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Reconstruction MSE of the models trained on only PBH
| ACU-Net | ACU-SA | MLP | |
|---|---|---|---|
| PBH | 5.16e−5 | 5.48e−5 | 5.02e−5 |
| Human data | 5.95e−4 | 2.77e−4 | 7.87e−4 |
The dual-band method is excluded because it uses non-negative least squares so the MSE is minimal and there is no concept of generalization. ACU-SA and ACU-Net both generalize better to human data than a naive MLP.
