Biomedical Information Retrieval on NFCorpus (BEIR)
Metric: nDCG@10 (higher is better)
Metric: nDCG@10 (higher is better)
| # | Model↕ | nDCG@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | monoT5-3B | 0.383 | No | No Parameter Left Behind: How Distillation and M... | 2022-06-06 | Code |
| 2 | SGPT-BE-5.8B | 0.362 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 3 | OpenAI Search-Davinci | 0.358 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 4 | BM25+CE | 0.35 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |
| 5 | SGPT-CE-6.1B | 0.347 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 6 | SGPT-CE-2.7B | 0.333 | No | SGPT: GPT Sentence Embeddings for Semantic Search | 2022-02-17 | Code |
| 7 | ColBERT | 0.305 | No | BEIR: A Heterogenous Benchmark for Zero-shot Eva... | 2021-04-17 | Code |