Asian stock markets declined on Thursday in a quiet session amid a lack of catalysts.

"Asia remains in a state of stasis. There has been next-to-no news on the commodities front from China. Southeast Asia has seen a quiet period as it awaits the outcomes from Japan's data drop [on Friday]" said Evan Lucas, market strategist at IG in a morning note.