Table 3 Performance results of the experiment with feature vs. input space extrapolation on MNIST and CIFAR-10 [75]
Model | MNIST | CIFAR-10 |
|---|---|---|
Baseline | 1.093 ± 0.057 | 30.65 ± 0.27 |
Baseline + input space affine transformations | 1.477 ± 0.068 | – |
Baseline + input space extrapolation | 1.010 ± 0.065 | – |
Baseline + feature space extrapolation | 0.950 ± 0.036 | 29.24 ± 0.27 |