Till data binding uses AppCompatResources, how about using our own binding adapter for app:srcCompat that uses AppCompatResources?

@BindingAdapter("srcCompat")
public static void setSrcCompat(ImageView v, @DrawableRes int drawableId) {
    v.setImageDrawable(AppCompatResources.getDrawable(
                           v.getContext(), drawableId));
}