Attribution on ELI5
55.8PrecisionC2-Cite++
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C2-Cite++Type=FT, Base Model=Llama3-8B2025.11 | 55.8 | 53.9 | 54.8 | 10.7 | |
| C2-CiteType=FT, Base Model=Llama3-8B2025.11 | 52.4 | 43.3 | 47.4 | 10 | |
| FrontType=FT, Base Model=Llama3-8B2025.11 | 51.9 | 50.5 | 51.2 | 9.8 | |
| C2-Cite+Type=FT, Base Model=Llama3-8B2025.11 | 49.5 | 47 | 48.2 | 10.3 | |
| SNIPPETType=P-ICL, Base Model=Llama3-8B2025.11 | 48.4 | 48.5 | 48.4 | 6.8 | |
| BlueprintType=I-ICL, Base Model=Llama3-8B2025.11 | 46.1 | 44.3 | 45.2 | 10.5 | |
| Self-RAGType=I-ICL, Base Model=Llama3-8B2025.11 | 44.4 | 44.4 | 44.4 | 10.6 | |
| SUMMType=P-ICL, Base Model=Llama3-8B2025.11 | 40.5 | 36.4 | 38.4 | 9.4 | |
| VANILLAType=P-ICL, Base Model=Llama3-8B2025.11 | 33.2 | 35.5 | 34.3 | 9.2 | |
| C-EnhancedType=I-ICL, Base Model=Llama3-8B2025.11 | 30.2 | 23.7 | 26.6 | 10.7 | |
| SynSciQA++Type=FT, Base Model=Llama3-8B2025.11 | 26.3 | 25.4 | 25.8 | 9 | |
| SynSciQA+Type=FT, Base Model=Llama3-8B2025.11 | 21.5 | 18.8 | 20.1 | 8.2 | |
| SynSciQAType=FT, Base Model=Llama3-8B2025.11 | 19.7 | 15.2 | 17.2 | 7.8 | |
| AARType=I-ICL, Base Model=Llama3-8B2025.11 | 12.4 | 13.1 | 12.8 | 5.1 | |
| AnGType=I-ICL, Base Model=Llama3-8B2025.11 | 9.1 | 10.6 | 9.8 | 10.8 |