Object Detection on Waymo
100mAPOriginal (8-bit)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original (8-bit)Bit-depth=8-bit2026.03 | 100 | 1 | 100 | — | 0 | |
| JPEG20002026.03 | 100 | 0.94 | 100 | — | 0 | |
| WebP Q100Quality=1002026.03 | 100 | 1.01 | 100 | 48.6 | 0.014 | |
| JPEG Q100Quality=1002026.03 | 98 | 1.11 | 100 | 55.8 | 0.002 | |
| MotiMemPareto optimal=true2026.03 | 92 | 0.51 | 93 | 31.8 | 0.198 | |
| JPEG Q50Quality=502026.03 | 92 | 0.86 | 97 | 41.2 | 0.076 | |
| Global k=4k=42026.03 | 90 | 0.49 | 93 | 31.4 | 0.212 | |
| Uniform 4-bitBit-width=4-bit2026.03 | 90 | 0.49 | 92 | 30.6 | 0.214 | |
| WebP Q50Quality=502026.03 | 90 | 0.95 | 95 | 38.8 | 0.165 | |
| WebP Q10Quality=102026.03 | 83 | 0.95 | 89 | 35.1 | 0.308 | |
| JPEG Q10Quality=102026.03 | 70 | 0.7 | 86 | 32.9 | 0.372 |