That probably comes from the temporal upscaling. As they said, the initial video is only 3fps, so they’re basically synthesising 7 frames for each actual frame given. It’s no wonder it’s going to morph. If it began with a higher temporal resolution (initial fps), then it would likely be much more coherent.