Attribution on ALCE Average
53.2Avg. F1C2-Cite++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C2-Cite++Type=FT, Base Model=Llama3-8B2025.11 | 53.2 | 24.3 | |
| FrontType=FT, Base Model=Llama3-8B2025.11 | 50.3 | 20.7 | |
| SNIPPETType=P-ICL, Base Model=Llama3-8B2025.11 | 48.5 | 11.6 | |
| BlueprintType=I-ICL, Base Model=Llama3-8B2025.11 | 47.1 | 18.2 | |
| C2-Cite+Type=FT, Base Model=Llama3-8B2025.11 | 46.6 | 23.9 | |
| SUMMType=P-ICL, Base Model=Llama3-8B2025.11 | 45.1 | 15.6 | |
| C2-CiteType=FT, Base Model=Llama3-8B2025.11 | 44.8 | 23.9 | |
| Self-RAGType=I-ICL, Base Model=Llama3-8B2025.11 | 39.6 | 13.1 | |
| VANILLAType=P-ICL, Base Model=Llama3-8B2025.11 | 35.3 | 22.1 | |
| SynSciQA++Type=FT, Base Model=Llama3-8B2025.11 | 32.8 | 22.1 | |
| C-EnhancedType=I-ICL, Base Model=Llama3-8B2025.11 | 29.6 | 15.3 | |
| AARType=I-ICL, Base Model=Llama3-8B2025.11 | 26 | 17.4 | |
| SynSciQA+Type=FT, Base Model=Llama3-8B2025.11 | 25.6 | 21.6 | |
| AnGType=I-ICL, Base Model=Llama3-8B2025.11 | 23.6 | 10.9 | |
| SynSciQAType=FT, Base Model=Llama3-8B2025.11 | 19.7 | 21.3 |