Vector Quantization on BigANN 1M (test)
0.3MSERQ-MoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RQ-MoECodebook budget=16 bytes2026.05 | 0.3 | 72.3 | 99.6 | 100 | |
| QINCoCodebook budget=16 bytes2026.05 | 0.33 | 71.6 | 99.5 | 100 | |
| UNQCodebook budget=16 bytes2026.05 | 0.47 | 64.3 | 98.8 | 100 | |
| LSQCodebook budget=16 bytes2026.05 | 0.98 | 51 | 95.4 | 100 | |
| RQ-MoECodebook budget=8 bytes2026.05 | 1.1 | 46.2 | 91.7 | 99.7 | |
| UNQCodebook budget=8 bytes2026.05 | 1.12 | 39.7 | 88.3 | 99.6 | |
| QINCoCodebook budget=8 bytes2026.05 | 1.12 | 45.1 | 91 | 99.7 | |
| RQCodebook budget=16 bytes2026.05 | 1.3 | 49.2 | 95.1 | 100 | |
| OPQCodebook budget=16 bytes2026.05 | 1.79 | 41.5 | 89.6 | 99.8 | |
| LSQCodebook budget=8 bytes2026.05 | 1.89 | 30.9 | 78.5 | 98.8 | |
| RQCodebook budget=8 bytes2026.05 | 2.49 | 27.8 | 75.2 | 98.1 | |
| OPQCodebook budget=8 bytes2026.05 | 2.97 | 21.4 | 63.9 | 95.3 |