Verify video clips generated by CogVideoX-5B, CogVideoX-2B, and Zhipu AI models. Detect temporal coherence loss, boundary blurring, and generative motion glitches.
Speed Tip: Clips under 60 seconds analyze fastest (approx. 5–10s). Max video length: 5 minutes / 50 MB.
Visual Forensics Guide
CogVideoX achieves impressive motion dynamics but exhibits identifiable causal VAE and prompt-adherence signatures:
Sharp edges of fast-moving objects exhibit faint ringing or compression halos caused by temporal latent downsampling.
Towards the 4th to 6th second of generation, fine textures on clothing and backgrounds tend to soften or gradually morph.
Objects in motion (falling drops, running wheels, bouncing balls) occasionally change acceleration without physical contact.
Rapid gestures of hands or feet show temporary blur or micro-fusion with adjacent background pixels.
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