I have personally not seen an ad on youtube in years, bar the video recommendations on the home page and the 'sponsored content' some channels bake into their videos. On desktop, I use uMatrix for more granular blocking + uBlock Origin for hiding empty frames, and I use Youtube Vanced on Android.