
| SUMMType=P-ICL, Base Model=Llama3-8B2025.11 | 69 | 67.2 | 68.1 | 23.5 | |
| SNIPPETType=P-ICL, Base Model=Llama3-8B2025.11 | 68.9 | 66.7 | 67.8 | 20.2 | |
| VANILLAType=P-ICL, Base Model=Llama3-8B2025.11 | 60 | 55.9 | 57.9 | 38.6 | |
| AARType=I-ICL, Base Model=Llama3-8B2025.11 | 47.8 | 37.8 | 42.2 | 38.9 | |
| SynSciQA++Type=FT, Base Model=Llama3-8B2025.11 | 47.4 | 46.9 | 47.1 | 41.2 | |
| Self-RAGType=I-ICL, Base Model=Llama3-8B2025.11 | 47 | 46.9 | 47 | 27.4 | |
| SynSciQA+Type=FT, Base Model=Llama3-8B2025.11 | 43.7 | 41 | 42.3 | 40.6 | |
| C-EnhancedType=I-ICL, Base Model=Llama3-8B2025.11 | 40.8 | 30.9 | 35.2 | 31 | |
| AnGType=I-ICL, Base Model=Llama3-8B2025.11 | 40.7 | 43.8 | 42.2 | 18.4 | |
| SynSciQAType=FT, Base Model=Llama3-8B2025.11 | 36.9 | 31.6 | 34 | 39.9 |