I had problems with the Scosche Rhythm+ 2.0 not capturing heart rate properly when connected to my Garmin Edge. I switched to a Polar Verity Sense which has worked flawlessly so far.
The sucks to hear. I usually only use the arm HR indoor and connected to iPad or Apple TV so hopefully I don’t run into this issue.