How long have these autoregressive video systems been shown to run, and which lengths are measured in a paper versus only shown in a figure or demo?
Measured (table) lengths in the primary papers are 30 s (CausVid, LongLive, Rolling Forcing), 50/75/100 s (Self-Forcing++) and 50/250/300 s (Stable Video Infinity). Longer claims are qualitative figures or demos: 255 s (Self-Forcing++ Fig. 6), 240 s (LongLive appendix + demo page), over 2 min (Rolling Forcing Fig. 4), 1000 frames at 128 px (Diffusion Forcing, qualitative) and 8-14 min (SVI README). Self Forcing itself reports no quality measure beyond 5 s and states that degradation remains past the training length.
Measured (table) lengths in the primary papers are 30 s (CausVid, LongLive, Rolling Forcing), 50/75/100 s (Self-Forcing++) and 50/250/300 s (Stable Video Infinity). Longer claims are qualitative figures or demos: 255 s (Self-Forcing++ Fig. 6), 240 s (LongLive appendix + demo page), over 2 min (Rolling Forcing Fig. 4), 1000 frames at 128 px (Diffusion Forcing, qualitative) and 8-14 min (SVI README). Self Forcing itself reports no quality measure beyond 5 s and states that degradation remains past the training length.
Curator qualifications: All excerpts located; demonstrated vs claimed rollout lengths separated.
Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.
Structured fields
{
"citations": [
{
"url": "https://arxiv.org/abs/2407.01392v4",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2412.07772v4",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2506.08009v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2510.02283v1",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2509.22622v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2509.25161v1",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/abs/2510.09212v1",
"note": "candidate evidence excerpts"
},
{
"url": "https://github.com/vita-epfl/Stable-Video-Infinity/blob/557afca50d5766514c67ae39000b03e0dd66d6e5/",
"note": "candidate evidence excerpts"
}
]
}Evidence claims
- [sourced_fact] Measured (table) lengths in the primary papers are 30 s (CausVid, LongLive, Rolling Forcing), 50/75/100 s (Self-Forcing++) and 50/250/300 s (Stable Video Infinity). Longer claims are qualitative figures or demos: 255 s (Self-Forcing++ Fig. 6), 240 s (LongLive appendix + demo page), over 2 min (Rolling Forcing Fig. 4), 1000 frames at 128 px (Diffusion Forcing, qualitative) and 8-14 min (SVI README). Self Forcing itself reports no quality measure beyond 5 s and states that degradation remains past the training length. · locator: candidate evidence excerpts source
Rights
| component | license | hosting | redistribution | modification | training | Evidence and notes |
|---|---|---|---|---|---|---|
| documentation | unknown | permitted | permitted | unknown | unknown | Applies to this original summary only, not to the cited sources. |
Linked records
- cites → https://arxiv.org/abs/2407.01392v4
- cites → https://arxiv.org/abs/2412.07772v4
- cites → https://arxiv.org/abs/2506.08009v2
- cites → https://arxiv.org/abs/2509.22622v2
- cites → https://arxiv.org/abs/2509.25161v1
- cites → https://arxiv.org/abs/2510.02283v1
- cites → https://arxiv.org/abs/2510.09212v1
- cites → https://github.com/vita-epfl/Stable-Video-Infinity/blob/557afca50d5766514c67ae39000b03e0dd66d6e5