| --- |
| pipeline_tag: image-to-video |
| --- |
| |
| # Blockworld Models |
|
|
| This repository hosts a curated set of checkpoints used for experiments of **FloWM**, as presented in the paper [Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments](https://huggingface.co/papers/2601.01075). |
|
|
| [**Project Page**](https://flowequivariantworldmodels.github.io/) | [**GitHub Repository**](https://github.com/hlillemark/flowm) |
|
|
| ## Contents |
| - `blockworld/dynamic/flowm/v2_dynamic.ckpt` — blockworld dynamic flowm v2_dynamic |
| - `blockworld/dynamic/dfot/v2_dynamic.ckpt` — blockworld dynamic dfot v2_dynamic |
| - `blockworld/dynamic/dfot-ssm/v2_dynamic.ckpt` — blockworld dynamic dfot-ssm v2_dynamic |
| - `blockworld/dynamic/rssm/v2_dynamic_50m.ckpt` — blockworld dynamic Dreamer RSSM v2_dynamic, 50M parameters |
| - `blockworld/dynamic/rssm/v2_dynamic_400m.ckpt` — blockworld dynamic Dreamer RSSM v2_dynamic, 400M parameters |
| - `blockworld/static/flowm/v2_static.ckpt` — blockworld static flowm v2_static |
| - `blockworld/static/dfot/v2_static.ckpt` — blockworld static dfot v2_static |
| - `blockworld/static/dfot-ssm/v2_static.ckpt` — blockworld static dfot-ssm v2_static |
| - `blockworld/tex/flowm/tex.ckpt` — blockworld tex flowm tex |
| - `blockworld/tex/dfot/tex.ckpt` — blockworld tex dfot tex |
| - `blockworld/tex/dfot-ssm/tex.ckpt` — blockworld tex dfot-ssm tex |
| - `blockworld/vae/blockworld_vae.ckpt` — blockworld vae |
| - `blockworld/vae/blockworld_tex_vae.ckpt` — blockworld tex vae |
|
|
| Hub: https://huggingface.co/flowm123/blockworld-models |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{lillemark2026flowequivariantworldmodels, |
| title={Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments}, |
| author={Hansen Jin Lillemark and Benhao Huang and Fangneng Zhan and Yilun Du and Thomas Anderson Keller}, |
| year={2026}, |
| eprint={2601.01075}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.LG}, |
| url={https://arxiv.org/abs/2601.01075}, |
| } |
| ``` |
