Rogue weapon damage

When i change out a 1 handed weapon, my weapon damage stat changes, but when I change out a 2 handed weapon, my weapon damage remains the same…this is regardless of skills slotted

Why is this happening?

Which weapons do you have the weapon damage affix? There may be a correlation, but this is my 1st season of Rogue.