Query-to-Document Retrieval on PPLXQuery2Doc English Large 30M corpus 1.0
12.18Recall@10pplx-embed-v1-4B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| pplx-embed-v1-4BQuantization=INT82026.02 | 12.18 | 19.22 | 44.26 | 88.23 | |
| pplx-embed-v1-4BQuantization=Binary (BIN)2026.02 | 11.74 | 18.4 | 42.82 | 87.13 | |
| pplx-embed-v1-0.6BQuantization=INT82026.02 | 11.14 | 17.17 | 40.17 | 84.43 | |
| pplx-embed-v1-0.6BQuantization=Binary (BIN)2026.02 | 9.72 | 15.27 | 36.42 | 80.71 | |
| qwen3-embed-4B2026.02 | 8.46 | 13.73 | 35.53 | 83.13 | |
| bge-m32026.02 | 8.12 | 13.08 | 32.76 | 78.23 | |
| qwen3-embed-0.6B2026.02 | 7.42 | — | 31.1 | 77.9 |