How unique is their house? Did any nearby houses sell for more in the interim? Last time I dealt with a realtor (and I expect a professional appraiser would be the same) comparable sales were everything. Find nearby houses with a similar yard, square footage and age and then adjust for minor differences.
Well it was suddenly worth more when they thought a white couple lived there. Do you not see the blatant problem here?