Information Retrieval on BEIR
Metric: NCDG@10 (higher is better)
Metric: NCDG@10 (higher is better)
| # | Model↕ | NCDG@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | $\ell_0$ Mask | 50.43 | No | Exploring $\ell_0$ Sparsification for Inference-... | 2025-04-21 | Code |
| 2 | $\ell_0$ Mask-$\ell_0$ Activation | 50.28 | No | Exploring $\ell_0$ Sparsification for Inference-... | 2025-04-21 | Code |
| 3 | IDF-SPLADEdoc-distill | 49.52 | No | Towards Competitive Search Relevance For Inferen... | 2024-11-07 | Code |
| 4 | SPLADEv3-Doc | 46.97 | No | SPLADE-v3: New baselines for SPLADE | 2024-03-11 | Code |
| 5 | SPLADEdoc-distill | 45.02 | No | SPLADE v2: Sparse Lexical and Expansion Model fo... | 2021-09-21 | Code |
| 6 | BM25 | 44.48 | No | BM25 Query Augmentation Learned End-to-End | 2023-05-23 | - |