Text Retrieval on MS MARCO Document
45.9MRR@10HLATR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HLATRPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 45.9 | 46.6 | |
| WCRPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 45.7 | 46.4 | |
| HLATRPTM=BERTlarge, Retrieval Type=Dense2022.05 | 45.6 | 46.3 | |
| HLATRPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 45.4 | 46.1 | |
| WCRPTM=BERTlarge, Retrieval Type=Dense2022.05 | 45.2 | 45.9 | |
| RerankingPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 45.2 | 45.9 | |
| WCRPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 45.1 | 45.8 | |
| HLATRPTM=BERTbase, Retrieval Type=Dense2022.05 | 44.5 | 45.2 | |
| WCRPTM=BERTbase, Retrieval Type=Dense2022.05 | 44.3 | 45.1 | |
| RerankingPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 44.3 | 45.1 | |
| RerankingPTM=BERTlarge, Retrieval Type=Dense2022.05 | 44.2 | 45 | |
| RerankingPTM=BERTbase, Retrieval Type=Dense2022.05 | 43.4 | 44.2 | |
| HLATRPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 42.3 | 42.7 | |
| HLATRPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 42.2 | 42.8 | |
| HLATRPTM=BERTbase, Retrieval Type=Sparse2022.05 | 42 | 42.5 | |
| HLATRPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 42 | 42.4 | |
| WCRPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 41.2 | 41.6 | |
| WCRPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 41 | 41.6 | |
| WCRPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 40.8 | 41.3 | |
| RerankingPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 40.8 | 41.2 | |
| WCRPTM=BERTbase, Retrieval Type=Sparse2022.05 | 40.6 | 41.1 | |
| RerankingPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 40.6 | 41.1 | |
| RerankingPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 40.6 | 41 | |
| RerankingPTM=BERTbase, Retrieval Type=Sparse2022.05 | 40.4 | 40.9 | |
| Retrieval OnlyRetrieval Type=Dense2022.05 | 36.8 | 37.9 | |
| Retrieval OnlyRetrieval Type=Sparse2022.05 | 20.9 | 22.2 |