An Updated Duet Model for Passage Re-ranking
About
We propose several small modifications to Duet---a deep neural ranking model---and evaluate the updated model on the MS MARCO passage ranking task. We report significant improvements from the proposed changes based on an ablation study.
Bhaskar Mitra, Nick Craswell• 2019
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Retrieval | MS MARCO (dev) | MRR@100.252 | 84 | |
| Passage Ranking | MS MARCO (dev) | MRR@1024.3 | 73 | |
| Passage Ranking | MS MARCO (eval) | MRR@100.253 | 12 | |
| Passage Ranking | MS-MARCO (test) | MRR@1024.5 | 5 |
Showing 4 of 4 rows