From the NFL rulebook

Part of the section describing when a player is down:

when a runner declares himself down by:
falling to the ground, or kneeling, and clearly making no immediate effort to advance.

I think that's clear. The Saints receiver was down falling down and not advancing.

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NewMexicoRam