#VGGT: accurate within short clips, but slow and prone to Out-of-Memory (OOM)
#CUT3R: fast with constant memory usage, but forgets.
We revisit them from a Test-Time Training (TTT) perspective and propose #TTT3R to get all three: fast, accurate, and OOM-free.
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