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Performance on training and valid sets for different augmentation policies.
| Pre-proc. | Train MAE (SD) | Val MAE (SD) | |
|---|---|---|---|
| No augmentation | y | 0.306 (0.490) | 0.528 (0.610) |
| Bright. & contrast | y | 0.341 (0.518) | 0.550 (0.628) |
| Geometric transf. | y | 0.272 (0.460) | 0.541 (0.623) |
| All together | n | 0.437 (0.585) | 0.571 (0.645) |
| All together | y | 0.455 (0.578) | 0.469 (0.583) |
