Vector Quantization on FB-ssnpp 1M (test)
6.53MSERQ-MoE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RQ-MoECodebook budget=16 bytes2026.05 | 6.53 | 6.5 | 17 | 36.1 | |
| LSQCodebook budget=16 bytes2026.05 | 6.56 | 6.3 | 16 | 34.7 | |
| QINCoCodebook budget=16 bytes2026.05 | 6.58 | 6.4 | 16.8 | 35.6 | |
| RQCodebook budget=16 bytes2026.05 | 6.99 | 5.4 | 13 | 29.7 | |
| OPQCodebook budget=16 bytes2026.05 | 7.25 | 5.1 | 12.3 | 27.3 | |
| RQ-MoECodebook budget=8 bytes2026.05 | 8.64 | 3.6 | 9 | 20.9 | |
| QINCoCodebook budget=8 bytes2026.05 | 8.67 | 3.6 | 8.9 | 20.7 | |
| LSQCodebook budget=8 bytes2026.05 | 8.82 | 3.4 | 8 | 18 | |
| RQCodebook budget=8 bytes2026.05 | 9.18 | 2.7 | 5.9 | 14.4 | |
| OPQCodebook budget=8 bytes2026.05 | 9.51 | 2.5 | 5 | 11.3 |