Bruce Charlton has a provocative paper that argues that they are indeed dull, and identifies the cause: "the science selection process ruthlessly weeds-out interesting and imaginative people."
If you think, like I do, that science already has too many psychotics (borderline, or worse!) or that it rewards them with leadership positions, you'll be surprised and upset by the proposed remedy:
... As well as high IQ, revolutionary science requires high creativity. Creativity is probably associated with moderately high levels of Eysenck’s personality trait of ‘Psychoticism’. Psychoticism combines qualities such as selfishness, independence from group norms, impulsivity and sensation-seeking; with a style of cognition that involves fluent, associative and rapid production of many ideas. But modern science selects for high Conscientiousness and high Agreeableness; therefore it enforces low Psychoticism and low creativity. Yet my counter-proposal to select elite revolutionary scientists on the basis of high IQ and moderately high Psychoticism may sound like a recipe for disaster, since resembles a formula for choosing gifted charlatans and confidence tricksters. A further vital ingredient is therefore necessary: devotion to the transcendental value of Truth. Elite revolutionary science should therefore be a place that welcomes brilliant, impulsive, inspired, antisocial oddballs – so long as they are also dedicated truth-seekers.