Hi Balkrishna Amrutrao,
Do you check the VREF, whether the reference voltage have the pulse after the long time or not? The reference voltage stability will influence the ADC result.
From my own opinion, I suggest you open the Hardware Average function,

Take an example, if you choose 32 samples averaged, then even if you have the sudden rise of up to 5 degree, then after divide by 32, it will be just 0.15625 degree, this error should can be acceptable. Actually, just use hardware average function to filter your sudden rise up degree.
Wish it helps you!
If you still have question about it, please kindly let me know.
Have a great day,
Kerry
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