just to rule obvious things out:
You have tried the brightness setting on monitor? (I think it is usually by default at 100%)
You tried gamma setting on monitor? (this might skew the color balance though so best left on default)
You tried resetting monitor settings to defaults (could help if monitor was bought as used, some settings can be out here)
You could in most cases, also adjust brightness in catalyst control panel and nvidia equivalent.