Metric: nDCG@10 (higher is better)
| # | Model↕ | nDCG@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SGPT-BE-5.8B | 0.873 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 2 | monoT5-3B | 0.795 | No | No Parameter Left Behind: How Distillation and M... | 2022-06-06 | Code |
| 3 | SGPT-CE-6.1B | 0.791 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 4 | SGPT-CE-2.7B | 0.762 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 5 | BM25+CE | 0.757 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |
| 6 | ColBERT | 0.677 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |