As of yesterday, Victoria Underground station is step-free to all Underground lines! While level boarding is now possible on the District/Circle line platforms, beware of the curved platforms that result in a wide range of gap sizes (small ramps are also available if needed). Here is a diagram showing the current layout of the station:
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There is also an updated SfL map, that you can access below: