| Model | 输入尺寸 | 类别数 | 参数量(M) | Float Top-1 | Quant Top-1 | 单线程延迟(ms) | 多线程延迟(ms) | FPS | GitHub仓库 |
|---|
| GoogLeNet | 224x224 | 1000 | 6.81 | 68.72% | 67.71% | 8.34 | 16.29 | 243.51 | GitHub |
| Mobilenetv4 | 224x224 | 1000 | 3.76 | 70.50% | 70.26% | 1.43 | 2.96 | 1309.17 | GitHub |
| Mobilenetv2 | 224x224 | 1000 | 3.4 | 72.0% | 68.17% | 2.41 | 4.42 | 890.99 | GitHub |
| MobileOne | 224x224 | 1000 | 4.8 | 72.00% | 71.00% | 4.50 | 8.70 | 455.87 | GitHub |
| RepGhost | 224x224 | 1000 | 4.07 | 72.50% | 72.25% | 2.09 | 4.56 | 855.18 | GitHub |
| RepVGG | 224x224 | 1000 | 12.78 | 74.46% | 62.78% | 11.58 | 22.71 | 174.94 | GitHub |
| RepViT | 224x224 | 1000 | 5.1 | 75.25% | 75.75% | 28.34 | 41.22 | 96.47 | GitHub |
| ResNet18 | 224x224 | 1000 | 11.2 | 71.49% | 70.50% | 8.87 | 17.07 | 232.74 | GitHub |