It does download it, Defender just quarantines it and removes it from the download folder immediately.
Go to Settings -> Windows Security -> Virus & Threat Protection. Click 'Threat History'. Under the threat it thinks it detected (which is a false positive with Reshade) click where it says 'Severe v' and choose 'Allow' or 'Restore'.