Metric: nDCG@10 (higher is better)
| # | Model↕ | nDCG@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Blended RAG | 0.67 | No | Blended RAG: Improving RAG (Retriever-Augmented ... | 2024-03-22 | Code |
| 2 | monoT5-3B | 0.633 | No | No Parameter Left Behind: How Distillation and M... | 2022-06-06 | Code |
| 3 | BM25+CE | 0.533 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |
| 4 | ColBERT | 0.524 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |
| 5 | SGPT-BE-5.8B | 0.524 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 6 | SGPT-CE-6.1B | 0.401 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |