This has not been demonstrated to me scientifically. People regard some of the recordings of the time as audiophile standards.... it was a pretty miserable low class sound, that ticked many boxes technically, but failed to deliver 'musicality', however you wish to to understand that term.
Early CD players were cosmetically revolting - it would be difficult not to have one's perception of the sound influenced by the flimsy, cheesy, plastic buttons and mechanisms compared with the beautiful vinyl technology that was common at the time:
It was always going to be difficult to give the small shiny discs the right vibe for audiophiles.