[NeurIPS 2025 Spotlight] Official implementation of Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
☆460Feb 5, 2026Updated 2 months ago
Alternatives and similar repositories for Spatial-MLLM
Users that are interested in Spatial-MLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2026] VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction☆379Updated this week
- The code for paper 'Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors'☆226Nov 28, 2025Updated 5 months ago
- [CVPR 2026] Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models☆176Feb 25, 2026Updated 2 months ago
- [ICCV 2025] LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion☆302Jul 15, 2025Updated 9 months ago
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆110Jul 9, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repo and evaluation implementation of VSI-Bench☆706Aug 5, 2025Updated 8 months ago
- UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation☆136Jun 10, 2025Updated 10 months ago
- [NeurIPS 2025] Streaming 3D Reconstruction with Explicit Spatial Pointer Memory☆182Mar 10, 2026Updated last month
- ICCV 2025 | TesserAct: Learning 4D Embodied World Models☆387Aug 4, 2025Updated 8 months ago
- [ICCV'25] Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness☆69Jul 22, 2025Updated 9 months ago
- [CVPR 2026] SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence☆68Apr 17, 2026Updated last week
- [CVPR 2025 Highlight] VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step☆352Jul 4, 2025Updated 9 months ago
- [ICLR 2026] OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling☆461Apr 16, 2026Updated 2 weeks ago
- [ICLR 2026] Streaming 4D Visual Geometry Transformer☆894Oct 27, 2025Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2025 Oral] Official Implementation for "Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Un…☆21Oct 24, 2024Updated last year
- [CVPR 2025] The code for paper ''Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding''.☆211Jun 4, 2025Updated 10 months ago
- UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding. Accepted to ICLR 2026.☆62Aug 19, 2025Updated 8 months ago
- [ICCV 2025 ⭐highlight⭐] Implementation of VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory☆423Jul 25, 2025Updated 9 months ago
- A paper list for spatial reasoning☆721Jan 19, 2026Updated 3 months ago
- [NeurIPS 2025] Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing☆95Jul 27, 2025Updated 9 months ago
- [CVPR'25] A vision question answering (VQA) benchmark for 6D spatial reasoning.☆20Mar 8, 2026Updated last month
- Awesome-LLM-3D: a curated list of Multi-modal Large Language Model in 3D world Resources☆2,187Apr 16, 2026Updated last week
- [CVPR 2024 & NeurIPS 2024] EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI☆663Jun 13, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2025] 3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding☆157Dec 9, 2025Updated 4 months ago
- ☆712May 1, 2025Updated 11 months ago
- [NeurIPS'24] This repository is the implementation of "SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models"☆320Dec 14, 2024Updated last year
- [ICLR 2025] Official Implementation of M3: 3D-Spatial Multimodal Memory☆199Apr 26, 2025Updated last year
- 3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding☆406Dec 22, 2025Updated 4 months ago
- Official implementation of Continuous 3D Perception Model with Persistent State☆1,402Aug 27, 2025Updated 8 months ago
- Visual Spatial Tuning☆197Mar 25, 2026Updated last month
- [ICCV 2025 Highlight] Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction☆429Jun 6, 2025Updated 10 months ago
- Official implementation of paper "GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model", ICML 2025☆16Dec 25, 2025Updated 4 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [NeurIPS 2025] SpatialLM: Training Large Language Models for Structured Indoor Modeling☆4,524Sep 26, 2025Updated 7 months ago
- [ICLR 2026 Oral (top 1.2%)] Official implementation of DepthLM☆335Updated this week
- [CVPR 2025] "DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion" official implementation.☆185Jul 7, 2025Updated 9 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆854Dec 14, 2025Updated 4 months ago
- [ICLR 2026] π^3: Permutation-Equivariant Visual Geometry Learning☆1,880Mar 19, 2026Updated last month
- [CVPR 2025] Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass☆1,537May 7, 2025Updated 11 months ago
- [ICCV 2025] A Simple yet Effective Pathway to Empowering LLaVA to Understand and Interact with 3D World☆377Oct 21, 2025Updated 6 months ago