LONG VIDEO GENERATION

On TimeLearning to Follow Event Timelines
in Long Video Generation

One continuous scene. A timeline of actions.
Timed actions across a continuous 30-second video.

10straining sequences
30sgenerated videos
5Bmodel backbone

01 / VIDEO EXAMPLES

Watch the timeline unfold.

Twelve 30-second examples from our model.
Choose a scene, then press play.

Bicycle helmet

Ours30 s · continuous generation
Explore the prompt timelineClick an interval to seek ↗
0 s7.5 s15 s22.5 s30 s

02 / SIDE-BY-SIDE

Comparison with other baselines

Four methods for each scene, shown in sync.
Inspect the actions, timing, and scene continuity.

Bicycle helmet

Ours
Self-Forcing
LongLive
LongLive Interactive
00:00 / 00:30
PROMPT AT THIS TIME

Each set uses the same scene, event schedule, and seed. Self-Forcing and LongLive use a timed single prompt; LongLive Interactive switches prompts during generation. Examples are qualitative selections.

Select a scene, then play all four videos together.

ON TIME

From short sequences
to longer stories.

Back to the video examples