Inner Product Estimation on High-dimensional vectors
0.553Inner Product Distortion (b=1)BlockQuant
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BlockQuantVariant=UB, p=32026.05 | 0.553 | 0.113 | 0.0279 | 0.071 | 1.77 | |
| EDENVariant=UB2026.05 | 0.571 | 0.133 | 0.0358 | 0.0096 | 2.721 | |
| RabitQVariant=UB2026.05 | 0.571 | 0.135 | 0.0389 | 0.0117 | — | |
| BlockQuantVariant=UB, p=22026.05 | 0.571 | 0.12 | 0.0306 | 0.0078 | 2.015 | |
| TurboQuantVariant=PROD2026.05 | 1.57 | 0.56 | 0.18 | 0.047 | 17.09 |