Academic Citation Prediction on CiteRAG (test)
9.7Recall@20CitationRetriever-8B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CitationRetriever-8BModel=CitationRetriever-8B2026.01 | 9.7 | 13.86 | 32.19 | 32.32 | |
| Qwen3-Embedding-8BModel=Qwen3-Embedding-8B2026.01 | 5.22 | 7.75 | 21.63 | 21.86 | |
| All-MPNet-Base-V2Model=All-MPNet-Base-V22026.01 | 3.66 | 5.66 | 16.7 | 17.03 | |
| Multilingual-E5-LargeModel=Multilingual-E5-Large2026.01 | 3.32 | 4.96 | 16.34 | 16.67 | |
| BGE-M3Model=BGE-M32026.01 | 3.26 | 4.81 | 16.11 | 16.43 | |
| BM25Model=BM252026.01 | 2.83 | 4.26 | 14.02 | 14.35 | |
| TF-IDFModel=TF-IDF2026.01 | 2.12 | 3.32 | 11.09 | 11.45 |