I do a fair bit of video conferencing and I’ve settled on a couple of pairs of the Logitech H600 headset. It doesn’t do noise cancellation but it’s light, inexpensive, sounds good, and (most importantly) people can hear me.
I tried the (supposed to be better) H800 but the mic is terrible on those. The best that I’ve ever used was a Plantronics headset that doesn’t seem to be available anymore.