Advancing Open-source World Models
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Updated
Feb 2, 2026 - Python
Advancing Open-source World Models
Mastering Diverse Domains through World Models
Generating Immersive, Explorable, and Interactive 3D Worlds from Words or Pixels with Hunyuan3D World Model
A Curated List of Awesome Works in World Modeling, Aiming to Serve as a One-stop Resource for Researchers, Practitioners, and Enthusiasts Interested in World Modeling.
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
Voyager is an interactive RGBD video generation model conditioned on camera input, and supports real-time 3D reconstruction.
HY-World 1.5: A Systematic Framework for Interactive World Modeling with Real-Time Latency and Geometric Consistency
Mastering Atari with Discrete World Models
Fast and Universal 3D reconstruction model for versatile tasks
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
Cosmos-Predict2.5, the latest version of the Cosmos World Foundation Models (WFMs) family, specialized for simulating and predicting the future state of the world in the form of video.
🌐 3D and 4D World Modeling: A Survey
Notably, GenAD & Dataset Survey. A Collection of Foundation Driving Models by OpenDriveLab. For Vista and DriveLM, please refer to individual page.
Generate large-scale explorable 3D scenes with high-quality panorama videos from a single image or text prompt.
Dream to Control: Learning Behaviors by Latent Imagination
[ICLR 2026] rCM: SOTA JVP-Based Diffusion Distillation & Few-Step Video Generation & Scaling Up sCM/MeanFlow & Real-Time Autoregressive Video Diffusion
A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.
SpatialVID: A Large-Scale Video Dataset with Spatial Annotations
A curated list of world models for autonomous driving.
[ACM CSUR 2025] Understanding World or Predicting Future? A Comprehensive Survey of World Models
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