I was looking the answer for a long time and finally figured out this solution. markdown columns width is determined by the longest cell in the column, so use html space entity as many times as needed to widen the column.
it looks ugly in edit mode but finally do the trick:
Name | Value
-------|-------------------
`Value-One` | Long explanation
`Value-Two` | Long explanation
`etc` | Long explanation