When we went from N5 to N3 there was no improvement in SRAM density. There was some question on whether we had hit a wall with SRAM. TSMC will be presenting a paper in December where this is one of the items that will be discussed, and it looks like we will have an ~20% increase in SRAM density.
SRAM scaling isn't dead after all — TSMC's 2nm process tech claims major improvements
SRAM scales again with GAA transistors.
www.tomshardware.com
But a noteworthy aspect of TSMC's N2 is that this production node also shrinks HD SRAM bit cell size to around 0.0175 µm^2 (enabling SRAM density of 38 Mb/mm^2), down from 0.021 µm^2 in the case of N3 and N5, according to a paper that TSMC will present at the upcoming IEDM conference this December.