Multimeter Measurement Problem About Capacitor
It is cheap low quality multimeter (according to attached video). So, problem is not in capacitor, or connections, but in multimeter itself.
Use better multimeter or even better proper LCR meter.  

Take your current multimeter just as an informative rough device.