AI Glossary

Temporal consistency

Also called video consistency

What does “Temporal consistency” mean?

Temporal consistency: How well a generated video keeps things stable from frame to frame and shot to shot. Weak consistency shows up as flickering textures, faces that subtly change, objects that appear or vanish, or a character wearing different clothes between scenes. It remains one of the hardest problems in AI video.

Temporal consistency visual guide: How well a generated video keeps things stable from frame to frame and shot to shot. Weak consistency shows up as flickering textures, faces that subtly change, objects that appear or vanish, or a character wearing different clothes between scenes. It remains one of the hardest problems in AI video.
Visual guide Open full size (new tab)

What is an example of “Temporal consistency”?

Creators making multi-shot stories often rely on reference images or character-locking features so the same person looks identical in every clip.