Information Retrieval on Quora
90.31NDCG@10Fine-tuned model
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fine-tuned modelFine-tune on=Quora2023.11 | 90.31 | — | — | |
| LM-Cocktail2Fine-tune on=Quora, Merge components=Base model + 1 Specialist2023.11 | 89.93 | — | — | |
| LM-Cocktail10Fine-tune on=Quora, Merge components=Base model + 9 Specialists2023.11 | 89.81 | — | — | |
| BGEModel Type=Base model2023.11 | 88.9 | — | — | |
| MiniLM_ALLArchitecture=Bi-Encoder, Zero-shot=true2026.02 | 84.8 | 81.2 | 84 | |
| DRAMA-MiniLM_HoulsbyArchitecture=Bi-Encoder, Zero-shot=true, Adapter Type=Houlsby2026.02 | 83.2 | 79.5 | 82.6 | |
| MiniLM_RNDArchitecture=Bi-Encoder, Zero-shot=true2026.02 | 83.1 | 79.4 | 82.5 | |
| BM25Architecture=Bi-Encoder, Zero-shot=true2026.02 | 77 | 72.9 | 76 |