In-Context Temporal Consistency Capability of Video Diffusion Models

How context length affects frame consistency, identity preservation, and temporal smoothness

4
Generation Strategies
6
Context Lengths
0.332
Best Frame Consistency
0.249
Best Identity Preservation

Frame Consistency vs Context Length

Identity Preservation vs Context Length

Temporal Smoothness vs Context Length

ICL Gain vs Context Length