India were trailing 0-4 after the third quarter but scored two quick goals through Ramandeep Singh in the fourth quarter to avoid a whitewash.
Mark Knowles, Aran Zalewski, Daniel Beale and Blake Govers scored for Australia.
India had lost their tournament opener to Argentina 2-3 before drawing 1-1 with England.
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