The effect of different PAQ subsets on the NQ validation accuracy of RePAQ.
# . | KB . | Filtering . | Size . | Exact Match . | |
---|---|---|---|---|---|
. | . | . | . | Retrieve . | Rerank . |
1 | NQ-Train | – | 87.9K | 27.9 | 31.8 |
2 | PAQL,1 | None | 58.0M | 21.6 | 30.6 |
3 | PAQL,1 | Local | 31.7M | 28.3 | 34.9 |
4 | PAQL,1 | Global | 14.1M | 38.6 | 44.3 |
5 | PAQL,4 | Global | 53.8M | 40.3 | 45.2 |
6 | PAQNE,1 | Global | 12.0M | 37.3 | 42.6 |
7 | PAQ | Global | 64.9M | 41.6 | 46.4 |
# . | KB . | Filtering . | Size . | Exact Match . | |
---|---|---|---|---|---|
. | . | . | . | Retrieve . | Rerank . |
1 | NQ-Train | – | 87.9K | 27.9 | 31.8 |
2 | PAQL,1 | None | 58.0M | 21.6 | 30.6 |
3 | PAQL,1 | Local | 31.7M | 28.3 | 34.9 |
4 | PAQL,1 | Global | 14.1M | 38.6 | 44.3 |
5 | PAQL,4 | Global | 53.8M | 40.3 | 45.2 |
6 | PAQNE,1 | Global | 12.0M | 37.3 | 42.6 |
7 | PAQ | Global | 64.9M | 41.6 | 46.4 |