Japan's benchmark index staged a dramatic turnaround on Thursday to outperform Asian equity markets but sentiment remained cautious ahead of of next week's U.S. budget vote.

Japan's Nikkei, South Korea's Kospi, Australia's all closed at session-highs while Indian stocks rose 0.3 percent. But the Shanghai Composite underperfomed to hit a two-week low.