Vector Quantization on Deep 1M (test)
0.05MSEQINCo
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| QINCoCodebook budget=16 bytes2026.05 | 0.05 | 59.6 | 98.1 | 100 | |
| RQ-MoECodebook budget=16 bytes2026.05 | 0.05 | 60.2 | 98.6 | 100 | |
| UNQCodebook budget=16 bytes2026.05 | 0.06 | 51.5 | 95.8 | 100 | |
| LSQCodebook budget=16 bytes2026.05 | 0.09 | 42 | 89.5 | 99.9 | |
| RQCodebook budget=16 bytes2026.05 | 0.1 | 43 | 90.6 | 99.9 | |
| QINCoCodebook budget=8 bytes2026.05 | 0.12 | 36.3 | 84.6 | 99.4 | |
| RQ-MoECodebook budget=8 bytes2026.05 | 0.12 | 36.5 | 85 | 99.5 | |
| UNQCodebook budget=8 bytes2026.05 | 0.14 | 29.2 | 77.5 | 98.8 | |
| OPQCodebook budget=16 bytes2026.05 | 0.14 | 34.9 | 82.2 | 98.9 | |
| LSQCodebook budget=8 bytes2026.05 | 0.17 | 24.6 | 68.7 | 96.8 | |
| RQCodebook budget=8 bytes2026.05 | 0.19 | 22.3 | 64.7 | 95.5 | |
| OPQCodebook budget=8 bytes2026.05 | 0.25 | 15.2 | 51.2 | 87.8 |