Thanks Holger,

That resolved the issue.
I tried General Settings --> Number of Posts To Show Per Page --> Show 20 Posts Per Page.
Though it solved the issue, I think this is a bug at the forum end that why it is not behaving correctly with Forum Default?

Thanks again.