Object Detection on Average nuScenes, Waymo, KITTI
100mAPOriginal (8-bit)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original (8-bit)Bit-depth=8-bit2026.03 | 100 | 1 | 100 | — | 0 | |
| JPEG20002026.03 | 100 | 1 | 100 | — | 0 | |
| WebP Q100Quality=1002026.03 | 100 | 1.08 | 99 | 47.2 | 0.017 | |
| JPEG Q100Quality=1002026.03 | 97 | 1.12 | 100 | 54.1 | 0.003 | |
| MotiMemPareto optimal=true2026.03 | 93 | 0.57 | 92 | 30.6 | 0.214 | |
| Global k=4k=42026.03 | 91 | 0.52 | 92 | 30.2 | 0.228 | |
| Uniform 4-bitBit-width=4-bit2026.03 | 91 | 0.47 | 91 | 29.5 | 0.23 | |
| JPEG Q50Quality=502026.03 | 91 | 0.93 | 97 | 39.8 | 0.087 | |
| WebP Q50Quality=502026.03 | 89 | 1 | 94 | 37.4 | 0.181 | |
| WebP Q10Quality=102026.03 | 82 | 1.01 | 88 | 33.8 | 0.326 | |
| JPEG Q10Quality=102026.03 | 73 | 0.77 | 85 | 31.7 | 0.387 |