This question could probably use a packaged workbook so people can see how the data is structured. However, it's possible this question is database dependent, in which case you should contact support for they can take a look:
Hi Dipti patel
Quick Questions: Please answer these to understand your scenario better.
1.Are you using live connection?
2. How are you passing values to the SQL when you are using Quick filter?
3. Do you have one sheet or multiple sheets or dashboards that uses these filters?
4. Is your Item ID/Category id is constant? meaning ..whether it will change more frequently?