Vector Quantization on Contriever 1M (test)
1.08MSERQ-MoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RQ-MoECodebook budget=16 bytes2026.05 | 1.08 | 31.4 | 62.5 | 87.2 | |
| QINCoCodebook budget=16 bytes2026.05 | 1.1 | 31 | 61.7 | 85.4 | |
| LSQCodebook budget=16 bytes2026.05 | 1.32 | 25.7 | 54.6 | 79.8 | |
| RQ-MoECodebook budget=8 bytes2026.05 | 1.38 | 21.6 | 48.9 | 76.2 | |
| QINCoCodebook budget=8 bytes2026.05 | 1.42 | 20.4 | 47.1 | 74.5 | |
| LSQCodebook budget=8 bytes2026.05 | 1.64 | 13.3 | 35.1 | 62.9 | |
| RQCodebook budget=16 bytes2026.05 | 1.65 | 19.9 | 43.6 | 68.4 | |
| OPQCodebook budget=16 bytes2026.05 | 1.71 | 18 | 40.8 | 98.9 | |
| RQCodebook budget=8 bytes2026.05 | 1.81 | 9.8 | 27.4 | 53.1 | |
| OPQCodebook budget=8 bytes2026.05 | 1.87 | 8.5 | 24.4 | 50.6 |