'Converting Raster into Vector in QGIS

I am in process of converting one raster file ( JBA Flood score) into Vector file But due to raster size ( Possibly) process seems endless i.e. even after 9 hours process still continue. Is there any additional plugin, tool to perform the same. I have used Polygonize tool. I am ok with writing R code as well if anyone has any leads.



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