You need a transit visa as Iran is not in this list of nationalities able to transit without a visa.
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Having completed the form on the Australian visa website, you do need a visa:
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As shown in the image, this is free, allows you to stay for up to 72 hours and usually processed within 19 days. You can read more details and apply here.