Research Article
Model Lightweighting for Real-time Distraction Detection on Resource-Limited Devices
Table 7
Performance of our method with different models for the AUC dataset.
| Model | Top-1 acc (%) | Params (M) | FLOPS (G) |
| SqueezeNet1_1 | 92.03 | 2.26 | 0.69 | EfficientNetB0 | 93.05 | 5.1 | 0.72 | MobileNetV3_large_x1_0 | 95.15 | 5.47 | 0.45 | SqueezeNet1_1-tiny | 92.54 | 2.18 | 0.64 | EfficientNetB0-tiny | 94.49 | 4.35 | 0.62 | MobileNetV3_large_x1_0-tiny | 96.01 | 4.42 | 0.33 |
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