Modalities | Random Erasing (S1) | Gaussian Noise (S2) | ||||
---|---|---|---|---|---|---|
ACC | Precision | Recall | ACC | Precision | Recall | |
X1 | 0.942 ± 0.004 | 0.942 ± 0.004 | 0.942 ± 0.004 | 0.884 ± 0.003 | 0.886 ± 0.003 | 0.884 ± 0.003 |
X2 | 0.942 ± 0.003 | 0.943 ± 0.003 | 0.942 ± 0.003 | 0.879 ± 0.005 | 0.881 ± 0.005 | 0.879 ± 0.005 |
ConcatAE(X1 + X2) | 0.962 ± 0.001 | 0.963 ± 0.001 | 0.962 ± 0.001 | 0.924 ± 0.001 | 0.925 ± 0.002 | 0.924 ± 0.001 |
CrossAE(X1 + X2) | 0.962 ± 0.002 | 0.962 ± 0.002 | 0.962 ± 0.002 | 0.933 ± 0.002 | 0.933 ± 0.002 | 0.933 ± 0.002 |