There are a few human quality estimate corpuses out there. I know a year or two ago they were re-running the quality assessments with RED camera footage. Check

There are a few human quality estimate corpuses out there. I know a year or two ago they were re-running the quality assessments with RED camera footage. Check out the NYU/UTexas/Waterloo labs working on SSIM, I bet you can download it.