| 模型 | Map | Imgsz | Param |
| ResNet50 (baseline) | 64.6 | 256 × 256 | 91.44 |
| ResNet50_SIMAM | 68.35 | 256 × 256 | 91.44 |
| MobileNetv2 | 68.15 | 256 × 256 | 9.6 |
| ShuffleNet | 65.14 | 256 × 256 | 5.68 |