yes the training data has a 35%/65% imbalance, the validation data is perfectly balanced.
yes the baseline model is (according to the authors) evaluated on the exact same validation data

but effectively i have a less skewed dataset due to oversampling (and i tried undersampling before to achieve a perfectly balanced training set) but I achieve more or less (maybe 1% difference in both cases) the same results