Information Retrieval on MS Marco
44.2NDCG@10GTR-XXL
Evaluation results
| Method | Links | |
|---|---|---|
| GTR-XXLRetrieval Category=Dense, Model Scale=XXL2021.12 | 44.2 | |
| GTR-XLRetrieval Category=Dense, Model Scale=XL2021.12 | 43.9 | |
| GTR-LargeRetrieval Category=Dense, Model Scale=Large2021.12 | 43 | |
| Fine-tuned modelFine-tune on=MSMarco2023.11 | 42.23 | |
| LM-Cocktail2Fine-tune on=MSMarco, Merge components=Base model + 1 Specialist2023.11 | 42.01 | |
| GTR-BaseRetrieval Category=Dense, Model Scale=Base2021.12 | 42 | |
| LM-Cocktail10Fine-tune on=MSMarco, Merge components=Base model + 9 Specialists2023.11 | 41.88 | |
| BGEModel Type=Base model2023.11 | 41.15 | |
| TAS-BRetrieval Category=Dense2021.12 | 40.8 | |
| GenQRetrieval Category=Dense2021.12 | 40.8 | |
| ColBERTRetrieval Category=Dense2021.12 | 40.1 | |
| ANCERetrieval Category=Dense2021.12 | 38.8 | |
| docT5queryRetrieval Category=Lexical / Sparse2021.12 | 33.8 | |
| BM25Retrieval Category=Lexical / Sparse2021.12 | 22.8 | |
| DPRRetrieval Category=Dense2021.12 | 17.7 |