metadata
license: apache-2.0
tags:
- video-world-model
- video-prediction
- physical-ai
Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning
Please visit our Github Repo for how to use these datasets.
Structure
ID: in-distribution, OOD: out-of-distribution.
LDR/
├── train/ # training clips (ID only)
│ ├── uniform.hdf5 # 30K clips
│ ├── parabola.hdf5 # 30K
│ ├── collision.hdf5 # 30K
│ ├── looming.hdf5 # 30K
│ ├── bouncing.hdf5 # 30K
│ └── joint_5task.hdf5 # 150K, the five single-task training sets concatenated
├── eval/ # evaluation clips (ID + OOD)
│ ├── uniform.hdf5
│ ├── parabola.hdf5
│ ├── collision.hdf5
│ ├── looming.hdf5
│ ├── bouncing.hdf5
│ └── joint_5task.hdf5 # the five single-task eval sets concatenated
└── splits/ # ID/OOD index lists
├── uniform.json
├── parabola.json
├── collision.json
├── looming.json
├── bouncing.json
└── joint_5task.json # the five single-task splits concatenated
BibTeX
@article{xxx,
title={xxx},
author={xxx},
journal={xxx},
year={xxx}
}