Passage Ranking on MS MARCO 100K passages (dev-small)
89.2MRR@10SPLADE + Dense MatMul
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SPLADE + Dense MatMulModel=SPLADE-cocondenser-ensembledistil, Hardware=H100 80GB, Implementation=Uncompiled dense torch.mm2026.06 | 89.2 | 91.2 | 99.8 | 58.5 | 117 | |
| SPLADE + TritonModel=SPLADE-cocondenser-ensembledistil, Hardware=H100 80GB, Implementation=Triton Fused2026.06 | 89.2 | 91.2 | 99.8 | 7.3 | 15 | |
| Pyserini BM25Hardware=CPU, Threading=single-threaded per query, k1=0.9, b=0.42026.06 | 70.2 | 73.5 | 97.3 | 12.6 | 25.2 |