video-world-models

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Official code for Echo-Memory: a controlled study of memory in action-conditioned video world models (Context, Compression, Spatial, State-Space).

Reproduction of Interpreting Physics in Video World Models (PEZ, arXiv:2602.07050) — layer-wise linear probing of V-JEPA 2 physics representations

Curated Awesome List for latent world models, JEPA-style predictive architectures, latent reasoning, and latent planning/control

WFM-Eval: An Evaluation Framework for Video World Models in Robotic Manipulation (VWM & FMEA @ CVPR 2026)

A curated list of papers on video foundation models and video world models.

Code for Sampling Headroom Is Not Selection Gain: A Compute-Value Audit of Test-Time Scaling for Video World Models

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