A sewing machine runs steadily. The needle moves up and down rapidly with a fast repeating mechanical click.
Seedance 2.0ByteDance · proprietary
Kling 3.0 OmniKuaishou · proprietary
Veo 3.1Google · proprietary
LTX-2.3Lightricks · open
Ovi 1.1character.ai · open
JavisDiT++JavisDiT · open
MagiHumanGAIR-NLP · open
Per-prompt rubric
Basic standards
Visual presence
- a sewing machine
- a needle
Event: a sewing machine needle reciprocates up and down
Audio presence
- a sewing machine
Sound: a mechanical click
Key standards
Visual physical commonsense (V-PC)
- A visible sewing machine has its needle reciprocating rapidly up and down in continuous physically plausible motion.
Audio physical commonsense (A-PC)
- The audible clicks have the rapid evenly spaced mechanical-tap character of a real sewing-machine mechanism.
Cross-modal physical commonsense (AV-PC)
- Each visible needle downstroke coincides in time with an audible mechanical click.
- The audible click rate matches the visible needle reciprocation rate throughout the clip.