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. 2023 Sep 25;9:e1595. doi: 10.7717/peerj-cs.1595

Table 7. Comparison of model inference speed.

Models Accuracy/% Param/MB FLOPs/M Speed/ms
MobileNetV2 99.23 2.26 319.0 6.42
ShuffleNetV2x1.0 99.14 1.28 149.6 5.54
MobileNetV3-small 99.40 1.50 58.8 5.33
MobileNet-RepMLP + ECA + Hardswish 99.53 0.91 266.7 6.30
Re-MobileNet-RepMLP + ECA + Hardswish 99.53 0.91 268.0 5.87