Do I need to clean the sensor?

PA-II, about 3 years old now. Is this considered a big discrepancy in sensors that I should do I thorough cleaning on? I did try vacuuming and using air to blow it out but not much has changed in terms of AQI value/discrepancy. Wondering if I need to disassemble and do a more thorough cleaning. Thanks for the help!