Table 2 Results of ablation experiments comparing FER2013 with CK + dataset.
From: A study on expression recognition based on improved mobilenetV2 network
NET | Params Size/MB | Accuracy rate /% | |
|---|---|---|---|
FER2013 | CK + | ||
Mobilenetv2 | 20.10 | 67.90 | 89.82 |
Mobilenetv2(0.75) | 3.33 | 66.99 | 86.82 |
Mobilenetv2(0.75) + SE | 3.45 | 67.48 | 90.91 |
Mobilenetv2(0.75) + RFF | 3.33 | 68.22 | 91.92 |
Ours | 3.26 | 68.62 | 95.96 |
