Which live-action version of Peter Parker is most accurate to the comics?

Basically what the title says. I haven't gotten around to reading the comics, I've only very recently gotten into Spiderman and superheroes and stuff. However, I'm a big fan of the films, but I've noticed that each iteration of Spiderman and Peter Parker (that it, Maguire, Garfield, and Hollands) seem pretty different from each other.

Each actor sort of encompasses those very Peter Parker like traits: shy, loner, intelligent; however they all still portray him rather differently. For example, (I'm most familiar with Garfield and Hollands versions, so I'll use them as comparisons), Garfield portrays Peter as sort of the rebellious, angsty and arrogant type, while Hollands is more naive, innocent and pure.

EDIT: In case anyone was wondering, Garfield is my personal favorite Peter Parker!

I was just wondering which actors version is most accurate to Peter in the comics? Thanks!