Citation Retrieval on HotpotQA
836Helpful Citations CountEMBEDDING_RETRIEVAL_NOCTX
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EMBEDDING_RETRIEVAL_NOCTXRetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 836 | 6,077 | 13.8 | |
| SPIRERetrieval Pipeline=End-to-end pipeline (embedding + contextual filtering), Citation Budget=1000-token2026.02 | 538 | 822 | 65.5 | |
| EMBEDDING_RETRIEVALRetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 479 | 2,225 | 21.5 | |
| BGERetrieval Pipeline=Embedding-only, Citation Budget=1000-token, Backbone=BGE-Large-EN2026.02 | 336 | 1,514 | 22.2 |