Information Retrieval on SciFact BEIR (test) (Relevance and Efficiency)
2,585Throughput (QPS)BM25
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BM25type=lexical2026.02 | 2,585 | — | — | 0.04 | 55 | |
| E5-base-v2type=dense embedding, parameters=384M2026.02 | 42 | 23 | 30 | 1.07 | 67 | |
| SPLADEtype=learned sparse2026.02 | 7 | 142 | 156 | 1.16 | 69 | |
| CUBOtype=hybrid2026.02 | 2.1 | 185 | 2,950 | 8.2 | 39.9 |