The OWM benchmark was proposed in the paper Envisioning the Future, One Step at a Time and used to evaluate the MYRIAD model.
OWM is a benchmark of 95 curated videos with motion annotations, with the distribution of motion constrained to enable the evaluation of probabilistic motion prediction methods.
Videos are obtained from Pexels (Pexels License). We manually annotate relevant objects and the type of motion observed. We use an… See the full description on the dataset page:
https://huggingface.co/datasets/CompVis/owm-95.
