It turns out that in Asia, there exists a different standard for bed sizes. Unfortunately, I didn't pay as much attention to this discrepancy as I should have.
Last weekend, I found out that my Ikea Queen size bed frame is exactly 3 inches shorter than my regular queen sized mattress. Ikea HK of course, does not take returns after you have opened the box.
Hooraj!