PzySeere / MetaSpatialLinks
MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in the metaverse, AR/VR, and game development.
☆200Updated 8 months ago
Alternatives and similar repositories for MetaSpatial
Users that are interested in MetaSpatial are comparing it to the libraries listed below
Sorting:
- ☆116Updated 2 months ago
- Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence☆422Updated this week
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆103Updated 6 months ago
- Cambrian-S: Towards Spatial Supersensing in Video☆475Updated 3 weeks ago
- Multi-SpatialMLLM Multi-Frame Spatial Understanding with Multi-Modal Large Language Models☆166Updated 3 months ago
- [NeurIPS 2025] OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding☆69Updated 3 months ago
- [arXiv 2025] MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence☆70Updated this week
- ☆113Updated 5 months ago
- [CVPR 2025] The code for paper ''Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding''.☆194Updated 7 months ago
- [NeurIPS 2025] Source codes for the paper "MindJourney: Test-Time Scaling with World Models for Spatial Reasoning"☆122Updated 2 months ago
- [ICCV'25] Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness☆63Updated 5 months ago
- ViewSpatial-Bench:Evaluating Multi-perspective Spatial Localization in Vision-Language Models☆66Updated last week
- MMSI-Video-Bench: A Holistic Benchmark for Video-Based Spatial Intelligence☆51Updated last week
- Thinking in 360°: Humanoid Visual Search in the Wild☆107Updated last month
- STI-Bench : Are MLLMs Ready for Precise Spatial-Temporal World Understanding?☆35Updated last week
- [NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"☆306Updated last year
- [ICCV 2025] A Simple yet Effective Pathway to Empowering LLaVA to Understand and Interact with 3D World☆365Updated 2 months ago
- Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens (arXiv 2025)☆231Updated 5 months ago
- Official Implementation of "Geometrically-Constrained Agent for Spatial Reasoning"☆38Updated last month
- From Flatland to Space (SPAR). Accepted to NeurIPS 2025 Datasets & Benchmarks. A large-scale dataset & benchmark for 3D spatial perceptio…☆74Updated 2 weeks ago
- Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give…☆203Updated 3 months ago
- A paper list for spatial reasoning☆601Updated 3 weeks ago
- The code for paper 'Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors'☆192Updated last month
- [Nips 2025] EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Video Generation☆126Updated 5 months ago
- [NeurIPS 2025] Official implementation of "RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics"☆220Updated last month
- A list of works on video generation towards world model☆328Updated this week
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆87Updated 5 months ago
- ☆42Updated 7 months ago
- VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction☆325Updated 4 months ago
- Official Repo of From Masks to Worlds: A Hitchhiker’s Guide to World Models.☆67Updated 2 months ago