Text Retrieval on MS MARCO Passage
0.437MRR@10HLATR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HLATRPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 0.437 | 0.445 | |
| WCRPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 0.429 | 0.439 | |
| HLATRPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 0.425 | 0.435 | |
| HLATRPTM=BERTlarge, Retrieval Type=Dense2022.05 | 0.424 | 0.434 | |
| HLATRPTM=BERTbase, Retrieval Type=Dense2022.05 | 0.42 | 0.429 | |
| WCRPTM=BERTlarge, Retrieval Type=Dense2022.05 | 0.42 | 0.429 | |
| WCRPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 0.42 | 0.429 | |
| RerankingPTM=RoBERTalarge, Retrieval Type=Dense2022.05 | 0.416 | 0.426 | |
| WCRPTM=BERTbase, Retrieval Type=Dense2022.05 | 0.415 | 0.424 | |
| RerankingPTM=BERTlarge, Retrieval Type=Dense2022.05 | 0.41 | 0.42 | |
| RerankingPTM=RoBERTabase, Retrieval Type=Dense2022.05 | 0.408 | 0.417 | |
| RerankingPTM=BERTbase, Retrieval Type=Dense2022.05 | 0.401 | 0.411 | |
| Retrieval OnlyRetrieval Type=Dense2022.05 | 0.383 | 0.394 | |
| HLATRPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 0.368 | 0.378 | |
| WCRPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 0.364 | 0.374 | |
| RerankingPTM=RoBERTalarge, Retrieval Type=Sparse2022.05 | 0.362 | 0.372 | |
| HLATRPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 0.359 | 0.367 | |
| WCRPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 0.356 | 0.366 | |
| HLATRPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 0.355 | 0.365 | |
| RerankingPTM=BERTlarge, Retrieval Type=Sparse2022.05 | 0.354 | 0.363 | |
| WCRPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 0.352 | 0.363 | |
| HLATRPTM=BERTbase, Retrieval Type=Sparse2022.05 | 0.35 | 0.36 | |
| RerankingPTM=RoBERTabase, Retrieval Type=Sparse2022.05 | 0.349 | 0.361 | |
| WCRPTM=BERTbase, Retrieval Type=Sparse2022.05 | 0.345 | 0.356 | |
| RerankingPTM=BERTbase, Retrieval Type=Sparse2022.05 | 0.344 | 0.355 | |
| Retrieval OnlyRetrieval Type=Sparse2022.05 | 0.187 | 0.198 |