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Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation

Autoregressive video diffusion models generate videos chunk by chunk, yet producing plausible continuations does not guarantee that they capture how scenes evolve. Under teacher forcing, strong tempor

–Rank now
#2Peak rank
1Days on list
–Score · 7d
Oct 22, 2026First seen

About Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation

Autoregressive video diffusion models generate videos chunk by chunk, yet producing plausible continuations does not guarantee that they capture how scenes evolve. Under teacher forcing, strong tempor

Details from Hugging Face ↗.

Trending history

Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation was first seen on Hugging Face · Daily papers on Oct 22, 2026. Since then it has appeared in 11 checks on 1 different day. Its best position was #2 of 30, reached on Oct 22, 09:18 UTC. It dropped off the list after Oct 22, 23:18 UTC.

This page has little history so far; it stays out of search results until the item has trended on two days or has more context.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 03:1808:1813:1818:1823:18 Oct 22, 03:18 UTC · #10Oct 22, 05:18 UTC · #3Oct 22, 07:18 UTC · #3Oct 22, 09:18 UTC · #2Oct 22, 11:18 UTC · #4Oct 22, 13:18 UTC · #4Oct 22, 15:18 UTC · #5Oct 22, 17:18 UTC · #5Oct 22, 19:18 UTC · #5Oct 22, 21:18 UTC · #5Oct 22, 23:18 UTC · #5

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hugging Face.

03671108 03:1808:1813:1818:1823:18 Oct 22, 03:18 UTC · 11Oct 22, 05:18 UTC · 32Oct 22, 07:18 UTC · 52Oct 22, 09:18 UTC · 65Oct 22, 11:18 UTC · 73Oct 22, 13:18 UTC · 85Oct 22, 15:18 UTC · 69Oct 22, 17:18 UTC · 94Oct 22, 19:18 UTC · 102Oct 22, 21:18 UTC · 107Oct 22, 23:18 UTC · 108

Questions

Is Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation trending on HF Daily Papers right now?

Not at the moment. It was last on the list on Oct 22, 23:18 UTC, after 1 day of trending.

What is the highest rank Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation reached?

#2 on Hugging Face · Daily papers, on Oct 22, 09:18 UTC. Trendoday checks this list every 120 minutes.

How long has Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation been trending?

It was first seen on Oct 22, 2026 and has been on the list on 1 day (11 checks) since.