Object Detection on nuScenes (mAP, SSIM, PSNR, LPIPS)
100mAPOriginal (8-bit)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original (8-bit)Bit-depth=8-bit2026.03 | 100 | 1 | 100 | — | 0 | |
| JPEG20002026.03 | 100 | 1.02 | 100 | — | 0 | |
| WebP Q100Quality=1002026.03 | 100 | 1.05 | 99 | 47.1 | 0.017 | |
| JPEG Q100Quality=1002026.03 | 98 | 1.23 | 100 | 54 | 0.003 | |
| MotiMemPareto optimal=true2026.03 | 91 | 0.63 | 92 | 30.6 | 0.215 | |
| JPEG Q50Quality=502026.03 | 91 | 0.95 | 97 | 39.7 | 0.088 | |
| Global k=4k=42026.03 | 90 | 0.59 | 92 | 30.2 | 0.23 | |
| Uniform 4-bitBit-width=4-bit2026.03 | 90 | 0.48 | 91 | 29.5 | 0.231 | |
| WebP Q50Quality=502026.03 | 88 | 1.03 | 94 | 37.4 | 0.182 | |
| WebP Q10Quality=102026.03 | 80 | 1.04 | 88 | 33.8 | 0.327 | |
| JPEG Q10Quality=102026.03 | 74 | 0.73 | 85 | 31.7 | 0.389 |